Tier 1 ID Tier 1 Title Tier 2 ID Tier 2 Title

11-1011.00 Chief Executives 11-1021.00 General and Operations Managers

11-1011.03 Chief Sustainability Officers 11-1031.00 Legislators

Tier 3 ID Tier 3 Title Tier 4 ID Tier 4 Title
11-2011.00 Advertising and Promotions 13-1041.07 Regulatory Affairs Specialists
Managers

11-2021.00 Marketing Managers 13-1075.00 Labor Relations Specialists

11-2022.00 Sales Managers 13-1082.00 Project Management Specialists

11-2033.00 Fundraising Managers 13-1111.00 Management Analysts

11-3031.00 Financial Managers 13-1131.00 Fundraisers

11-3031.01 Treasurers and Controllers 13-1141.00 Compensation, Benefits, and Job

Analysis Specialists

11-3031.03 Investment Fund Managers 13-1151.00 Training and Development

Specialists
11-3061.00 Purchasing Managers 13-1161.00 Market Research Analysts and
Marketing Specialists

11-3071.00 Transportation, Storage, and 13-1199.04 Business Continuity Planners

Distribution Managers

11-3071.04 Supply Chain Managers 13-1199.06 Online Merchants

11-3111.00 Compensation and Benefits 13-2011.00 Accountants and Auditors

Managers

11-3131.00 Training and Development 13-2031.00 Budget Analysts

Managers

11-9151.00 Social and Community Service 13-2041.00 Credit Analysts

Managers
11-9199.01 Regulatory Affairs Managers 13-2051.00 Financial and Investment Analysts

11-9199.02 Compliance Managers 13-2052.00 Personal Financial Advisors

11-9199.08 Loss Prevention Managers 13-2053.00 Insurance Underwriters

13-2054.00 Financial Risk Specialists

13-2061.00 Financial Examiners
13-2071.00 Credit Counselors
13-2072.00 Loan Officers
13-2081.00 Tax Examiners and Collectors, and
Revenue Agents

13-2082.00 Tax Preparers

13-2099.01 Financial Quantitative Analysts

15-2011.00 Actuaries
15-2051.01 Business Intelligence Analysts
Tier 5 ID Tier 5 Title
21-1093.00 Social and Human Service
Assistants

23-1011.00 Lawyers

23-1012.00 Judicial Law Clerks

23-1022.00 Arbitrators, Mediators, and

Conciliators
27-3031.00 Public Relations Specialists

41-1011.00 First-Line Supervisors of Retail

Sales Workers

41-1012.00 First-Line Supervisors of Non-

Retail Sales Workers
41-3011.00 Advertising Sales Agents

41-3031.00 Securities, Commodities, and

Financial Services Sales Agents

41-3091.00 Sales Representatives of Services,

Except Advertising, Insurance,
Financial Services, and Travel

43-1011.00 First-Line Supervisors of Office

and Administrative Support
Workers

43-3031.00 Bookkeeping, Accounting, and

Auditing Clerks

43-3051.00 Payroll and Timekeeping Clerks

43-4011.00 Brokerage Clerks

43-4041.00 Credit Authorizers, Checkers, and

Clerks
43-4051.00 Customer Service Representatives

43-4141.00 New Accounts Clerks

Department Position Title

Head of Business
Business Development Manager
development

Commercial partnerships
Strategic partnerships executive
lead
Sales & Marketing & Enterprise sales leader Sales executive
Business Development

Responsibility: "External Director of customer

Customer success manager
expansion, customer success
acquisition, and
relationship maintenance"
Account manager Account executive

Sales Operations Director

Marketing Officer

Information technology
Product manager
Product & Solutions product manager

Responsibility: Work with

Sales to showcase Solution architect
products and answer
technical questions
together
Technical architect Technical lead

Lead software engineer Lead developer

(Senior) Data scientist Data architect

Data & AI / Engineering

Agentic engineer
Responsibility: Present
during panel discussion
Insight & Decision automation
expert

Engineering lead Engineering manager

 VP of sales Sales operations manager

Account manager

Sales & Business Investor relations

Investor relations associate
Development / Client manager
Relations Investor services
Senior investor services
representatives

VP / Manager of product
Head of product
management

Hedge fund client

Hedge fund administrator
services manager

Fund accountant Senior fund accountant

Credit accounting manager /

Accounting manager
director
Client Services / Controller
Operations / Fund
Administration
Treasury manager Treasury associate

Operations manager Head of operations

Valuation manager

Advisory / Finance & Director of finance

Accounting / Auudit &
Tax Senior tax associate Senior tax manager
Customer Engagement
Analyst
Sales & Marketing &
Business Development
Senior account Executive

Product & Strategy

(Manager/Lead)

Product & Solutions

Data Lead

Team lead - Engineering

Data & AI / Engineering

 Data & AI / Engineering

Sales associate

Sales & Business

Development / Client
Relations
Client services manager

Senior manager
Client Services /
Operations / Fund
Administration

Advisory / Finance &

Accounting / Auudit &
Tax

Director of internal audit

Small (<= 200) Middle (201 ~ 1000)

Business development executive / head Business development manager

Strategic / Commercial
Partnerships lead
partnerships manager

Sales executive / head Sales manager / senior manager

Account manager / enterprise

Account manager
account executive

Customer success manager Customer success manager

Customer engagement analyst /

Customer engagement analyst / manager
manager

Sales / Business development Sales operations director

Marketing manager / Marketing

Marketing officer
operations

Product manager / head Product manager

IT product manager IT product manager

Product & Strategy manager /

Product & Strategy lead / head
lead

Solution architect Solution architect

Technical architect / lead Technical architect / lead

Lead software engineer / Head of

Lead software engineer
engineering

Lead developer Lead developer

(Chief) Data scientist Principal / Senior data scientist

Agentic engineer Agentic engineer

Insight & Decision automation expert Automation expert / manager

Senior / manager engineering

Engineering lead / head
lead

Sales manager / Sales operations

VP / Head of sales
manager

Account manager / head Account manager

Investor relations manager Investor relations manager

Client services manager / head Client services manager

Product manager / VP of product

Head of product / business development
management

Fund administrator Fund manager

Principal accountantAccounting manager /

Accounting manager / Controller
Assistant controller

Treasury manager Treasury manager / associate

Investment operations manager Operations manager / head

(Senior) manager / Head of

Manager of client services
client services

Senior valuation manager /

Valuation manager
director / head / lead

Director of finance Director of finance

Senior tax associate Senior tax manager

Large (1000+) Role

Director / VP of business Business

development Development

Director / VP of partnerships Partnerships

Enterprise sales leader / sales director

Sales
/ VP of sales

Account
Key account director
management

Director of customer success Customer success

Senior director / head of customer Customer

engagement engagement

VP os sales operations Sales operations

Senior marketing leader / director of

Marketing
marketing

senior product manager / Director of Product

product management

IT product
Director, IT product management
management

VP product strategy Product strategy

Senior solution architect Solutions

Senior / principal technical architect /

Technical
Global technical lead

Software
Senior / Principal software engineer
engineering

Distinguished / Senior developer Development

Director / Senior data scientist Data science

(Senior) agentic engineer Agentic engineer

Automation /
Director of decision automation
Insights

Senior / manager engineering lead Engineering

VP of sales / Sales director Sales

Senior sales associate / Enterprise

Client acquisition
account manager
Director of investor relations / Head
Investor relations
of investor relations

Director of client services Customer success

VP of product management Product

Director of fund services Fund administration

Accounting &
Senior director of accounting
Finance
Treasury &
Director of treasury
Operations
Investment
Head of operations
operations

Senior director / Head Client operations

Director of valuations Valuation

VP / Head of finance Finance

Director / head of tax Tax

Company Size

1010data 201-500

2iQ Research 51-200

3AI Ltd 2~10

7Park Data 51-200

Accern 51-200

Accrete.AI 51-200
AccuWeather 501-1000

Acquisdata Pty Ltd 11-50

Adaptive
11-50
Management

ADP 10000+
Advan 11-50

AggData 51-200

Aingel 11-50

Airsensa 2~10

Alexandria
11-50
Technology

Alliance News
11-50
Limited
Alpha Vertex Inc. 2~10

AlphaSense 1000-5000

Sequentum Inc 51-200

Anchin 501-1000
MG Stover LLC 51-200

NAV Fund
1000-5000
Services

Petra Funds
201-500
Group

Langham Hall 501-1000

Phoenix American 51-200

Description

For more than 20 years, 1010data has helped financial, retail and consumer goods customers monitor shifts in con
and rapidly respond with highly-targeted strategies. The 1010data Insights Platform combines market intelligence
analytics, and collaboration capabilities to empower better business outcomes. More than 900 of the world’s forem
power smarter decisions.

Have you seen our new service Capitol Trades? Head to https://www.capitoltrades.com/ for the best way to follow
leading Insider Transaction data provider offering global coverage of 60,000+ stocks. Our accurate, rapid insight i
managers, quantitative portfolio managers and analysts for modelling, analytics and research. Our award-winning
unmatched data feed, API, bespoke services and advisory. Founded in 2002 by Patrick and Robert Hable at the Fr
2iQ’s cloud-based data and analytics specialises in smart, efficient capturing and processing of company filings an
machine learning and smart scraping capabilities are underpinned by an international team of expert data analysts.
smart data.

We are a machine learning company that builds explainable AI for investing. We produce smart alpha indices and
which enhances decision-making and drives superior long-term returns.

7Park Data transforms data to revolutionize business decisions. In December 2018, 7Park Data was acquired by V
subsequently acquired by Apptio in January 2021. 7Park Data was founded in 2012 and headquartered in New Yo
2020 Best Places to Work in NYC and BuiltIn NYC Best Places to Work in 2021.

Accern is the leading NLP company empowering enterprises to develop industry-specific solutions. Offering a com
data, and chat tailored for multiple industries, the company accelerates time-to-value for leading organizations acr
beyond. With a streamlined no-code workflow complemented by pre-built taxonomies, over 50,000 classification
public data, Accern is revolutionizing operational efficiency across the global workforce. Accern's remarkable ach
position in Gartner®'s 2023 Hype Cycle™ for Data Science, Machine Learning, and Emerging Technologies in B
Company as one of the Next Big Things in Tech. Trusted by elite data teams from global leaders like Capgemini,
Bank, and Standard Bank, Accern facilitates the building and deployment of NLP solutions at scale. Headquartere
to be recognized as a Forbes 30 Under 30 company. The company has raised $40M from esteemed institutional in
Capital, Shasta Ventures, Allianz Strategic Ventures, Mighty Capital, and many others. For more information abo

Accrete empowers government and business organizations to encode the tacit domain knowledge, judgement, and
AI Agents that they can trust to make complex, split-second decisions that drive exponential efficiency and growth
AccuWeather, recognized and documented as the most accurate source of weather forecasts and warnings in the w
lives, prevented hundreds of thousands of injuries, and saved tens of billions of dollars in property damage. Today
and most used source of weather forecasts and warnings in the world, known to billions, and is proven and verifie
AccuWeather is the #1 weather destination in the world and one of the top destination sites that exist globally. Acc
signage, in 700 newspapers, are heard on over 400 radio stations, and viewed on 100 television stations. The Accu
households, and its AccuWeather NOW streaming service is available to more than 200 million active users on m
Red Box, LG, Amazon, and Freevee. AccuWeather For Business serves more than half of the Fortune 500 compa
and government agencies globally who pay for the most accurate weather forecasts from any source. AccuWeathe
to Superior Accuracy™, detail, creativity, innovation, entrepreneurship, service, and the loyalty and commitment
AccuWeather’s center of excellence, including many who have dedicated their entire careers to AccuWeather. Dr.
Chairman, established AccuWeather in 1962 and is considered the “father of modern commercial meteorology.” M
visionary, has been named “the most accurate man in weather” by The New York Times and one of the top entrep
Entrepreneur’s Encyclopedia of Entrepreneurs. Download the AccuWeather app today: https://app.accuweather.co

Acquisdata is a fast growing financial news and information provider for the new digital media economy, deliveri
world's leading companies, with a focus on G20 economies. In a media market in which news and information del
continue to grow and expand, providing our news, research and information products to global markets. Our Com
Executive Snapshot and Global Industry Snapshot products, along with our indepth Macrosource Media industry r
leading companies in today's global economy.

We’re rebuilding the financial stack for the built world so builders can spend less time in spreadsheets and more ti
neighborhoods. Walk any Main Street in America and you’ll see our customers’ work: the corner cafe, a new apar
revamp. Behind every project is a small business owner wrestling with disconnected systems, leading to zero visib
it. We're building the first AI-native platform to fix this. Since launching in 2023, we've grown rapidly to 500+ cu
6 of the top 100 CPA firms. We've also raised $26m from Emergence, a16z, and the operators behind Brex, Ramp
diligence, creativity, urgency, and teamwork. If that sounds like you, and you are excited by the opportunity to res
industry, we'd love to meet you. Check out our open roles at: https://jobs.ashbyhq.com/Adaptive

Designing better ways to work through cutting-edge products, premium services and exceptional experiences that
potential. HR, Talent, Time Management, Benefits and Payroll. Informed by data and designed for people.
Advan was launched with the vision of delivering institutional-quality geolocation data that enables real estate bro
retailers, and other businesses to make better business and investment decisions. Our team has spent decades on W
importance of data integrity and accuracy. We have developed millions of precise, manual geofences to provide th
geolocation data, available through an intuitive, self-service dashboard. And we have layered in analytics that allo
customer behavior and corporate activity. For hedge funds, this means market insights to support any strategy, wit
forecasts. Real estate brokers and investors can create reports within minutes that enable them to analyze markets,
foot traffic to any location. Retailers have access to 200 billion monthly data points to understand where visitors c
visited.

For over thirty years, we’ve serviced clients through a range of trusted brands to drive better decision making thro
Today, RetailStat unites those brands as an industry-leading retail intelligence provider dedicated to unwavering q
benefit from our extensive industry experience, our focus on client workflows and a broad suite of products, which
of data, reports, workflows, and analysis.

Aingel is an NYU-born analytics platform that is used by top VCs to source, select and predict successful early sta
them spot selection bias and avoid missing out on the next big deal.

Meeting the Air Pollution Challenge for all mankind Imagine a world where instead of just understanding the imp
AirSensa provides the technology, the know how and most importantly the data to support local governments, bus
level to reverse the impact of air pollution on men, women and children. Air Pollution – the facts According the T
Pollution, Oct 2017), 9 million deaths worldwide can be attributed to pollution worldwide in 2015. That is more th
Wales. In one year. Of these deaths, the biggest risk factor is air pollution, 6.5 million deaths. But what about even
reported on 3rd August 2018: “Regular exposure to even low levels of air pollution may cause changes to the hear
heart failure, experts say……This was despite the fact people in the study were exposed to pollution levels below
create change? We create urban sensor meshes of hundreds or even thousands of sensors to monitor air quality. By
platform STORRM, we create real time, hyper - local, granular readings of air pollution. This means that for the fi
is really happening, we can identify hot-spots and create meaningful plans to reduce pollution. If you are an enviro
authority or working within industry, we can help you better understand and manage what is one of the world’s cu
be an investor, looking to support and grow your portfolio with a dynamic and fundamental environmental techno
enormous health and economic impacts of poor air quality in every city in the world.

Alexandria Technology is an AI Natural Language Processing firm that turns massive amounts of text into actiona
sophisticated NLP engine in the industry, allowing us to deliver higher accuracy and stronger performance versus
professionals an information edge that translates to higher alpha and better Sharpe ratios within their investment p

Alliance News Limited was founded in 2013 to publish Alliance News, a real-time equities news service for UK f
investors. Today, Alliance News has grown to cover Italy and South Africa in the same way, while our Global 500
matter most to investors around the world. For all the latest information, please visit our website at www.alliancen
@AllNewsTeam
Alpha Vertex stands at the forefront of venture innovation, uniquely positioned as a hybrid between a venture cap
specialize in turning groundbreaking ideas into "UNICORNABLE" startups. Our commitment extends from idea-
A phase, providing a vertically integrated solution from our base in Europe to the world. Through our affiliation w
development firm Addevice LLC and its subsidiaries, we have carved out a niche in building and nurturing early-s

AlphaSense is the technology behind the business world’s most important decisions – from Wall Street to boardro
Trusted by over 6,000 leading companies – including 88% of the S&P 100, 80% of top global banks, and all 20 of
– our AI search and market intelligence platform empowers business leaders to move faster and with greater confi
the right moment. Whether investing, acquiring, advising, or launching, AlphaSense fuels the decisions where clar
Headquartered in New York City, AlphaSense employs over 2,500 people across offices in the U.S., U.K., Finland
information, please visit www.alpha-sense.com.

Sequentum, a data industry leader since 2008, with 100 employees in offices in the US, Australia and India, simpl
data extraction enabling our customers to focus on their most mission critical analysis and business decisions. We
reliably deliver the highest quality, most precise, transparent, compliant, auditable and trustworthy data to Global
government agencies and financial institutions. Get the Sequentum edge. Our core technology is available via: Paa
trusted, auditable, custom web data, when & how you want it, on a pay-as-you-go basis with no need to invest in s
Prem: Sequentum Enterprise: Our industry leading, data pipeline platform. Intuitive, integrated and customizable o
software efficiently centralizes and powers operations for data gathering, transformation, enrichment, structuring a
provides total control of data processing for completely trustworthy and optimal data output. DaaS: Managed Serv
managed services offering. The Sequentum team takes full responsibility for all your data operation needs and del
your specifications. Our white glove service includes detailed delivery plans, agent development, hosting, extracti
compliance, delivery and maintenance. DaaS: Curated Data Catalogs: Sequentum Data Sets includes a wide array
data feeds available for delivery with immediate turnaround. Intelligent Agent: Risk Alerts: Daily notifications for
with enterprise compliance.

Anchin is a leading accounting, tax, and advisory firm specializing in the needs of privately held companies, inves
individuals and families. Its highly focused industry specialization helps clients overcome challenges and achieve
Consistently recognized in respected "best of" lists for service, firm management, and employee satisfaction, Anch
and commitment to employee success and happiness. The full-service firm, with a staff of over 500, including mo
range of assurance, financial reporting, tax, and advisory services, including tax strategies and compliance; tax cre
international tax strategies; family office services, management, and succession advisory; growth, transition, and e
client accounting advisory services; and litigation support, forensic accounting and valuation services. Anchin has
New York, Boca Raton, Florida, and Palm Beach Gardens, Florida, and is an independent member of BKR Intern
firms with over 500 offices in over 80 countries globally.
MG Stover & Co. was founded in 2007 by prior Big 4 auditors and fund operators. We are a fund accounting and
specialized technology for portfolio and partnership accounting. We support a diverse range of clients including h
equity & venture capital funds, and family offices. Each client is assigned a dedicated Account Manager who resp
relationship including: fund operations, trade execution, NAV calculation and timely resolution of manager or inv
proven expertise in customizing third party administration and/or middle office solutions for its clients, while exec
with the highest level of integrity and service.

Recognized for its innovative and highly cost-competitive fund administration solutions, NAV’s experienced team
alternative fund types and sizes, including digital asset funds. Since its founding in 1991, NAV has grown to more
billion AUA. The company is headquartered in the United States, with four facilities in India and locations in Aus
Mauritius, Philippines, and Singapore; plus ability to service clients domiciled in multiple additional countries aro
Administrator - Voted #1 Administrator for Digital Assets - Award-winning service and technology - Best value i

Petra Funds Group is a leading global provider of fund administration, middle and back-office support, regulatory
private equity, venture funds, and private debt funds. Founded by private equity executives in 2021, Petra adminis
excess of +$230 billion in assets. We deliver tailored services to our valued client base from offices in the U.S. an
regional teams led by executives with deep experience in alternative investments and ESG and supported by a glo
fund administration solution and best-in-class technology enable our clients to scale their operations, reduce costs,
For more information, please visit: www.petrafundsgroup.com.

Langham Hall sets the highest standards in global private fund services. We are a leading provider of expert-led, t
AIFMD, depositary and host AIFM services. Our clients span private equity, real estate, infrastructure and private
global investment platforms. With more than 800 professionals across 10 offices, we support over 750 funds and a
senior-led teams combine technical precision, regulatory expertise and a long-term partnership mindset. Through o
Wolfram, we provide real-time reporting, automated compliance, and enhanced transparency — setting a new stan
Langham Hall is trusted by CFOs, GCs, and fund managers globally to deliver certainty where it matters most. W
Luxembourg, New York, Philadelphia, Jersey, Guernsey, Hong Kong, Singapore, Tokyo, and Shenzhen. We are a
the jurisdictions in which we operates, including the FCA (UK), CSSF (Luxembourg) and SEC (USA) etc.

Since 1993, Phoenix American has provided managing agent account and corporate services to leasing companies
industry. The company has been an innovator in services for asset-backed securitizations (Aviation ABS and Avia
finance vehicles including warehouse facilities, sale leasebacks, aviation funds, aviation loans, SPV's, Section 110
Chairman and Chief Executive Officer, founded Phoenix American as an equipment leasing investment fund spon
From the company’s origins as a fund sponsor, Phoenix American grew and diversified into a service provider for
developing systems and refining processes to optimize efficiency and support client success. Today, Phoenix Ame
and Shannon, Ireland. Phoenix American clients include many of the leading names in commercial aviation leasin
reputation as the leading provider of administration, accounting, corporate and managing agent services for the ind
Specialties

Trillion-Row Spreadsheet™, Ad Hoc Analytics, Time Series Analytics, Time Series Database, Alternative Data, C
Data Discovery, Cloud Based Analytics, Low Code No Code, Data Monitization, Business Intelligence, Self Serv

Directors'​Dealings, Insider Trading, Behavorial Finance, Insider Activity, Smart Money, and Quant Model

Artificial Investment Intelligence, Equities, Balance Sheet Optimisation, Investing, Machine Learning, Deep Tech
Alternative Data, Alpha forecasting, Smart Alpha, Deep Factor AI, and Finding Alpha

Data, Analytics, Intelligence, machine intelligence, data intelligence, alternative data, leading data, analytics as a s

No-Code NLP, Natural Language Processing, NLP, AI/ML, Unstructured Data, Text Analytics, Artificial Intellige

Artificial Intelligence, Supply Chain Risk Management, OSINT, Unstructured Data, Social Media Intelligence, Co
Knowledge Graph, Predictive Analytics, Deep Learning, Machine Learning, Generative AI, Natural Language Pro
Semantic Search, Threat Detection, AI Platform, Composite AI, Decision Intelligence, and Found
weather , data, forecasting, technology , business, apps, CTV, Streaming, Storm Warnings, Media, and Climate

Internet Publishing

Software Development

Human Capital Management, HR BPO, Payroll and Tax Services, PEO, Retirement, Talent Management, Human
Compliance, Benefits Administration, Payment Solutions, Time and Attendance, Health Care Reform, and ACA A
Geolocation Data, Real Estate Analytics, and Financial Analytics

Private Company Coverage, Credit Intelligence, Industry Credit Scoring, Bankruptcy Notification, Retail News &
Analysis, Real Estate Tools, Store Trends, Store Overlap Analysis, Void Analysis, and Sales Per Square Foot Rep

Artificial Intelligence, Venture Finance, and Early Stage Investing

environmental technology, innovation, environmental consultancy, and environmental investment

Text Analytics, Topic Modelling, NLP, News Analytics, Sentiment, Alternative Data, Machine Learning, Artificia
Quants, By Quants, Text Classification, Alpha Generation, Natural Language Processing, Sentiment Analysis, Ear
Macroeconomic, ESG, Quantitative Research, and Quantitative Investing

U.K., equities, news, real-time, companies, markets, economics, and London Stock Exchange
Comprehensive Entrepreneurial Support: From technical development to marketing and beyond, we ensure every
expertise. Co-Investment Opportunities: We invest alongside our entrepreneurs, sharing both the risks and reward
Market Entry: Fast-track from idea to MVP with our structured processes, emphasizing quality and rapid developm
Non-EU residents benefit from our hands-on support in establishing business operations in Europe, particularly ou
able to offer the same support for the US market. Key Traits of Our Entrepreneurs: Entrepreneurial Spirit: Whethe
leadership (CEO, COO, CTO). Skills and Experience: Deep industry insight, exceptional leadership, analytical thi
criticism, and strategic execution. Personal Qualities: Determination, resilience, commitment, and dedication.

semantic search, investment research, company research, competitive intelligence, market intelligence, sentiment
research, corporate strategy, and AI

Web Scraping, Managed Data Services, Data Products, Data Extraction, Data Platform, Data Operations, Data Co
Technology, Data Composability, Data Observability , Auditable Data Operations, Custom Data Sets, End-to-end
Agents, Custom News Alerts, Data Subscriptions, Data Pipelines, AI, Trust and Transparency in Data, Web Craw

Financial Services, Business Advisory Services, Tax Advisory Services, Tax Controversy, State and Local Tax Iss
Development, Litigation, Forensic and Valuation Services, Merger and Acquisitions, and Accounting and Auditin
Hedge Fund Administration, Fund Accounting, Investor Services, Fund Start-Up, Private Equity Fund Administra
Administration, Treasury Services, Cryptocurrency, and Real Estate

Hedge Fund Administration, Backoffice & Middle Office Service, Managed Accounts Services, Fund of Hedge F
Fund Administration, Hedge Fund Tax prep, Commodity Pools Fund Administration, Multi-Advisor Platforms Fu
funds, Venture Capital, Hedge Fund Audit, Private Equity and Real Estate Fund Administration, Financial Statem
Commodity Pools, Hedge Funds Tax Accounting, and Cryptocurrency Funds

Private Equity, Alternative Investments, Compliance, Fund Accounting, Management Company Accounting, Ven
Funds, Fund Administration, ESG, Directorships, and Dutch Administration

Real estate fund accounting and administration services, Private equity fund accounting and administration service
Secondaries fund accounting and administration services, AIFMD services, Depositary, Annex IV, Real Estate, an

Printing & Fullfillment, Aviation Leasing Finance, Accounting, Aviation Funds, Aviation Loans, and Corporate S
Category

Alternative Data Providers

Alternative Data Providers

Market Data & Information Services

AI & NLP Analytics Vendors

Regulatory & Compliance Data Services

Business & Workforce Data

News & Research Data Services

News & Research Data Services

Trading & Market Infrastructure Services

Regulatory & Compliance Data Services

Business & Workforce Data

Private Markets & Company Intelligence

Alternative Data Providers

News & Research Data Services

Trading & Market Infrastructure Services

Regulatory & Compliance Data Services

Trading & Market Infrastructure Services

Regulatory & Compliance Data Services

Subcategory LinkedIn

Consumer / Transaction / Web Data https://www.linkedin.com/company/1010data/

Consumer / Transaction / Web Data https://www.linkedin.com/company/2iq-research-gmbh/?

Index Providers https://www.linkedin.com/company/thirdai/?originalSubd

NLP / Document Intelligence https://www.linkedin.com/company/7park-data/

KYC / AML / Compliance Data https://www.linkedin.com/company/accern/

HR / Employment Data https://www.linkedin.com/company/accreteai/

Financial / Industry News https://www.linkedin.com/company/accuweather/

Financial / Industry News https://www.linkedin.com/company/acquisdata-inc/

Exchanges / Trading Tech https://www.linkedin.com/company/adaptiverealestate/

KYC / AML / Compliance Data https://www.linkedin.com/company/adp/

HR / Employment Data https://www.linkedin.com/company/advan-research-corp

https://www.linkedin.com/company/retailstat/

Venture / PE / Company Data https://www.linkedin.com/company/aingel/

Environmental / Geospatial / Mobility Data https://www.linkedin.com/company/airsensa/?originalSu

Financial / Industry News https://www.linkedin.com/company/alexandriatechnolog

Exchanges / Trading Tech https://www.linkedin.com/company/alliance-news-limite

KYC / AML / Compliance Data https://www.linkedin.com/company/alpha-vertex/

Exchanges / Trading Tech https://www.linkedin.com/company/alphasense/

KYC / AML / Compliance Data https://www.linkedin.com/company/sequentum/

https://www.linkedin.com/company/anchin-block-&-anch
https://www.linkedin.com/company/mg-stover-llc/about/

https://www.linkedin.com/company/nav-fund-administra

https://www.linkedin.com/company/petra-funds-group/ab

https://www.linkedin.com/company/langham-hall-uk-llp/

https://www.linkedin.com/company/phoenix-american/ab
om/company/1010data/

om/company/2iq-research-gmbh/?originalSubdomain=de

om/company/thirdai/?originalSubdomain=uk

om/company/7park-data/

om/company/accern/

om/company/accreteai/
om/company/accuweather/

om/company/acquisdata-inc/

om/company/adaptiverealestate/

om/company/adp/
om/company/advan-research-corporation/

om/company/retailstat/

om/company/aingel/

om/company/airsensa/?originalSubdomain=uk

om/company/alexandriatechnology/

om/company/alliance-news-limited/?originalSubdomain=uk
om/company/alpha-vertex/

om/company/alphasense/

om/company/sequentum/

om/company/anchin-block-&-anchin-llp/about/
om/company/mg-stover-llc/about/

om/company/nav-fund-administration-group/about/

om/company/petra-funds-group/about/

om/company/langham-hall-uk-llp/about/

om/company/phoenix-american/about/
 Department
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Data & AI
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Engineering & Technology
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Finance & Accounting & Business Strategy & Operations
Product & Solutions
Product & Solutions
Product & Solutions
Product & Solutions
Product & Solutions
Product & Solutions
Product & Solutions
Product & Solutions
Research & Quantitative Analytics
Research & Quantitative Analytics
Research & Quantitative Analytics
Research & Quantitative Analytics
Research & Quantitative Analytics
Sales & Marketing & Client Relations & Customer Success
Sales & Marketing & Client Relations & Customer Success
Sales & Marketing & Client Relations & Customer Success
Sales & Marketing & Client Relations & Customer Success
Sales & Marketing & Client Relations & Customer Success
Sales & Marketing & Client Relations & Customer Success
Sales & Marketing & Client Relations & Customer Success
Sales & Marketing & Client Relations & Customer Success
Sales & Marketing & Client Relations & Customer Success
Sales & Marketing & Client Relations & Customer Success
Sales & Marketing & Client Relations & Customer Success
Sales & Marketing & Client Relations & Customer Success
Sales & Marketing & Client Relations & Customer Success
Sales & Marketing & Client Relations & Customer Success
Sales & Marketing & Client Relations & Customer Success
 Sub-department Title
Analytics Data Analyst
Analytics Platform Analyst
Analytics Data-Business Analyst
Analytics Senior Data Analyst
Applied Science Applied Scientist
Applied Science Staff Applied Scientist
Engineering Machine Learning Engineer
Engineering Lead Software/Data Engineer
Engineering Data Lead
Engineering Data Engineer / Data Engineer III
Engineering AI Software Engineer
Engineering Data Architect
Engineering Senior ML/NLP Engineer
Engineering Sr. ML & NLP Engineer
Leadership VP of AI Platform
Leadership VP of AI Research
Product Data Product Developer
Science Director of Data Science
Science Data Scientist
Science Senior Principal of Data Science
Science Lead Research Scientist
Specialist Agentic Engineer
Specialist Prompt Engineer
Specialist Insight & Decision Automation Expert
Applied Forward Deployed Engineer (AI)
Architecture Technical Lead
Architecture Technical Architect
DevOps Principal DevOps Engineer
DevOps Sr. DevOps Engineer
Infrastructure Site Reliability Engineer
Management Director of Software Development Engineering
Management Team Lead – Engineering
Management Engineering Manager
Security IT Security Specialist I
Security Security Software Engineer
Security Security Engineer
Software Programmer
Software Software Engineer / Software Engineer II / SWE
Software Lead Developer
Software Lead Software Engineer
Software Engineering Lead
Software Senior Software Engineer
Software Distinguished Developer
Software Senior Software Engineer Quality
Software Senior Engineer II
Specialist Information Operations Officer
Support Logistics Specialist
Testing Test Engineering Manager
Finance Accountant
Finance Financial Analyst
Finance Staff Accountant
Finance Financial Data Analyst
Finance Accounting Manager
Finance Financial Research Analyst
Finance Stock Analyst
Finance Senior/Lead Financial Analyst
Operations Director of Operations
Operations Director of Federal Operations
Operations Operations Head
Operations Operations Coordinator
Operations Program Manager
Operations Technical Program Manager
Operations Project Manager
Strategy Finance Strategy Associate
Strategy Strategy & Operations
IT Product Information Technology Product Manager
Product Associate Product Manager
Product Product & Strategy
Product Product Manager
Product Senior Product Manager
Solutions Cloud Engineer
Solutions Solution Architect
Support Technical Support Specialist
Finance Financial Research Analyst
Quantitative Quantitative Analyst
Quantitative Quantitative Research Analyst
Research Research Analyst
Research Equity Research Analyst
Business Development Head of Enterprise Business Development
Business Development Strategic Partnerships Executive
Business Development Commercial Partnerships Lead
Business Development Business Development Manager
Business Development West Region Business Development
Client Relations Customer Engagement Analyst
Client Relations Account Manager
Client Relations Account Executive / Senior Account Executive
Customer Success Director of Customer Success
Customer Success Customer Success Manager
Marketing Marketing Operations Assistant
Marketing Marketing Officer
Sales Sales Operations Director
Sales Enterprise Sales Leader
Sales Sales Executive
 Level
Entry–Mid Lead Software/Data Engineer
Mid Data Architect
Mid–Senior Data Lead
Senior Agentic Engineer
Entry–Senior Insight & Decision Automation Expert
Staff/Principal Technical Lead
Entry–Senior Technical Architect
Lead Technical Architect
Lead/Manager Team Lead – Engineering
Mid–Senior Engineering Manager
Mid–Senior Engineering Lead
Senior Lead Developer
Senior Lead Software Engineer
Senior–Principal Information Technology Product Manager
VP/Executive Product & Strategy
VP/Executive Solution Architect
Entry–Director Strategic Partnerships Executive
Director Commercial Partnerships Lead
Mid–Senior Business Development Manager
Principal/Expert Customer Engagement Analyst
Senior Director of Customer Success
Specialist Customer Success Manager
Specialist Marketing Officer
Specialist Sales Operations Director
Applied/Field Enterprise Sales Leader
Lead Sales Executive
Senior
Principal/Expert
Senior
Mid–Senior
Director
Lead/Manager
Manager
Entry–Mid
Mid–Senior
Mid–Senior
Entry/General
Entry–Mid
Lead
Lead
Lead
Mid–Senior
Principal/Expert
Senior
Senior
Specialist
Entry–Mid
Manager
Entry
Entry–Lead
Entry–Mid
Entry–Senior
Manager
Mid
Mid–Senior
Senior–Lead
Director
Director
Director–VP
Entry–Mid
Manager
Manager
Mid–Manager
Entry–Mid
VP/Executive
Mid–Senior
Entry–Mid
General/Hybrid
Mid–Senior
Senior
Mid
Senior
Entry–Mid
Mid
Mid–Senior
Mid–Senior
Entry–Mid
Mid–Senior
Executive
Executive
Lead/Manager
Mid–Senior
Regional/Executive
Entry–Mid
Mid–Senior
Mid–Senior
Director
Mid–Director
Entry
Mid
Director
Executive
Mid–Senior
ware/Data Engineer

Decision Automation Expert

– Engineering

ware Engineer
n Technology Product Manager

artnerships Executive
al Partnerships Lead
evelopment Manager
Engagement Analyst
Customer Success
Success Manager

ations Director
Sales Leader
 Department
Advisory / Finance / Tax / Audit
Advisory / Finance / Tax / Audit
Advisory / Finance / Tax / Audit
Advisory / Finance / Tax / Audit
Advisory / Finance / Tax / Audit
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Client Services & Fund Administration
Marketing
Quality Control / Support
Quality Control / Support
Sales & Business Development
Sales & Business Development
Sales & Business Development
Sales & Business Development
Sales & Business Development
Sales & Business Development
Sales & Business Development
Sales & Business Development
Sales & Business Development
Sales & Business Development
Sales & Business Development
Technology / Engineering / Data
Technology / Engineering / Data
Technology / Engineering / Data
Technology / Engineering / Data
Technology / Engineering / Data
Technology / Engineering / Data
Technology / Engineering / Data
Technology / Engineering / Data
Technology / Engineering / Data
Technology / Engineering / Data
Technology / Engineering / Data
 Title
Director of Finance
Director of Internal Audit
Managing Director – Head of Credit
Senior Tax Associate
Senior Tax Manager
Investment Operations Analyst
Private Equity Administration
Hedge Fund Administrator
Private Equity / Credit Fund Accounting Director
Hedge Fund Associate
Fund Accountant
Treasury Associate
Head of Operations – Portfolio Reporting and Analytics
Manager, Hedge Fund Client Services
Accounting Manager
Credit Accounting Manager
Treasury Manager
Operations Manager
Valuation Manager
Assistant Controller
Senior Fund Accountant
Senior Director of West Coast Operations
Senior Manager Corporate Accounting Client Services
Marketing Manager
Quality Control Associate
Data Entry Specialist
Investor Service Representative
Sales Associate
Investor Relations Associate
VP Sales
Head of Product / VP of Product Management
Sales Operations Manager
Investor Relations Manager
Manager, Client Services
Account Manager
Senior Investor Services
Senior Director (assumed BD context)
Data Analyst
Business Analyst
Microstrategy Developer
Programmer
Software Developer
Engineering Manager
IT Manager
Team Manager (IT/Tech context)
Project Manager
Sr. Software Engineer
Tech Support
 Level
Director
Director
Managing Director
Senior Associate
Senior Manager
Analyst
Associate / Manager
Associate / Specialist
Director
Entry / Associate
Entry / Associate
Entry / Associate
Head
Manager
Manager
Manager
Manager
Manager
Manager
Manager / Senior
Senior Associate
Senior Director
Senior Manager
Manager
Associate
Entry
Entry
Entry / Associate
Entry / Associate
Executive
Head / VP
Manager
Manager
Manager
Mid
Senior / Specialist
Senior Director
Analyst
Analyst
Developer (BI Specialist)
Entry / Mid Developer
Entry-Mid
Manager
Manager
Manager
Manager
Senior Engineer
Specialist