Career Transition Map

Senior Data Scientist, Equities

Vanguard

Vice President, Data Science — BXDS/BXMA

Blackstone

Applied AI Engineer, Global Banking & Markets

Goldman Sachs

Data Scientist, Mi-Analytics

Point72

Senior Machine Learning Engineer (AI Insurtech)

EvolutionIQ

Assistant Director - Data Scientist

Moody's

Senior Software Engineer (Machine Learning)

Valor Equity Partners

Staff Machine Learning Engineer, Fraud Intelligence R&D

PayPal

Senior Data Engineer, Insurance AI/ML

Federato

Software Engineer, Data Platform

Ramp

Software Engineer, Applied AI

Savvy Wealth

Machine Learning Engineer

Ritual

From: ML engineer

12 roles

AI/ML Engineer, Global Banking & Markets, Investment Banking

Goldman Sachs

Senior Data Scientist — Data Foundations & AI

Plaid

Applied AI Engineer, Global Banking & Markets

Goldman Sachs

Lead Software Engineer, AI Agents & Orchestration

Nubank

Machine Learning Engineer, Agentic AI

Zillow

Senior Business Data Scientist, Agentic AI, Finance

Google

Senior Machine Learning Engineer (AI Insurtech)

EvolutionIQ

AI Engineer

Next Insurance

Senior Machine Learning Engineer

Mercury

Machine Learning Engineer, Payments ML Accelerator

Stripe

Product Manager, ML Foundations and GenAI

Stripe

Finance Expert - Macro Research Analyst

xAI

From: software engineer

9 roles

NLP Engineer

Point72

AI/ML Engineer, Global Banking & Markets, Investment Banking

Goldman Sachs

Senior Software Engineer (Machine Learning)

Valor Equity Partners

Prompt Engineer, Agent Prompts & Evals

Anthropic

Staff Machine Learning Engineer, Fraud Intelligence R&D

PayPal

Senior Data Engineer, Insurance AI/ML

Federato

Software Engineer, Data Platform

Ramp

Software Engineer, Applied AI

Savvy Wealth

Machine Learning Engineer

Ritual

From: research scientist

9 roles

Machine Learning Researcher — Options

Citadel Securities

Machine Learning Engineer, Payments ML Accelerator

Stripe

Senior Software Engineer (Machine Learning)

Valor Equity Partners

Staff Machine Learning Engineer, Fraud Intelligence R&D

PayPal

Quantitative Researcher, Full-Time Campus Hire

Two Sigma

Senior Data Engineer, Insurance AI/ML

Federato

Software Engineer, Data Platform

Ramp

Software Engineer, Applied AI

Savvy Wealth

Machine Learning Engineer

Ritual

From: quantitative analyst

8 roles

Senior Data Scientist — Data Foundations & AI

Plaid

Senior Data Scientist, Equities

Vanguard

Data Scientist, Mi-Analytics

Point72

Data Scientist, U.S. Treasury Fiscal Projections

Federal Reserve Bank of St. Louis

Data Scientist II, QuantumBlack AI

McKinsey & Company

Senior Associate, Data Science — Consumer Credit Risk

Capital One

Quantitative Researcher, Full-Time Campus Hire

Two Sigma

Senior Data Scientist, Data Solutions

Chainalysis

From: ML researcher

7 roles

NLP Engineer

Point72

Machine Learning Researcher — Options

Citadel Securities

Machine Learning Researcher — PhD Graduate

Citadel

Senior Data Scientist, Equities

Vanguard

Senior Quantitative Researcher – Algo

Man Group

Data Scientist, Mi-Analytics

Point72

Assistant Director - Data Scientist

Moody's

From: data engineer

7 roles

Senior Machine Learning Engineer

Mercury

Senior Software Engineer (Machine Learning)

Valor Equity Partners

Staff Machine Learning Engineer, Fraud Intelligence R&D

PayPal

Senior Data Engineer, Insurance AI/ML

Federato

Software Engineer, Data Platform

Ramp

Software Engineer, Applied AI

Savvy Wealth

Machine Learning Engineer

Ritual

From: applied scientist

5 roles

AI/ML Engineer, Global Banking & Markets, Investment Banking

Goldman Sachs

Senior Data Scientist — Data Foundations & AI

Plaid

Vice President, Data Science — BXDS/BXMA

Blackstone

Senior Business Data Scientist, Agentic AI, Finance

Google

Machine Learning Engineer, Payments ML Accelerator

Stripe

From: management consultant

5 roles

Finance & Strategy, Compute Infrastructure

Anthropic

Corporate Finance & Strategy, Workforce & OPEX

Anthropic

Strategic Finance Manager, GenAI

Scale AI

Finance & Strategy, Product Intelligence

Anthropic

Corporate Finance & Strategy, Planning & Reporting

Anthropic

From: Research Analyst

5 roles

Contract Data Research & Visualization Specialist

General Catalyst

Data Scientist, U.S. Treasury Fiscal Projections

Federal Reserve Bank of St. Louis

Data Scientist II, QuantumBlack AI

McKinsey & Company

Senior Associate, Data Science — Consumer Credit Risk

Capital One

Senior Data Scientist, Data Solutions

Chainalysis

From: analyst

5 roles

Prompt Engineer, Agent Prompts & Evals

Anthropic

Data Scientist, U.S. Treasury Fiscal Projections

Federal Reserve Bank of St. Louis

Data Scientist II, QuantumBlack AI

McKinsey & Company

Senior Associate, Data Science — Consumer Credit Risk

Capital One

Senior Data Scientist, Data Solutions

Chainalysis

From: NLP engineer

4 roles

NLP Engineer

Point72

Machine Learning Engineer, Agentic AI

Zillow

Data Scientist

Spade

Senior Machine Learning Engineer (AI Insurtech)

EvolutionIQ

From: FP&A analyst

4 roles

Finance & Strategy, Compute Infrastructure

Anthropic

Corporate Finance & Strategy, Workforce & OPEX

Anthropic

Strategic Finance Manager, GenAI

Scale AI

Corporate Finance & Strategy, Planning & Reporting

Anthropic

From: investment banker

4 roles

Finance & Strategy, Compute Infrastructure

Anthropic

Corporate Finance & Strategy, Planning & Reporting

Anthropic

Senior Analyst, Investor Relations

Toast

Investor Relations Manager

GitLab

From: statistician

4 roles

Data Scientist, U.S. Treasury Fiscal Projections

Federal Reserve Bank of St. Louis

Data Scientist II, QuantumBlack AI

McKinsey & Company

Senior Associate, Data Science — Consumer Credit Risk

Capital One

Senior Data Scientist, Data Solutions

Chainalysis

From: Quantitative Researcher

3 roles

Vice President, Data Science — BXDS/BXMA

Blackstone

Applied AI Engineer, Global Banking & Markets

Goldman Sachs

Assistant Director - Data Scientist

Moody's

From: Data Analyst

3 roles

Data Scientist, All Levels

Ramp

Contract Data Research & Visualization Specialist

General Catalyst

Product Manager, ML Foundations and GenAI

Stripe

From: equity research analyst

3 roles

Finance & Strategy, Product Intelligence

Anthropic

Senior Analyst, Investor Relations

Toast

Investor Relations Manager

GitLab

From: backend engineer

3 roles

Senior Machine Learning Engineer (AI Insurtech)

EvolutionIQ

AI Engineer

Next Insurance

Senior Machine Learning Engineer

Mercury

From: corporate finance associate

3 roles

Corporate Finance & Strategy, Planning & Reporting

Anthropic

Senior Analyst, Investor Relations

Toast

Investor Relations Manager

GitLab

From: computational scientist

2 roles

Machine Learning Researcher — Options

Citadel Securities

Machine Learning Researcher — PhD Graduate

Citadel

From: AI platform lead

2 roles

AI Product Engineer, Director

BlackRock

Lead Software Engineer, AI Agents & Orchestration

Nubank

From: Business Intelligence Analyst

2 roles

Data Scientist, All Levels

Ramp

Contract Data Research & Visualization Specialist

General Catalyst

From: Fintech Data Scientist

2 roles

Data Scientist, All Levels

Ramp

Senior Data Scientist, BEES Fintech

AB InBev

From: Investment Banking VP

2 roles

Finance Expert - Corporate Finance

xAI

Finance Manager, AI/ML Finance

Google

From: Software Engineer with ML background

2 roles

Applied AI Engineer, Global Banking & Markets

Goldman Sachs

Machine Learning Engineer, Agentic AI

Zillow

From: Senior Data Scientist

2 roles

Senior Data Scientist, BEES Fintech

AB InBev

Senior Business Data Scientist, Agentic AI, Finance

Google

From: Investment Banking Analyst/Associate

2 roles

Finance & Strategy, Product

Anthropic

Associate or Senior Associate, AI

Bessemer Venture Partners

From: Private Equity Analyst

2 roles

Finance & Strategy, Product

Anthropic

Associate or Senior Associate, AI

Bessemer Venture Partners

From: LLM Application Developer

2 roles

Lead Software Engineer, AI Agents & Orchestration

Nubank

Staff AI Engineer

MX Technologies

From: platform engineer

2 roles

AI Engineer

Next Insurance

Senior Machine Learning Engineer

Mercury

From: model risk analyst

2 roles

Director, Machine Learning & Platform

Flex

Technology Risk Consultant, Financial Services

From: compliance officer

2 roles

Director, Machine Learning & Platform

Flex

Technology Risk Consultant, Financial Services

From: internal auditor

2 roles

Director, Machine Learning & Platform

Flex

Technology Risk Consultant, Financial Services

From: risk manager

2 roles

Director, Machine Learning & Platform

Flex

Technology Risk Consultant, Financial Services

From: IR coordinator

2 roles

Senior Analyst, Investor Relations

Toast

Investor Relations Manager

GitLab

From: computational linguist

1 role

NLP Engineer

Point72

From: quant developer

1 role

AI/ML Engineer, Global Banking & Markets, Investment Banking

Goldman Sachs

From: PhD in CS/statistics/ML

1 role

Machine Learning Researcher — Options

Citadel Securities

From: PhD researcher

1 role

Machine Learning Researcher — PhD Graduate

Citadel

From: academic researcher

1 role

Machine Learning Researcher — PhD Graduate

Citadel

From: ML engineering director

1 role

AI Product Engineer, Director

BlackRock

From: principal engineer

1 role

AI Product Engineer, Director

BlackRock

From: engineering manager

1 role

AI Product Engineer, Director

BlackRock

From: financial analyst

1 role

Senior Data Scientist, Equities

Vanguard

From: corporate finance professional

1 role

Finance & Strategy, Compute Infrastructure

Anthropic

From: corporate finance analyst

1 role

Corporate Finance & Strategy, Workforce & OPEX

Anthropic

From: strategic finance associate

1 role

Corporate Finance & Strategy, Workforce & OPEX

Anthropic

From: investment banking analyst

1 role

Strategic Finance Manager, GenAI

Scale AI

From: strategic finance analyst

1 role

Strategic Finance Manager, GenAI

Scale AI

From: STEM Graduate

1 role

2026 Early Career - Gen AI, Data Engineering Analyst

AIG

From: Data Engineering Intern

1 role

2026 Early Career - Gen AI, Data Engineering Analyst

AIG

From: Software Engineering Intern

1 role

2026 Early Career - Gen AI, Data Engineering Analyst

AIG

From: Financial Analyst with ML skills

1 role

Vice President, Data Science — BXDS/BXMA

Blackstone

From: Analytics Engineer

1 role

Data Scientist, All Levels

Ramp

From: VP Corporate Finance

1 role

Finance Expert - Corporate Finance

xAI

From: Director FP&A

1 role

Finance Expert - Corporate Finance

xAI

From: CFO / Controller

1 role

Finance Expert - Corporate Finance

xAI

From: Credit Risk Analyst

1 role

Senior Data Scientist, BEES Fintech

AB InBev

From: ML Engineer with finance background

1 role

Senior Data Scientist, BEES Fintech

AB InBev

From: Product Finance Manager

1 role

Finance & Strategy, Product

Anthropic

From: Corporate Development Analyst

1 role

Finance & Strategy, Product

Anthropic

From: PhD in CS/ML/Statistics

1 role

Quantitative Researcher

Schonfeld

From: Quantitative Research Intern

1 role

Quantitative Researcher

Schonfeld

From: ML Research Scientist

1 role

Quantitative Researcher

Schonfeld

From: Data Scientist with trading background

1 role

Quantitative Researcher

Schonfeld

From: Senior AI/ML Product Manager

1 role

Principal Product Manager, AI Platform

Interface AI

From: Platform Product Manager

1 role

Principal Product Manager, AI Platform

Interface AI

From: Technical Product Manager with ML background

1 role

Principal Product Manager, AI Platform

Interface AI

From: Senior Software Engineer with AI experience

1 role

Lead Software Engineer, AI Agents & Orchestration

Nubank

From: Head of Data Science

1 role

Global Head, Data Science

S&P Global

From: VP of ML/AI

1 role

Global Head, Data Science

S&P Global

From: Director of Data Science

1 role

Global Head, Data Science

S&P Global

From: Chief Data Scientist

1 role

Global Head, Data Science

S&P Global

From: Senior ML Research Scientist

1 role

Principal Machine Learning Engineer, Agentic AI

Zillow

From: Principal ML Engineer

1 role

Principal Machine Learning Engineer, Agentic AI

Zillow

From: AI Research Lead

1 role

Principal Machine Learning Engineer, Agentic AI

Zillow

From: PhD in CS/AI

1 role

Principal Machine Learning Engineer, Agentic AI

Zillow

From: AI Applications Developer

1 role

Machine Learning Engineer, Agentic AI

Zillow

From: AI Risk Manager

1 role

AI Product Management, Vice President

Morgan Stanley

From: Technology Risk VP

1 role

AI Product Management, Vice President

Morgan Stanley

From: Model Risk Manager

1 role

AI Product Management, Vice President

Morgan Stanley

From: Senior Product Manager with AI governance focus

1 role

AI Product Management, Vice President

Morgan Stanley

From: AI Research Scientist transitioning to VC

1 role

Associate or Senior Associate, AI

Bessemer Venture Partners

From: Management Consultant with tech focus

1 role

Associate or Senior Associate, AI

Bessemer Venture Partners

From: Senior ML Engineer

1 role

Staff AI Engineer

MX Technologies

From: AI Platform Engineer

1 role

Staff AI Engineer

MX Technologies

From: Senior Software Engineer with ML experience

1 role

Staff AI Engineer

MX Technologies

From: AI Strategy Lead

1 role

Director, AI Innovation

ATLAS SP Partners

From: Senior AI Consultant

1 role

Director, AI Innovation

ATLAS SP Partners

From: ML Engineer moving to strategy

1 role

Director, AI Innovation

ATLAS SP Partners

From: Product Manager with AI focus

1 role

Director, AI Innovation

ATLAS SP Partners

From: Data Scientist at fintech

1 role

Data Scientist

Spade

From: ML Engineer with NLP focus

1 role

Data Scientist

Spade

From: Research Scientist - NLP

1 role

Data Scientist

Spade

From: Data Scientist early career

1 role

Contract Data Research & Visualization Specialist

General Catalyst

From: strategic finance manager

1 role

Finance & Strategy, Product Intelligence

Anthropic

From: product analyst

1 role

Finance & Strategy, Product Intelligence

Anthropic

From: IB vice president

1 role

Director, Strategic Finance

Scale AI

From: PE principal

1 role

Director, Strategic Finance

Scale AI

From: growth equity investor

1 role

Director, Strategic Finance

Scale AI

From: VP strategic finance

1 role

Director, Strategic Finance

Scale AI

From: Quant Researcher

1 role

Quantitative Risk Modeling Manager

Coinbase

From: Derivatives Risk Analyst

1 role

Quantitative Risk Modeling Manager

Coinbase

From: Financial Engineer

1 role

Quantitative Risk Modeling Manager

Coinbase

From: Quant Researcher at Hedge Fund

1 role

Senior Quantitative Researcher – Algo

Man Group

From: Academic Quantitative Finance Researcher

1 role

Senior Quantitative Researcher – Algo

Man Group

From: AI Research Engineer

1 role

Senior Business Data Scientist, Agentic AI, Finance

Google

From: Senior Financial Analyst

1 role

Finance Manager, AI/ML Finance

Google

From: FP&A Manager

1 role

Finance Manager, AI/ML Finance

Google

From: Finance Manager

1 role

Finance Manager, AI/ML Finance

Google

From: DevOps engineer

1 role

AI Engineer

Next Insurance

From: risk analyst

1 role

Assistant Director - Data Scientist

Moody's

From: deep learning engineer

1 role

Machine Learning Engineer, Payments ML Accelerator

Stripe

From: compliance manager

1 role

Director, AI Governance, Automation & Analytics

AlphaSense

From: risk officer

1 role

Director, AI Governance, Automation & Analytics

AlphaSense

From: policy analyst

1 role

Director, AI Governance, Automation & Analytics

AlphaSense

From: technology auditor

1 role

Director, AI Governance, Automation & Analytics

AlphaSense

From: product manager

1 role

Product Manager, ML Foundations and GenAI

Stripe

From: UX researcher

1 role

Product Manager, ML Foundations and GenAI

Stripe

From: technical writer

1 role

Prompt Engineer, Agent Prompts & Evals

Anthropic

From: finance professional

1 role

Prompt Engineer, Agent Prompts & Evals

Anthropic

From: PhD mathematician

1 role

Quantitative Researcher, Full-Time Campus Hire

Two Sigma

From: physicist

1 role

Quantitative Researcher, Full-Time Campus Hire

Two Sigma

From: PhD student

1 role

Finance Expert - Macro Research Analyst

xAI

From: postdoc

1 role

Finance Expert - Macro Research Analyst

xAI

From: research scientist at AI lab

1 role

Finance Expert - Macro Research Analyst

xAI