Who we are Foundation models transformed text and images. Structured data - the largest and most consequential data format in the world - stayed untouched, until now. What LLMs did for language, w ...
Who we are Foundation models transformed text and images. Structured data - the largest and most consequential data format in the world - stayed untouched, until now. What LLMs did for language, w ...
Model/Anlys/Valid Officer
New York, NY ยท On-site
$225K - $250K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Citigroup Global Markets Inc. seeks a Model/Anlys/Valid Officer for its New York, New York location. Duties: Apply mathematical theories and no-arbitrage pricing techniques to develop, maintain and ...
Model/Anlys/Valid Officer
New York, NY ยท On-site
$225K - $250K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Citigroup Global Markets Inc. seeks a Model/Anlys/Valid Officer for its New York, New York location. Duties: Apply mathematical theories and no-arbitrage pricing techniques to develop, maintain and ...
THE ROLE As a Business Model Research Analyst, you will help identify promising markets, companies, products, operators, and investment or growth opportunities. You will turn ambiguous information ...
Quick apply
THE ROLE As a Business Model Research Analyst, you will help identify promising markets, companies, products, operators, and investment or growth opportunities. You will turn ambiguous information ...
THE ROLE As a Business Model Research Analyst, you will help identify promising markets, companies, products, operators, and investment or growth opportunities. You will turn ambiguous information ...
Quick apply
THE ROLE As a Business Model Research Analyst, you will help identify promising markets, companies, products, operators, and investment or growth opportunities. You will turn ambiguous information ...
THE ROLE As a Business Model Research Analyst, you will help identify promising markets, companies, products, operators, and investment or growth opportunities. You will turn ambiguous information ...
Quick apply
THE ROLE As a Business Model Research Analyst, you will help identify promising markets, companies, products, operators, and investment or growth opportunities. You will turn ambiguous information ...
THE ROLE As a Business Model Research Analyst, you will help identify promising markets, companies, products, operators, and investment or growth opportunities. You will turn ambiguous information ...
Quick apply
THE ROLE As a Business Model Research Analyst, you will help identify promising markets, companies, products, operators, and investment or growth opportunities. You will turn ambiguous information ...
THE ROLE As a Business Model Research Analyst, you will help identify promising markets, companies, products, operators, and investment or growth opportunities. You will turn ambiguous information ...
Quick apply
THE ROLE As a Business Model Research Analyst, you will help identify promising markets, companies, products, operators, and investment or growth opportunities. You will turn ambiguous information ...
Data Modeler
New York, NY ยท On-site
$60 - $77.75/hr
Work with Business Architects, Solution Architects, and Data Stewards to capture business requirements in a Conceptual and Logical Data Model. * Contribute to ongoing updates to data modeling ...
Quick apply
Data Modeler
New York, NY ยท On-site
$60 - $77.75/hr
Work with Business Architects, Solution Architects, and Data Stewards to capture business requirements in a Conceptual and Logical Data Model. * Contribute to ongoing updates to data modeling ...
Data Modeling ,
Warren, NJ ยท On-site
$56.75 - $73.75/hr
... ER-Model Have working Knowledge of Industry Standard Reporting/ETL tools. Having good PL SQL Skills Have good Banking and Financial Domain Knowledge is Must. Preferred/Good to have Worked in both ...
Data Modeling ,
Warren, NJ ยท On-site
$56.75 - $73.75/hr
... ER-Model Have working Knowledge of Industry Standard Reporting/ETL tools. Having good PL SQL Skills Have good Banking and Financial Domain Knowledge is Must. Preferred/Good to have Worked in both ...
Data Modeler
Iselin, NJ ยท On-site
Data Modeler Location: Iselin, NJ or Charlotte, NC (Hybrid from Day one) Duration: 6-12 months Skills: * Strong Data Modelling Exp * Good experience with Data Modelling tools like Erwin. * Enterprise ...
Data Modeler
Iselin, NJ ยท On-site
Data Modeler Location: Iselin, NJ or Charlotte, NC (Hybrid from Day one) Duration: 6-12 months Skills: * Strong Data Modelling Exp * Good experience with Data Modelling tools like Erwin. * Enterprise ...
Data Modeler
$60 - $77.75/hr
... model documentation including detailed descriptions of business entities, attributes, and data relationships. - Developed mapping spreadsheets for (ETL) team with source to target data mapping with ...
Data Modeler
$60 - $77.75/hr
... model documentation including detailed descriptions of business entities, attributes, and data relationships. - Developed mapping spreadsheets for (ETL) team with source to target data mapping with ...
Data Modeler
New York, NY ยท Remote
$56 - $72.75/hr
More than 10 Years of Data Modeling Experience with experience on ERWIN tool. * MUST HAVE HAD EXPERIENCE WITH MULTIPLE FINANCIAL/BANKING CLIENTS. * Experience developing conceptual, logical, and ...
Quick apply
Data Modeler
New York, NY ยท Remote
$56 - $72.75/hr
More than 10 Years of Data Modeling Experience with experience on ERWIN tool. * MUST HAVE HAD EXPERIENCE WITH MULTIPLE FINANCIAL/BANKING CLIENTS. * Experience developing conceptual, logical, and ...
Threat Modeler
Princeton, NJ ยท Hybrid
$90K - $157K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Expected to work in accordance with State Street's hybrid work model. Shift: Standard business hours with flexibility to support global stakeholders across multiple time zones. Salary Range: $90,000 ...
Threat Modeler
Princeton, NJ ยท Hybrid
$90K - $157K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Expected to work in accordance with State Street's hybrid work model. Shift: Standard business hours with flexibility to support global stakeholders across multiple time zones. Salary Range: $90,000 ...
Execute models in production environment; communicate analytical results to Bank-wide stakeholders. Track portfolio performance, model performance, campaign tracking and risk strategy results.
Execute models in production environment; communicate analytical results to Bank-wide stakeholders. Track portfolio performance, model performance, campaign tracking and risk strategy results.
Execute models in production environment; communicate analytical results to Bank-wide stakeholders. Track portfolio performance, model performance, campaign tracking and risk strategy results.
Execute models in production environment; communicate analytical results to Bank-wide stakeholders. Track portfolio performance, model performance, campaign tracking and risk strategy results.
Execute models in production environment; communicate analytical results to Bank-wide stakeholders. Track portfolio performance, model performance, campaign tracking and risk strategy results.
Execute models in production environment; communicate analytical results to Bank-wide stakeholders. Track portfolio performance, model performance, campaign tracking and risk strategy results.
Execute models in production environment; communicate analytical results to Bank-wide stakeholders. Track portfolio performance, model performance, campaign tracking and risk strategy results.
Execute models in production environment; communicate analytical results to Bank-wide stakeholders. Track portfolio performance, model performance, campaign tracking and risk strategy results.
Oracle Planning (EPM) Model Development & AI Enhancement: * Design, build, and maintain Oracle EPM Planning models with integrated AI capabilities for automated metadata generation and optimization
Oracle Planning (EPM) Model Development & AI Enhancement: * Design, build, and maintain Oracle EPM Planning models with integrated AI capabilities for automated metadata generation and optimization
AI Model Risk Validation Specialist
New York, NY ยท Hybrid
$100K - $135K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Model Validation (Core Responsibility) * Perform independent validation of AI/ML models, including: * Model design, methodology, and assumptions * Training and test data quality and ...
AI Model Risk Validation Specialist
New York, NY ยท Hybrid
$100K - $135K/yr
Medical
Dental
Vision
Life
Retirement
PTO
Model Validation (Core Responsibility) * Perform independent validation of AI/ML models, including: * Model design, methodology, and assumptions * Training and test data quality and ...
Vice President - Model Risk Management
Medical
Dental
Vision
Retirement
PTO
Maintain model governance records, including model inventory information, risk classifications, review status, documentation, approvals, open issues and remediation actions. * Work with Development ...
Vice President - Model Risk Management
Medical
Dental
Vision
Retirement
PTO
Maintain model governance records, including model inventory information, risk classifications, review status, documentation, approvals, open issues and remediation actions. * Work with Development ...
Model information
See Princeton, NJ salary details
$17.47 is the 25th percentile. Wages below this are outliers.
$10.58 - $23.21
46% of jobs
The median wage is $25.86 / hr.
$23.21 - $35.83
20% of jobs
$35.83 - $48.45
3% of jobs
$59.27 is the 75th percentile. Wages above this are outliers.
$48.45 - $61.07
7% of jobs
$61.07 - $73.70
0% of jobs
$73.70 - $86.32
7% of jobs
$86.32 - $98.94
13% of jobs
$98.94 - $111.56
2% of jobs
$111.56 - $124.18
0% of jobs
$124.18 - $136.81
1% of jobs
$136.81 - $149.43
1% of jobs
$10
$47
$149
How much do model jobs pay per hour?
What are the key skills and qualifications needed to thrive as a model, and why are they important?
What are some common challenges faced by models during photo shoots and runway shows?
What is the difference between Model vs Data Analyst?
| Aspect | Model | Data Analyst |
|---|---|---|
| Required Credentials | Knowledge of statistical modeling, programming skills (e.g., Python, R) | Proficiency in data analysis tools, Excel, SQL, and visualization software |
| Work Environment | Often in tech, finance, or research settings focusing on building predictive models | In various industries analyzing data to inform business decisions |
| Employer & Industry Usage | Used in industries requiring predictive analytics and machine learning | Common across business, marketing, healthcare, and finance sectors |
The main difference is that a Model develops predictive or statistical models, while a Data Analyst interprets data to generate insights. Models focus on creating algorithms, whereas Data Analysts focus on analyzing and visualizing data to support decision-making.
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Full-time
Re-posted 21 days ago
Job description
Foundation models transformed text and images. Structured data - the largest and most consequential data format in the world - stayed untouched, until now. What LLMs did for language, we're doing for tables.
We pioneered tabular foundation models: TabPFN v2 was a Nature cover story, has passed 3.5M+ downloads and 7,500+ GitHub stars, and runs in production from detecting lung disease with Oxford Cancer Analytics to preventing train failures with Hitachi. The hardest problems - millions of rows, real-time inference, entirely new modalities - are still open, and no one else is working on them at this level.
We're a small, highly selective team of 40+ with backgrounds from Google, DeepMind, Meta, Apple, Amazon, Jane Street, and CERN, led by Frank Hutter, Noah Hollmann, and Sauraj Gambhir, and advised by Bernhard Schรถlkopf and Turing Award winner Yann LeCun.
In July 2026, less than 18 months after our โฌ9M pre-seed, we joined SAP as an independent frontier AI lab - same team, mission, and open-weights models, now backed by more than โฌ1 billion over four years.
About the role
Tabular data breaks the assumptions that make scaling work for language and vision. There's no natural sequence, no spatial structure, no shared vocabulary across datasets. The architectures and scaling laws that power LLMs don't transfer. We've made the first breakthrough with TabPFN - the hardest problems are still ahead.
At Prior Labs, Research Engineers are the science team. You'll design experiments, contribute to papers, and write the code that turns architectural ideas into trained models - the same people do the research and the engineering, which is why both are good. You'll have significant technical ownership and room to grow as we scale.
The problems we're solving:
- Scaling transformer architectures from 10K to 1M+ samples - without the structural assumptions that make language models scale
- Building multimodal models that combine tabular, text, and numerical understanding
- Making models efficient enough for real-world deployment, not just accurate enough for a paper
- Designing architectures for time series, forecasting, anomaly detection, and multiple related tables
Day-to-day, you'll design and test novel architectures, run ablations, analyze scaling behavior, and write the training and evaluation infrastructure that makes rapid experimentation possible. We hold software quality to the same standard as research quality.
What we're looking for
- Master's or PhD in Computer Science or a related field, plus 3+ years of experience building ML systems in research or industry
- Publications at top ML venues (NeurIPS, ICML, ICLR, etc.) or equivalent demonstrated research impact (widely used open-source, deployed systems)
- Deep proficiency in Python, PyTorch, and the broader ML and data science ecosystem (scikit-learn, pandas, NumPy), with strong software engineering practices
- Experience implementing and training neural network architectures, ideally transformers or foundation models
- Solid understanding of training dynamics, scaling behavior, and common failure modes in deep learning systems
- Genuine interest in model efficiency - making large models faster, more scalable, and practical to deploy
- Experience at an early-stage startup or as a founding engineer
- Contributions to open-source ML libraries or tools
- Experience with model distillation, inference optimization, or on-device ML
- Background in tabular data, time series, or other structured data - helpful but not required
Life at Prior Labs
You'll work alongside researchers and builders who hold themselves to a very high bar - in the quality of their work and in how they work with each other. We move fast and still take the time to do things right.
Our teams are based in Berlin, Freiburg, and New York - when you're working on something as hard as TabPFN, being in the same room matters. But great people come from everywhere, and in exceptional cases we're open to remote, which usually means frequent travel to one of our offices. Wherever you're based, the whole company comes together regularly for offsites to build and celebrate together.
Our Commitments
The best products and teams are built by people with a wide range of perspectives and backgrounds. We welcome applications from all identities and walks of life - especially if you've ever felt discouraged by "not checking every box" - and provide equal opportunities regardless of gender, sexual orientation, origin, disability, or any other trait that makes you who you are.
We care about how your data is handled - see our Recruiting Data Privacy page