Machine Learning Researcher / Engineer (Foundational Models) at Pathward

Palo Alto, California, United States

Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Artificial Intelligence, TechnologyIndustries

Requirements

Cover letter (2-3 lines)
Published at least one paper at NeurIPS, ICLR, or ICML as lead author or with significant conceptual & code contributions
Significantly contributed to an LLM training effort which became newsworthy (e.g., topped a Huggingface benchmark, best in class model), preferably using multiple GPUs
Spent at least 6 months working in a leading Machine Learning research center (e.g., Google Brain/Deepmind, Apple, Meta, Anthropic, Nvidia, MILA)
ICPC World Finalist, or IOI, IMO, or IPhO medalist in High School
Deep learning researcher with track record in Language Models and/or RL (Vision or Robotics ML background welcome)
Interested in improving foundational architectures and creating new benchmarks
Experienced at hands-on experiments and model training (PyTorch, JAX, or TensorFlow)
Good understanding of GPU architecture, memory design, and communication
Good understanding of graph algorithms
Familiarity with model monitoring, git, build systems, and CI/CD
Respectful of others
Fluent in English

Responsibilities

Perform (distributed) model training
Help improve/adapt model architectures based on experiment results
Design new tasks and experiments
Optionally: oversee activities of team members involved in data preparation

Skills

Key technologies and capabilities for this role

Machine LearningAttention-based ModelsDistributed TrainingModel ArchitectureExperiment DesignR&DFoundational ModelsPost-TransformerGPU

Questions & Answers

Common questions about this position

What is the work arrangement for this position?

The position is hybrid.

What compensation or salary information is provided?

This information is not specified in the job description.

What are the key requirements for this role?

Candidates must meet at least one criterion such as publishing a lead-author paper at NeurIPS, ICLR, or ICML, significant contributions to a newsworthy LLM training effort, 6+ months in a leading ML research center, or being an ICPC World Finalist or olympiad medalist. A track record in Language Models and/or RL is required, with interest in improving foundational architectures.

What is the team and company culture like at Pathway?

Pathway is led by AI pioneers including CTO Jan Chorowski who worked with Geoff Hinton, CSO Adrian Kosowski, and backed by investors like Lukasz Kaiser, co-author of the Transformer. The team consists of AI pioneers working on ambitious foundational projects with a flexible 7-digit GPU budget.

What should I include in my application?

Include a cover letter with 2-3 lines to say hi.

Pathward

Financial services promoting inclusion and access

About Pathward

Pathward promotes financial inclusion for individuals and businesses by offering a variety of financial services. Operating in the fintech sector, it uses technology to enhance financial solutions. Pathward provides services such as Banking as a Service (BaaS), payment processing, credit solutions, tax solutions, and commercial finance options, catering to small and medium-sized businesses and individuals lacking access to traditional banking. Unlike many competitors, Pathward focuses on tailored services that adapt to clients' unique needs, generating revenue through fees and interest from services like working capital loans and equipment financing. The company's goal is to help clients navigate their financial journeys and achieve stability and growth, even amidst economic challenges.

Sioux Falls, South DakotaHeadquarters

1954Year Founded

IPOCompany Stage

Fintech, Financial ServicesIndustries

501-1,000Employees

Benefits

Health Insurance

401(k) Retirement Plan

401(k) Company Match

Life Insurance

Disability Insurance

Paid Time Off

Hybrid Work Options

Risks

Increased competition from fintechs like Dash Solutions pressures Pathward to innovate.

Regulatory scrutiny may increase with Pathward's expanded commercial finance solutions.

Macroeconomic factors like inflation could impact Pathward's target demographic's purchasing power.

Differentiation

Pathward offers a comprehensive suite of financial solutions for underserved markets.

The company focuses on financial inclusion, targeting unbanked and underbanked populations.

Pathward's Banking as a Service model provides tailored solutions for financial institutions.

Upsides

Pathward's partnership with TabaPay enhances its money movement capabilities.

The company's Great Place To Work certification boosts employee morale and retention.

Pathward's expanded product suite attracts more financial institutions seeking comprehensive services.

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