RAG and LLM at Pathward

Palo Alto, California, United States

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Not SpecifiedCompensation

Junior (1 to 2 years)Experience Level

Full TimeJob Type

UnknownVisa

Artificial Intelligence, Software, Data ScienceIndustries

Requirements

Graduate of a 4+-year university degree in Computer Science with A-grades in foundational courses and Machine Learning courses
Passionate about delivering high-quality code and solutions that work
Good with data & engineering innovation in practice
Experienced at hands-on Machine Learning / Data Science work in the Python stack (notebooks, etc.)
Experienced with model monitoring, git, build systems, and CI/CD
Respectful of others
Curious of new technology
Fluent in English
Bonus Points:
Successful track-record in algorithms (ICPC / IOI), data science contests (Kaggle), or a HuggingFace leaderboard
Showing a code portfolio
PhD in Computer Science
Authoring a paper at major Machine Learning conference
Like playing/tinkering with new tools in the LLM stack
Already a part of the Pathway community, or have been recognized for your work in one of our bootcamps

Responsibilities

Help design experimental end-to-end ML/AI pipelines
Contribute to addressing new use cases, beyond state of the art
Improve/adapt AI pipelines for production, working directly with client data (often live data streams)
Invent ways to pre-process data sources and perform tweaks (reranking, model parameter configuration...) for optimal performance of AI pipelines
Design benchmark tasks and perform experiments
Build unit tests and implement model monitoring
Contribute high-quality production code to our developer frameworks, used by thousands of developers
Help to pre-process data sets for LLM training

Skills

Key technologies and capabilities for this role

Machine LearningArtificial IntelligenceSoftware EngineeringLLMRAGData PreprocessingVector IndexingGraph Indexing

Questions & Answers

Common questions about this position

Is this position remote?

Yes, the position is fully remote.

What education is required for this role?

A graduate of a 4+-year university degree in Computer Science is required, with A-grades in foundational courses such as Algorithms and C.

What does the role involve?

The role involves designing experimental end-to-end ML/AI pipelines, improving AI pipelines for production with client data, inventing data pre-processing methods, designing benchmarks, building tests, and contributing production code.

Is a cover letter required?

Yes, a cover letter with 2-3 lines is requested.

What is the salary for this position?

This information is not specified in the job description.

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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