200+ applicants

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Company

TIFIN · 5 hours ago

Staff LLM Data Scientist

United States

Full-time

Remote

Senior Level, Lead/Staff

$190K/yr - $225K/yr

6+ years exp

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Artificial Intelligence (AI)Financial Services

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Responsibilities

Design and fine-tune open source and proprietary LLMs for various tasks such as answering questions, summarization, reasoning and planning, etc.

Build advanced Retrieval Augmented Generation (RAG) pipeline including rewriting, embedding fine-tuning, hybrid search, reranking, knowledge graphs, etc.

Implement a comprehensive evaluation framework and metrics for model performance

Deploy models into production environments and ensure low latency, reliability, and scalability.

Collaborate with product team and software engineering team to build end-to-end product systems.

Qualification

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Large Language ModelsGenerative AINLPPythonSQLTensorFlowPyTorchLLM fine-tuning techniquesLLM inference frameworksRetrieval Augmented GenerationLLM evaluation methodsMachine learningDeep learningLanguage translationData visualization

Required

Ph.D./Masters/Bachelor's degree in computer science, mathematics, statistics, engineering, or relevant field

Experienced in the field of NLP/LLM and well-versed with the current and latest state-of-the-art research

Hands-on experience in various LLM fine-tuning techniques (e.g. LORA), LLM inference frameworks (e.g. vLLM), advanced RAG pipelines

Excellent knowledge of LLM evaluation methods and metrics

6-8+ years of machine learning/deep learning experience within frameworks such as TensorFlow and/or PyTorch

2+ years of practical experience in the development of generative AI applications

Experience using LLMs to translate different languages

Publications at reputable machine learning conference or journal

Proficient in Python and SQL

Analytical and problem-solving skills

Ability to visualize data in the most effective way possible for a given project or study

Thrives in a highly demanding, entrepreneurial, and fast-paced environment

Is a top performer and has a proactive, 'doer', and problem-solver mentality

Is highly flexible, has a good tolerance for ambiguity, and can quickly adapt to changing priorities

Is an exceptional team player with solid communication skills

Benefits

Performance linked variable compensation, including equity

Medical, dental, vision, life and disability insurance

Flexible Spending Account (FSA) and Health Savings Account (HSA)

401(k) Retirement Plan

Flexible PTO policy and Company-paid holidays

Parental Leave: 12 week paid maternity, 6 week paid paternity leave

Corporate Social Responsibility and volunteering opportunities

Access to our Chief Mindfulness Officer for Mindfulness events and 1:1 personal coaching

Company sponsored events like Qi Gong, mindfulness events, development workshops, team dinners, pickleball games, happy hours, holiday parties and more!

The ability to make a real impact in an incredibly fast-growing organization