Full-Time

Staff LLM Data Scientist

TIFIN

TIFIN

51-200 employees

Fintech assest management software

Data & Analytics
AI & Machine Learning
Financial Services

Junior, Mid, Senior

San Francisco, CA, USA + 2 more

Required Skills
Python
Tensorflow
Pytorch
SQL
Natural Language Processing (NLP)
Requirements
  • 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
  • 5-6 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
  • Publications at reputable machine learning conference or journal
  • Proficient in Python and SQL
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.

Company Stage

Series D

Total Funding

$223.3M

Headquarters

Boulder, Colorado

Founded

2018

Growth & Insights
Headcount

6 month growth

-3%

1 year growth

-5%

2 year growth

1%

Benefits

Performance linked variable compensation, including equity

Medical, dental, vision, insurance

Open PTO and Company-paid holidays

Remote work flexibility

Corporate Social Responsibilty opportunities

Fully stocked office kitchens

Company sponsored events

INACTIVE