Full-Time

Senior LLM Data Scientist

Magnifi

Posted on 3/5/2024

TIFIN

TIFIN

51-200 employees

AI-driven platform enhancing wealth management outcomes

Data & Analytics
AI & Machine Learning
Financial Services

Compensation Overview

$150,000 - $190,000Annually

+ Incentive Compensation + Equity

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
  • 2+ years of practical experience in the development of generative AI applications
  • Experience using machine learning/deep learning frameworks such as TensorFlow and/ or PyTorch
  • Proficient in Python and SQL
  • Analytical and problem-solving skills
  • Ability to visualize data effectively
  • Thrives in a highly demanding, entrepreneurial, and fast-paced environment
  • Is a top performer and has a proactive, 'doer', and problem-solver mentality
  • Highly flexible, has a good tolerance for ambiguity, and can quickly adapt to changing priorities
  • Exceptional team player with solid communication skills
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.

TIFIN is an AI and innovation platform that leverages data science and technology to enhance wealth outcomes, offering a suite of companies addressing challenges in wealth and asset management, including Magnifi, TIFIN Wealth, TIFIN AMP, TIFIN Give, Paralel, Sage, Helix, TIFIN@Work, and TIFIN India.

Company Stage

Series D

Total Funding

$223.3M

Headquarters

Boulder, Colorado

Founded

2018

Growth & Insights
Headcount

6 month growth

-2%

1 year growth

-6%

2 year growth

9%

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