Full-Time

Staff LLM Data Scientist

Magnifi

Posted on 5/22/2024

TIFIN

TIFIN

51-200 employees

AI and data-driven wealth enhancement platform

AI & Machine Learning
Data & Analytics
Financial Services

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
  • Analytical and problem-solving skills
  • Ability to visualize data effectively
  • Thrives in a fast-paced environment
  • Top performer with proactive and problem-solving mentality
  • Flexible and adaptable to changing priorities
  • Exceptional team player with solid communication skills
Responsibilities
  • Design and fine-tune open source and proprietary LLMs for various tasks
  • Build advanced Retrieval Augmented Generation (RAG) pipeline
  • Implement evaluation framework and metrics for model performance
  • Deploy models into production environments
  • Collaborate with product and software engineering teams

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

-6%

1 year growth

-5%

2 year growth

2%

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