Published: Sat, 23 Nov 2024 22:50:41 GMT
Position: Staff LLM Data Scientist
Company: TIFIN
Location: Remote (with preference for Boulder, CO)
Salary Range: $190,000 – $225,000 per year
Benefits: Performance-based variable compensation, including equity; medical, dental, vision, life, and disability insurance; flexible spending and health savings accounts; 401(k) retirement plan; flexible PTO and paid holidays; parental leave; corporate social responsibility and volunteering opportunities; access to a Chief Mindfulness Officer for events and coaching; company-sponsored events and activities.
About Us:
TIFIN is a fintech platform revolutionizing the world of wealth management through AI and investment intelligence. Backed by industry leaders such as JP Morgan, Morningstar, and Franklin Templeton, we are creating personalized wealth experiences to improve financial lives. Our team is made up of driven individuals who are passionate about using technology and innovative thinking to deliver better outcomes for our clients.
Our Values:
At TIFIN, we value personal growth, transparency, and teamwork. We encourage our team members to step out of their comfort zones and communicate openly and honestly with each other. We believe in taking ownership of our work and supporting each other to achieve success.
Job Description:
We are seeking a motivated and experienced Staff LLM Data Scientist with Large Language Model (LLM) experience to join our team. In this role, you will work on generative AI products for our early-stage ventures, with a focus on language translation. We are looking for a creative thinker who is passionate about LLM and its application in the investment space. As a member of our lean team, you will have a high-impact role with a results-oriented mindset.
Responsibilities:
– Design and fine-tune open source and proprietary LLMs for various tasks, such as question-answering, summarization, and reasoning
– Build advanced Retrieval Augmented Generation (RAG) pipelines, including rewriting, embedding fine-tuning, and knowledge graphs
– Implement a comprehensive evaluation framework for model performance
– Deploy models into production environments and ensure low latency, reliability, and scalability
– Collaborate with product and software engineering teams to build end-to-end product systems
Requirements:
– Ph.D./Masters/Bachelor’s degree in computer science, mathematics, statistics, engineering, or relevant field
– Experienced in the field of NLP/LLM and up-to-date with the latest research
– Hands-on experience with LLM fine-tuning techniques and inference frameworks
– Proficient in Python and SQL
– Knowledge of LLM evaluation methods and metrics
– 6-8+ years of machine learning/deep learning experience with frameworks such as TensorFlow and/or PyTorch
– 2+ years of practical experience in developing generative AI applications
– Experience using LLMs for language translation
– Publications in reputable machine learning conferences or journals
– Analytical and problem-solving skills
– Ability to visualize data effectively for a given project or study
– Thrives in a fast-paced, entrepreneurial environment
– Proactive, “doer” mentality
– Highly flexible and adaptable to change
– Exceptional team player with solid communication skills
Compensation and Benefits:
The starting salary range for this position is $190,000 – $225,000 per year, based on experience and other job-related factors. We offer a competitive benefits package, including performance-based variable compensation and equity, medical, dental, vision, life, and disability insurance, flexible spending and health savings accounts, 401(k) retirement plan, flexible PTO and paid holidays, parental leave, corporate social responsibility and volunteering opportunities, access to a Chief Mindfulness Officer for events and coaching, company-sponsored events and activities, and the ability to make a real impact in a rapidly growing organization.
Please note that while we have team centers in various locations, our preference is to build the team in Boulder, CO, so relocation packages are available for candidates willing to relocate.
TIFIN is proud to be an equal opportunity workplace and values the diverse talents and perspectives that our team members bring. All qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status. Apply link
