Magnifi by TIFIN · 4 days ago
Staff LLM Data Scientist
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AppsArtificial Intelligence (AI)
H1B SponsorshipGrowth Opportunities
Insider Connection @Magnifi by TIFIN
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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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
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 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, 4 week paid paternity leave
Corporate Social Responsibility and volunteering opportunities
Access to our Chief Mindfulness Officer, including 1:1 personal coaching for executives and rising stars
Company sponsored events like Qi Gong, Lunch & Learns, Development Workshops, Dinners, Happy Hours, and more!
The ability to make a real impact in an incredibly fast-growing organization
Company
Magnifi by TIFIN
Magnifi is a platform that is changing how you shop for investments.
H1B Sponsorship
Magnifi by TIFIN has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2021 (4)
2020 (4)
Funding
Current Stage
Early StageTotal Funding
unknown2021-01-01Series Unknown· Undisclosed
2019-02-15Pre Seed· Undisclosed
Recent News
South Carolina Business
2024-04-11
2023-12-18
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