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AI/ML Developer - New York, United States - clearpol Inc.
Description
Title:
AI/ML Developer (NLP Specialist)
Location:
San Francisco, CA (Hybrid Model)
Company:
Clearpol Inc.
ABOUT US:
Clearpol Inc. is a pioneering seed-stage startup leading the way in AI healthcare compliance solutions. We aim to transform the healthcare industry by improving compliance and operational efficiency through the power of artificial intelligence. As we continue to expand, we're looking for passionate, motivated individuals to join our dynamic team.
ROLE OVERVIEW:
We're seeking an AI/ML Developer with a specialization in Natural Language Processing (NLP) and experience in training, fine-tuning, and evaluating transformer models.
The ideal candidate will have 5+ years of experience, a strong background in ML engineering, developing full-stack applications with generative AI models, and a passion for healthcare technology.
QUALIFICATIONS:
Experience:
Proven experience in AI/ML development roles with a focus on NLP. Experience in the healthcare industry or working with healthcare data is a plus.
Technical Skills:
Proficiency in training, finetuning, and evaluating transformer models using PyTorch and HuggingFace. Experience in developing full-stack applications with large language models (LLMs). Familiarity with Python, PyTorch, huggingface-transformers, and LLM orchestration frameworks such as langchain.
Soft Skills:
Strong analytical and problem-solving skills, with the ability to drive innovation and implement new technologies. Excellent communication skills and the ability to work effectively in a team.
RESPONSIBILITIES:
AI/ML Development :
Train and fine-tine transformer models using PyTorch and HuggingFace.
We're currently bootstrapping with GPT-4 in production, but are working on training and finetuning our own generative models for various applications.
Full-Stack Development:
Develop full-stack applications with large language models (LLMs).
Collaboration:
Work closely with the AI/ML team and cross-functional teams to integrate AI/ML solutions into Clearpol's products and services.
Research and Innovation:
Stay up-to-date with the latest AI/ML technologies and trends. Drive innovation by implementing new technologies and approaches.
TECHNICAL SKILLS:
The ideal applicant has experience with :
Django
Full stack development (we're a small startup, so you may need to pitch in on the web dev side of things from time to time)
Academic research
Microsoft Azure
OpenAI
Huggingface / transformers
Pytorch
Pinecone for RAG application development
langchain
LLM Agent (ReAct, plan and execute, etc.) development
PostgreSQL
Developing HIPAA compliant applications
Deploying ML models at scale
WHAT WE OFFER:
Salary, competitive benefits and equity package, an exciting work environment, and the opportunity to make a significant impact on the healthcare industry.
Interested applicants should submit their CV via PDF and a brief cover letter detailing why they are the ideal candidate for this position.
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or protected veteran status and will not be discriminated against on the basis of disability.
If you require any assistance or accommodation due to a disability, you are encouraged to let us know.