Role overview

Qualifications

Master's degree plus 3-5 years of related experience
NLP
2 – 3 years of experience designing/developing LLMs and RAG based applications
Python

Responsibilities

Design and develop LLMs for specific use cases, including text generation, summarization, and conversational agents
Prompt engineer pre-trained LLMs on domain-specific data to optimize performance for target applications
Develop RAG based applications
Collaborate with data scientists, engineers, and product teams to integrate LLM capabilities into existing systems and platforms

Key facts

Remote from: California (USA)
Full time
Mid-level (2-5 years)
Data Scientist
English

Hard skills

Natural Language Processing (NLP) Python (Programming Language) TensorFlow PyTorch (Machine Learning Library) Keras (Neural Network Library) Theano (Software) Django (Web Framework) FastAPI Mload A/B Testing

About the company

Perfict

Human Resources, Staffing & Recruiting

Perfict Global is an IT consulting services provider, focused on providing innovative and successful business workforce solutions. Providing specialized staffing and recruitment solutions for our clients, we have quickly become the technology specialist staffing and Recruitment Company of choice for many employers across the US. Our talented team of recruitment professionals serve as more than just a supplier to our customers, we act as a trusted business partner and work as an extension of our client's internal teams, offering the following solutions: • Temporary Staffing • Temp-to-permanent Placements • Permanent Recruitment • Specialized Executive Search

Company details

Company typeScaleup

IndustryHuman Resources, Staffing & Recruiting

Company size51 - 200

Links

Website LinkedIn See all jobs

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Job description

About Us:
Perfict Global is a leading IT consulting services provider focused on providing innovative and successful business workforce solutions to Fortune 500 companies. Our trained and experienced professionals constantly strive to bring together the best technologies available to manage client's complex business and technology, participate in implementation activities and collaborate in new ways to meet client needs.

We provide excellent benefits such as Medical, Dental, Vision ++ a fun company to work!!!

Job description:

Design and develop LLMs for specific use cases, including but not limited to text generation, summarization, and conversational agents.
Prompt engineer pre-trained LLMs on domain-specific data to optimize performance for target applications.
Develop RAG based applications.
Collaborate with data scientists, engineers, and product teams to integrate LLM capabilities into existing systems and platforms.
Optimize model performance in terms of accuracy, speed, and resource utilization.
Ensure the ethical use of AI models and implement fairness, accountability, and transparency measures.

Required Skills:

Master's degree + 3-5+ years of related experience
NLP
2 – 3+ years of experience designing/developing LLMs and RAG based applications
Python
TensorFlow, Pytorch, Keras, Theano Libraries
DOCKER
Experience developing and fine-tuning large pre-trained models (i.e. GPT, BERT, T5, etc.)
Git, Github, Gitlab
Experience developing and deploying API's for model inference, using frameworks like FLASK, DJANGO, FASTAPI
MLOps and A/B testing

Preferred Skills

Health care