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Jobs via Dice · 2 days ago

Data Scientist

United States

Contract

Remote

Senior Level

$50/hr - $85/hr

5+ years exp

TEKsystems is partnered with a software company in Raleigh that is seeking a Senior Data Scientist for their flagship product, a generative AI solution designed to transform legal work. The role involves creating next-generation AI and Machine Learning techniques, deploying ethical generative AI solutions, and solving complex problems in natural language processing and information retrieval.

Computer Software

Responsibilities

Solve some of the most challenging problems in natural language processing, machine learning, and information retrieval including topical classification, sentiment analysis, user intent detection

Research, build, and deploy models based on both shallow and deep machine learning. Train robust NLP-based models a very large corpus of news and financial data

Apply machine learning techniques for improving search algorithms

Drive best practices for NLP/Machine Learning pipelines

Maintain current knowledge base of state-of-the-art ML algorithms (BERT, ELMo, GPT, etc.), API's, and open-source methods and be able to quickly evaluate alternatives

Translate complex business requirements into actionable stories with reasonable time estimates

Work with product leaders to apply data science solutions

Strong coding skills in Python 7+ years- interviews need to be take without AI assistance

Be a natural problem solver, able to take a lead in collaborating to resolve issues

Proficiency in IDE debugging : VSCODE and PYCHARM

Have communication skills

4+ years of experience in AI and machine learning

Deep understanding of machine learning algorithms, classification models, diagnostic testing of models

Experience working directly and Transformer based architectures including BERT, RoBERTa, T5 etc. Nd familiarity with large language models and fine tuning

Experience with conversational search / semantic search, reinforcement learning, prompt engineering, hallucination mitigation

Working understanding of the business risks associated with applying LLM (LangChain) in a business

Experience working with AWS, RAG, SageMaker, SQL

Qualification

Agentic AI experienceLarge language modelsNLP ExperienceMachine learningCloud deployment (AWS/Azure)PythonSQLDevOpsProblem solvingCommunication skills

Required

Agentic AI experience

5-10+ years of experience in AI and machine learning, model building, evaluation, and fine-tuning

2+ years of working knowledge of applying recent LLMs including ChatGPT, GPT 3.5, OPT, BLOOM, etc. UTILIZING RAG!

Experience working directly with large language models and Transformer based architectures including BERT, RoBERTa, T5 etc

NLP Experience (Named Entity Recognition, Sentiment Analysis, Text Summarization)

Experience with conversational search / semantic search, reinforcement learning, prompt engineering, hallucination mitigation

DevOps repos Debugging, building APIs and managing the algorithm flow across multiple workstreams in one repo

Strong coding skills in Python 7+ years- interviews need to be take without AI assistance

Be a natural problem solver, able to take a lead in collaborating to resolve issues

Proficiency in IDE debugging : VSCODE and PYCHARM

Have communication skills

4+ years of experience in AI and machine learning

Deep understanding of machine learning algorithms, classification models, diagnostic testing of models

Experience working directly and Transformer based architectures including BERT, RoBERTa, T5 etc. Nd familiarity with large language models and fine tuning

Experience with conversational search / semantic search, reinforcement learning, prompt engineering, hallucination mitigation

Working understanding of the business risks associated with applying LLM (LangChain) in a business

Experience working with AWS, RAG, SageMaker, SQL