The company is looking to solve real world challenges by developing automated data solutions using AI/ML/LLM, NLP, and Generative AI, and is seeking an experienced professional to join their team in Woodlawn, MD.
Requirements
- Strong knowledge of AI/ML/LLM, RAG, SQL, Python, NLP, AWS, Generative AI
- Hands on experience in Python, RAG, NLP, ML and Generative AI
- Well versed in SQL and analyzing trends and transactional data
- Experience with Natural Language Processing (NLP), Generative AI and Large Language Models (LLM)
- Fluency in Python Programming, version control and collaboration with GIT, standard Python packages (ex. Pandas, numpy, matplotlib) and ML frameworks
- Knowledge of TensorFlow, PyTorch, Pandas, scikit-learn, NLTK, Azure ML (optional), Amazon Web Services EC2
- Experience with scalable data engineering frameworks such as Apache Spark and orchestration frameworks such as Airflow, and/or experience with semantic search
Responsibilities
- Develop, test, and deploy new techniques for NLP understanding
- Scalable development/deployment of ML and Generative AI approaches (such as Large Language Models (LLMs))
- Train and optimize NLP/LLM models and create Python based pipelines
- Experience building cloud native solutions on AWS
- Determine the nature of analytic problems, evaluate options, and offer recommendations for resolution
- Advise on the methods and data needed and/or available to evaluate the (intelligence or data) problem
- Collaborate with data collectors and analysts to identify and close gaps on complex monitoring problems
Other
- Must be on-site five days a week in Woodlawn, MD
- Bachelor's degree in Statistics, Applied Mathematics, Computer Science, or Information Science with industry experience on RAG LLM, Python, NLP, data science, AI/ML/LLM engineering
- Overall 10+ years' experience in IT industry
- Must be able to obtain and maintain a Public Trust. Contract requirement
- Excellent analytical skills to identify potential risks and propose effective solutions
