Data Science, Machine Learning Engineer
Location
Virginia
Posted
99 days ago
Salary
Not specified
Job Description
Job Requirements
- 5+ years of overall professional experience in data science, analytics, or a related field.
- At least 2–3 years of hands-on experience specifically focused on Large Language Models (LLMs) and related techniques (e.g., fine-tuning, instruction tuning, prompt engineering).
- Education: Bachelor’s or Master’s degree in Statistics, Mathematics, Computer Science, Data Science, or a related quantitative field.
- Technical Proficiency: Coding knowledge and experience with Python
- Proven ability to use statistical computer languages (Python, R, SQL, etc.) for data manipulation, analysis, and model development.
- Experience with Hugging Face Transformers, LangChain, Llama Index, and/or large-scale training frameworks
- Familiarity with LLM evaluation, interpretability, and best practices.
- Knowledge of ML and data mining techniques (Regression, Deep Learning, NLP, Time Series Analysis, , etc.).
- Familiarity with AWS services (Athena, S3, Glue, SageMaker, Bedrock) for scalable model development.
- NLP Techniques (NER, Information Extraction, Text Categorization, Document Parsing)
- Preferred: exposure to MLOps tools, big data technologies (Hadoop, Spark), or other cloud services.
- Preferred: experience with Document Processing
- Ability to obtain a Public Trust Clearance
Benefits
- Health Insurance - 100% employer-paid premiums – ICA covers the full cost of one of three offered medical plans
- Dental Insurance
- Vision insurance
- Health Spending Account
- Flexible Spending Account
- Life and Disability insurance
- 401(k) plan with company match
- Paid Time Off (Vacation, Sick Leave and Holidays)
- Education and Professional Development Assistance
- Remote work from anywhere within the continental United States
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