Data Scientist - Polygraph Required

BTI360; Chantilly (VA); On-site; USD 100,000 - 130,000; Full time

Benefits offered by this job

Fully paid healthcare premiums

Competitive salaries and performance bonuses

Tuition Reimbursement

Up to 5 weeks PTO plus 2 weeks of federal holidays

401K dollar for dollar matching

Job summary

BTI360 in Chantilly, Virginia is seeking a Data Scientist passionate about transforming raw data into meaningful insights. You will lead machine learning projects, communicate findings, and drive decisions while collaborating with teams.

The ideal candidate has 3+ years of experience, deep expertise in NLP, and strong scripting skills. The company offers competitive salaries, paid healthcare, and a commitment to fairness and inclusion.

Qualifications

• 3+ years of experience in data science or machine learning roles.
• Proven track record of model evaluation using appropriate metrics.
• Knowledge of ML evaluation metrics for various use cases.

Responsibilities

• Lead end-to-end machine learning projects.
• Translate business requirements into quantitative problems.
• Drive technical decision-making for model selection.

Skills

Active TS/SCI with Polygraph

Experience in data science or machine learning roles

Deep expertise in NLP and modern ML techniques

Strong scripting skills with AI/ML frameworks

Excellent communication skills

Ability to work independently

Tools

scikit-learn

PyTorch

TensorFlow

SQL

Elasticsearch

Job description

About The Team

Here at BTI360, we’ve built a culture that’s passionate about developing software engineers. Software doesn't build itself. People do. In fact, teams of people do. That's why our primary focus is on developing better craftsmen, better teammates, and better technical leaders. By putting people first, we're not just giving our teammates more opportunities to grow, we're also raising the bar of the software we ship. BTI360 previously has been voted 10 years in a row as a TOP Place to Work by the Washington Business Journal.

BTI360 is seeking a Data Scientist who is passionate about transforming raw data into meaningful insights that drive strategic decision‑making. In this role, you’ll work closely with our engineers and mission teams to tackle complex business problems using machine learning and emerging AI technologies. You’ll thrive here if you are naturally curious, driven to ask the right questions, and energized by turning complexity into clarity. Our data scientists don’t just build models, they influence decisions, shape strategy, and help our customers navigate high‑impact mission challenges.

What You Will Do In This Role

• Lead end-to-end machine learning projects from problem definition to production, leveraging pre-trained models and LLMs for rapid prototyping, then using data-driven evaluation to determine when to invest in custom solutions such as fine-tuned models or purpose-built small language models.
• Design and conduct rigorous model evaluations using industry-standard methodologies, including developing custom evaluation frameworks for clustering, classification, embeddings, and entity resolution systems.
• Translate business requirements into quantitative problems and communicate technical findings to both technical and non-technical stakeholders through reports, presentations, and direct customer engagement.
• Drive technical decision‑making for model selection, including evaluating embeddings models, LLMs, and other ML systems against business requirements and performance benchmarks.
• Optimize existing systems by identifying data quality issues, implementing performance improvements, and developing novel approaches that deliver measurable improvements in key metrics.
• Stay current with ML advances and introduce new techniques and frameworks to the team, including participating in or presenting at industry conferences.
• Apply statistical methods to validate findings and support data‑driven decisions.
• Develop reports and whitepapers that evaluate solution alternatives based on impact, cost, technical feasibility, and alignment with strategic goals.
• Senior candidates will also need to: Collaborate across teams to align on strategy, provide data science expertise, and contribute to proposals and strategic initiatives.
• Senior candidates will also need to: Mentor junior data scientists by providing technical guidance, defining project direction, and sharing best practices in model development and evaluation.

You may thrive in this role if you have the following skills

• Active TS/SCI with Polygraph
• 3+ years of experience in data science or machine learning roles with demonstrated impact on production systems.
• Deep expertise in NLP and modern ML techniques including embeddings, clustering, classification, and working with LLMs.
• NLP experience including feature engineering and modeling for text data.
• Knowledge of ML evaluation metrics appropriate for various use cases.
• Proven track record of model evaluation using appropriate metrics and methodologies for different problem types (precision/recall, silhouette scores, benchmarks, etc.).
• Strong scripting skills with experience in AI/ML frameworks (scikit-learn, PyTorch/TensorFlow, transformers) and data manipulation libraries, including proficiency with Jupyter notebooks for exploratory analysis and experimentation.
• Basic software engineering practices such as git, CI/CD, code reviews, documentation, and ability to access and leverage remote APIs.
• Familiarity with cloud platforms (AWS, Azure, GCP).
• Excellent communication skills with experience translating technical metrics into business value and presenting findings to leadership and customers.
• Ability to work independently
• Candidates must maintain a primary residence within a two‑hour drive of Herndon, VA to support onsite collaboration as needed.

You may excel in this role if you have the following skills

• Strong Python programming skills
• Experience integrating ML models into production systems.
• Experience customizing or fine‑tuning LLMs (LoRA, distillation, etc.).
• Experience with large or multimodal datasets.
• Proficiency in SQL and Elasticsearch/Elastic Stack for building evaluation datasets and querying production data systems.
• Experience leading technical initiatives

BTI360 Benefits For Full-time Teammates

• Fully paid healthcare premiums
• Competitive salaries and performance bonuses
• Career development and in-house training
• Tuition Reimbursement
• Up to 5 weeks PTO plus 2 weeks of federal holidays
• 401K dollar for dollar matching up to 6% annually -vested immediately on day 1
• Giving Back: Serving communities locally and across the globe
• Social Events (happy hours, golf tournament, BTI360 Family Festival and more)

Commitment to Fairness and Inclusion

At BTI360, we believe that unlocking the potential of others is not just a mission—it's the heart of our culture. We are committed to fostering an inclusive environment where every individual can grow each day, lead with humility, and do the right thing. Our core values guide us in developing software that makes a difference, primarily serving national security customers in the Washington, DC metropolitan area. We are an Equal Opportunity Employer. We do not discriminate against any employee or applicant based on race, color, religion, gender, sexual orientation, gender identity, national origin, age, disability, veteran status, or any other legally protected characteristics. We celebrate fairness and are dedicated to creating an environment of mutual respect and inclusion where everyone can bring their true selves to work. Join us in a workplace where your contributions are valued, your growth is encouraged, and your potential is unlocked. Together, we develop great software fast and deliver exceptional solutions for our customers.