Sr Data Scientist- TS/SCI Poly
Data Scientist
Location: Chantilly, VA
Clearance Required: Active TS/SCI with Polygraph
We are seeking an experienced Data Scientist to support highly visible and mission-critical data collection and analysis efforts in Chantilly, VA. This role will focus on developing tailored solutions that accelerate the secure, reliable, and timely delivery of open-source data, information, and insights.
The ideal candidate will bring a strong combination of Python development, AI/ML, data engineering, AWS, and geospatial experience and be comfortable working with complex datasets that vary widely in format, structure, and schema.
What You’ll Do
- Work closely with technical leadership to architect, develop, deploy, and maintain fast-turnaround capabilities supporting high-priority collection efforts.
- Strategically apply AI/ML techniques to extract, process, format, analyze, and expose relevant content through indexed search tools.
- Work with a wide variety of structured and unstructured data, including raw text, audio, images, video, documents, CSV, Parquet, Avro, JSON, JSONL, XML, and other evolving data formats.
- Provide data engineering support, including cleaning, transforming, modeling, and formatting data from known and unknown sources.
- Develop solutions for processing and analyzing geospatial data.
- Move data between cloud storage environments in support of critical requirements.
- Create and maintain capabilities within an AWS environment using approved cloud services.
- Build and manage AWS resources, including EC2, Lambda, S3, and IAM.
- Validate collected and processed data to ensure it meets required formats and quality standards.
- Collaborate with technical teams, mission partners, and other stakeholders to ensure solutions meet defined requirements.
- Maintain source code within GitHub and provide clear documentation for code, deployment, and execution.
- Perform ongoing operations and maintenance to adapt solutions to changing technologies, collection targets, data formats, schemas, and naming conventions.
Required Qualifications
- Active TS/SCI with Polygraph.
- Demonstrated professional experience with Python.
- Experience with geospatial software, programming packages, and geospatial data formats.
- Hands-on experience creating and managing AWS resources, including:
- EC2
- AWS Lambda
- Amazon S3
- IAM policies and permissions
- Experience using GitHub for source code management.
Desired Qualifications
- Experience deploying AWS applications using the AWS Cloud Development Kit (CDK).
AWS CDK experience is specifically desired; Ansible and Terraform are not considered substitutes. - Experience building and deploying containerized applications.
- Experience developing, integrating with, or maintaining search technologies such as Elasticsearch, Apache Lucene, or Amazon OpenSearch.
- Experience creating and programmatically working with SQL and NoSQL databases.
- Experience with additional cloud platforms such as Google Cloud Platform (GCP) or Microsoft Azure.
- AWS certifications such as:
- AWS Certified DevOps Engineer
- AWS Certified Solutions Architect
- AWS Certified SysOps Administrator
What We’re Looking For
We’re looking for someone who enjoys solving complex data problems and can move quickly from an evolving requirement to a functional technical solution. The right candidate will be comfortable working with unfamiliar datasets, applying AI/ML where appropriate, and developing scalable cloud-based solutions in a fast-paced mission environment.
If you have a strong background in Python, AWS, data engineering, AI/ML, and geospatial data and hold an active TS/SCI with Polygraph, we’d love to connect.
Benefits
This position offers a highly competitive, employer-supported benefits package, including:
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5 weeks of PTO plus birthday leave
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11 floating holidays
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401(k) with 10% employer contribution
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Multiple medical plan options through Anthem, including:
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Platinum PPO national plan
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Gold PPO national plan
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Gold HMO HSA national plan
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Employer-paid dental coverage through Delta Dental PPO Plus Premier
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Employer-paid vision coverage through VSP / DeltaVision
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Employer-paid Life and AD&D coverage at 2x salary, up to $400,000
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Optional voluntary Life and AD&D coverage from $10,000 to $500,000, not to exceed 5x salary
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Employer-paid Short-Term Disability, covering 60% of salary up to $2,500
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Employer-paid Long-Term Disability, covering 60% of salary up to $10,000 per month
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Health Savings Account availability, depending on selected health plan
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$1,000 annual Lifestyle Savings Account
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$5,000 annual professional development reimbursement for degrees, training, and certifications
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$1,000 annual technology reimbursement
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Candidate referral bonus program, up to $10,000
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Discretionary profit sharing
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Discretionary performance bonus opportunities
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New contract bonus opportunities, up to $10,000
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Employer-paid access to online training through Udemy and Paylocity
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Optional pet insurance through Pets Best
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Access to Working Advantage employee discounts and rewards programs at no cost
About the Opportunity
This is an excellent opportunity for a Full Stack Software Developer with strong cloud, data analytics, and application development experience to support high-impact mission work. The selected candidate will contribute to modern, scalable, and secure software solutions that improve data processing, analytics, search, automation, and enterprise digital architecture across a mission-critical environment.
