Full-Stack Data Engineer (TS/SCI)

IBM Computing; Frederick (MD); On-site; USD 120,000 - 160,000; Full time

Job summary

IBM in Reston, VA seeks a TS//SCI-cleared Data Engineer with Advanced Analytics to design, build, and deploy data pipelines and analytics for senior DoW leaders. You will work in-person, shaping data-driven decisions and acquisition recommendations.

You will apply Python, SQL/NoSQL, NLP, and SPSS to collect, analyze, and present findings, including data visualization. The role emphasizes rigorous data preparation and stakeholder delivery.

Qualifications

• US Citizen with active TS//SCI clearance or eligible per DISS guidelines.
• Bachelor's Degree, preferably in STEM fields.
• 2+ years applying data engineering or software development to deliver analytic tools and visualization capabilities.
• 2+ years using Python or similar languages (Ruby, Java, R).
• 2+ years with database development (SQL/NoSQL).
• 1+ year leveraging prompt engineering and GenAI tools professionally.
• Experience with advanced text parsing tools including regex and NLP.

Responsibilities

• Design, build, and manage data solutions including data preparation, statistical analysis, data collection/mining and deployment of analysis results.
• Perform statistical analysis and data mining to identify trends using predictive analytics tools like SPSS.
• Formulate mathematical approaches including optimization, discrete-event simulation, and rules programming.
• Prepare and collect data ensuring quality and integrity for analysis.
• Deploy analysis results and present insights to stakeholders for business improvements.

Skills

Python

SQL/NoSQL

Prompt engineering

Data visualization

Education

Bachelor's degree in STEM

Master's degree in STEM (preferred)

Tools

SPSS

NLP

Regex

Job description

Introduction

Our team is committed to providing senior National Security leaders with decision-worthy data and analysis to improve the effectiveness of Intelligence systems supporting DoW Warfighters. The team conducts empirical analysis to provide definitive accounts of DoW ISR contributions to operations and generates data-driven acquisition recommendations for the Office of the Under Secretary of War for Intelligence and Security, OUSW(I&S). We are seeking a TS//SCI cleared Full Stack Data Engineer with a variety of technical skills, a curiosity to learn and innovate, and a general understanding of the defense intelligence enterprise. Our data engineering team leverages open-source and enterprise languages and tools to pull, clean, analyze, and display data in decision support tools for senior leaders within the Department of War. Work location is in Reston, VA, and is full-time in-person.

Your role and responsibilities

As a Data Engineer with Advanced Analytics expertise, you will specialize in formulating mathematical approaches to solve complex business problems and utilize predictive analytics tools to draw conclusions and present findings. You will design, build, and manage solutions that involve preparing data, performing statistical analysis, and deploying analysis results. Your primary responsibilities will include:

• Design and Build Solutions: Design, build, and manage solutions that involve preparing data, performing statistical analysis, data collection, data mining, and text mining, and deploying analysis results.
• Perform Statistical Analysis: Perform statistical analysis and data mining to identify trends and patterns and utilize predictive analytics tools like SPSS to draw conclusions and present findings.
• Formulate Mathematical Approaches: Formulate mathematical approaches to solve complex business problems, including mathematical optimization, discrete-event simulation, and rules programming.
• Prepare and Collect Data: Gather and prepare data for analysis, ensuring data quality and integrity.
• Deploy Analysis Results: Deploy analysis results and findings to stakeholders, presenting insights and recommendations for business improvement.

Required technical and professional expertise

• US Citizen with active TS//SCI clearance or show immediate eligibility according to DISS security database (SCI within last 2 years)
• Bachelor's Degree, preferably in STEM fields.
• 2+ years of experience applying data engineer or software development skills to develop analytic tools, deliver mission support services and create data visualization capabilities.
• 2+ years of experience using Python or similar programming languages (Ruby, Java, R).
• 2+ years of experience with database development (SQL and NoSQL).
• 1+ year of experience leveraging prompt engineering and GenAI tools in a professional work context.
• Experience with advanced text parsing tools to include regex and NLP.

Preferred technical and professional experience

• Master's Degree, preferably in STEM fields.
• 2+ years of general experience in the military or intelligence community; exposure to ISR capabilities is highly desired
• Experience developing and delivering technology in at least two of the following areas with a willingness to expand to all: data analytics, machine learning, artificial intelligence, data visualization, geospatial analysis, web services, or database development.
• Experience in web design and development using HTML and CSS.
• Experience in advanced AI techniques - fine-tuning ML models and LLMs, implementing chat sessions via API, retrieval-augmented generation, agentic workflows/tooling/function calling, and/or context window optimization

IBM is committed to creating a diverse environment and is proud to be an equal-opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender, gender identity or expression, sexual orientation, national origin, caste, genetics, pregnancy, disability, neurodivergence, age, veteran status, or other characteristics. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.