AI/ML Engineer – Defense Analytics

Company: SimVentions, Inc - Glassdoor ? 4.6
Location: Bealeton
Posted on: March 13, 2026

Job Description:

Overview: SimVentions is seeking an experienced Artificial Intelligence / Machine Learning Software Engineer to design and implement advanced analytics capabilities for complex data environments. This role focuses on applying machine learning techniques such as anomaly detection, pattern recognition, and event analysis to large-scale operational datasets. The ideal candidate is a hands-on builder who can take machine learning solutions from concept and experimentation through prototype development and operational integration . You will work closely with software engineers, system analysts, and subject matter experts to develop intelligent tools that support data analysis, system evaluation, and decision-making within mission-focused environments. Travel: Local travel to NSWCDD for integration events. Clearance: An ACTIVE Secret Clearance is required for this position. Applicants selected will be subject to a security investigation and may need to meet eligibility requirements for access to classified information. US Citizenship is required to obtain a clearance. Requirements: Bachelor’s or Master’s degree in Computer Science, Data Science, Engineering, or a related technical field. 7–10 years of software development experience. 3 years of experience applying machine learning techniques in real-world systems. Strong programming experience in Python. Experience developing data preprocessing pipelines and machine learning workflows. Experience working with time-series, telemetry, or event-based datasets. Experience implementing anomaly detection or pattern recognition techniques. Experience deploying machine learning models into production or operational software environments. Ability to work effectively in collaborative engineering environments. Active Secret clearance. Responsibilities: Core Responsibilities: Investigate machine learning and artificial intelligence use and integration into existing software microservice frameworks and functionality. Design and develop machine learning models for anomaly detection, pattern recognition, and data-driven insights. Apply supervised and unsupervised learning techniques to analyze complex system and event data. Develop algorithms for identifying patterns, correlations, and trends within large datasets. Build and maintain data processing pipelines to support machine learning workflows. Integrate ML capabilities into production software systems and analytical tools. Design model architectures that remain robust as data formats and system capabilities evolve. Collaborate with engineering and system teams to support integration, testing, and operational evaluation of new capabilities. Optimize performance of ML-enabled software components in constrained or specialized computing environments. Participate in testing and evaluation activities to validate system performance and usability. Document algorithms, models, and system behavior to support operational use and future development. Prototype Development & Integration Responsibilities: Develop deployable software prototypes that demonstrate machine learning capabilities in realistic operational testing environments. Conduct user evaluations and testing activities to validate model performance and usability. Incorporate feedback from analysts and system users to improve models and workflows. Support integration of AI/ML capabilities into larger software and system architectures. Contribute to documentation and technical artifacts that support transition of prototypes into operational use. Preferred Skills and Experience: Experience working with complex sensor, telemetry, or system event data (Electronic Warfare background specifically). Familiarity with sequence modeling, graph analytics, or time-series analysis. Experience developing explainable or interpretable machine learning models. Experience integrating machine learning capabilities into existing software systems. Experience supporting testing, evaluation, or operational demonstrations of advanced software capabilities. Experience working within government, defense, or other highly regulated development environments. Education: Bachelor’s or Master’s degree in Computer Science, Data Science, Engineering, or a related technical field. Compensation: Compensation at SimVentions is determined by a number of factors, including, but not limited to, the candidate’s experience, education, training, security clearance, work location, skills, knowledge, and competencies, as well as alignment with our corporate compensation plan and contract specific requirements. The projected annual compensation range for this position is $100,000 - $135,000 (USD). This estimate reflects the standard salary range for this position and is just one component of the total compensation package that SimVentions offers. Benefits: At SimVentions, we’re committed to supporting the total well-being of our employees and their families. Our benefit offerings include comprehensive health and welfare plans to serve a variety of needs. We offer: Medical, dental, vision, and prescription drug coverage Employee Stock Ownership Plan (ESOP) Competitive 401(k) programs Retirement and Financial Counselors Health Savings and Health Reimbursement Accounts Flexible Spending Accounts Life insurance, short- & long-term disability Continuing Education Assistance Paid Time Off, Paid Holidays, Paid Leave (e.g., Maternity, Paternity, Jury Duty, Bereavement, Military) Third Party Employee Assistance Program that offers emotional and lifestyle well-being services, to include free counseling Supplemental Benefit Program Why Work for SimVentions?: SimVentions is about more than just being a place to work with other growth-orientated technically exceptional experts. It’s also a fun place to work. Our family-friendly atmosphere encourages our employee-owners to imagine, create, explore, discover, and do great things together. Support Our Warfighters SimVentions is a proud supporter of the U.S. military, and we take pride in our ability to provide relevant, game-changing solutions to our armed men and women around the world. Drive Customer Success We deliver innovative products and solutions that go beyond the expected. This means you can expect to work with a team that will allow you to grow, have a voice, and make an impact. Get Involved in Giving Back We believe a well-rounded company starts with well-rounded employees, which is why we offer diverse service opportunities for our team throughout the year. Build Innovative Technology SimVentions takes pride in its innovative and cutting-edge technology, so you can be sure that whatever project you work on, you will be having a direct impact on our customer’s success. Work with Brilliant People We don’t just hire the smartest people; we seek experienced, creative individuals who are passionate about their work and thrive in our unique culture. Create Meaningful Solutions We are trusted partners with our customers and are provided challenging and meaningful requirements to help them solve. Employees who join SimVentions will enjoy additional perks like: Employee Ownership: Work with the best and help build YOUR company! Family focus: Work for a team that recognizes the importance of family time. Culture: Add to our culture of technical excellence and collaboration. Dress code: Business casual, we like to be comfortable while we work. Resources: Excellent facilities, tools, and training opportunities to grow in your field. Open communication: Work in an environment where your voice matters. Corporate Fellowship: Opportunities to participate in company sports teams and employee-led interest groups for personal and professional development. Employee Appreciation: Multiple corporate events throughout the year, including Holiday Events, Company Picnic, Imagineering Day, and more. Founding Partner of the FredNats Baseball team: Equitable distribution of tickets for every home game to be enjoyed by our employee-owners and their families from our private suite. Food: We have a lot of food around here! FTAC

Keywords: SimVentions, Inc - Glassdoor ? 4.6, Towson , AI/ML Engineer – Defense Analytics, IT / Software / Systems , Bealeton, Maryland