Software Engineer - Applied AI/ML - TS/SCI with Polygraph

Posted Yesterday
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Annapolis Junction, MD, USA
In-Office
125K-225K Annually
Expert/Leader
Information Technology • Security • Cybersecurity
The Role
Design, develop, and deploy AI/ML models and full-stack services (LLMs, RAG, vector search) for cybersecurity analyst workflows in secure cloud environments. Integrate systems via APIs, monitor model performance and drift, support retraining, and collaborate with stakeholders to deliver mission-focused solutions under DoD security constraints.
Summary Generated by Built In
In a world of possibilities, pursue one with endless opportunities. Imagine Next!

 

At Parsons, you can imagine a career where you thrive, work with exceptional people, and be yourself. Guided by our leadership vision of valuing people, embracing agility, and fostering growth, we cultivate an innovative culture that empowers you to achieve your full potential. Unleash your talent and redefine what’s possible.

 

Job Description:

Parsons is looking for a talented AI/ML Software Engineer with a passion for applying artificial intelligence and machine learning to real-world cybersecurity challenges to join our growing team!

In this role, you will help integrate AI-enabled capabilities into analyst workflows and mission systems to accelerate cyber data triage, improve decision support, and enhance operational effectiveness.  This role is ideal for a technically strong engineer who understands how to stand up, assess, and guide modern AI platforms in secure government settings, with familiarity in cloud and enterprise ecosystems such as Microsoft Azure and Amazon Web Services (AWS).

What You’ll Be Doing:

  • Develop full stack applications and services that leverage large language models (LLMs), retrieval-augmented generation (RAG), agentic workflows, and other emerging AI capabilities.

  • Designing, developing, and deploying AI/ML models and tools for data mining, predictive modeling, and knowledge discovery

  • Integrate AI/ML-enabled capabilities into a secure, cloud-based data architecture, ensuring interoperability with existing systems via standardized APIs

  • Implement and monitor model performance, data/concept drift, and key metrics in real time; support model retraining and fine-tuning as new data becomes available

  • Collaborate with data engineers, software developers, and stakeholders to define requirements, validate outputs, and support mission deliverables

  • Ensure all AI/ML workflows comply with DoW cybersecurity, data privacy, and access control requirements, including operation within isolated cloud environments.

  • Assist in knowledge transfer and training activities, including the development of tutorials and best practices for AI/ML usage.

  • Educate stakeholders on AI platform concepts, emerging patterns, and implementation best practices in government environments.

  • Assessing data patterns in systems and network misconfiguration.

  • Working with a team of Cyber Analysts to support quick turn requests for vulnerability information by continually improving LLMs

  • Conduct analyses of alternatives (AoAs) to compare internally developed approaches against commercial, open-source, and industry-standard techniques.

  • Develop and execute experiments to assess model performance using appropriate evaluation metrics and representative datasets.

What Required Skills You'll Bring:

  • Active TS/SCI with Poly required

  • Bachelor of Science in Computer Science, Cybersecurity, Information Systems, or related field and 10+ years of relevant experience. With additional years of experience able to count in lieu of a degree, and vice versa.

  • Familiarity with machine learning concepts, including model training, evaluation, tuning, and performance measurement.

  • Ability to assess model effectiveness using quantitative metrics and communicate tradeoffs.

  • Depth of experience with prompt engineering.

  • Proficiency in Python and experience developing RESTful APIs and backend services.

  • Experience supporting AI/ML, data, cloud, or platform engineering efforts in government, defense, or enterprise environments.

  • Understanding of modern AI concepts, including LLMs, embeddings, RAG, vector search, and agentic workflows.

  • Demonstrated familiarity with Microsoft and/or AWS platform ecosystems

  • Proficiency using command-line interfaces such as Windows PowerShell/Command Prompt for routine development, troubleshooting, scripting, and automation tasks

  • Working knowledge of cloud architecture, containers, APIs, data services, identity/access management, and secure system integration.

  • Ability to understand how AI applications depend on underlying platform components such as model hosting, pipelines, storage, orchestration, and monitoring.

  • Demonstrated experience in database management, including designing and maintaining relational databases, writing and optimizing SQL queries, implementing backup and recovery procedures, and applying database security and performance best practices.

  • Demonstrated experience with configuration management, including defining and maintaining configuration baselines, using configuration management tools e.g.,Ansible, Puppet, Chef, Terraform to manage infrastructure and application settings

  • Passionate about AI and platform modernization.

  • Ability to rapidly prototype solutions, iterate based on user feedback, and operate effectively in ambiguous problem spaces.

  • Able to translate complex technical issues into actionable guidance for mixed technical and non-technical audiences.

  • Mission-oriented, collaborative, and proactive.

Security Clearance Requirement:

An active Top Secret SCI w/Polygraph security clearance is required for this position.​

This position is part of our Federal Solutions team.

The Federal Solutions segment delivers resources to our US government customers that ensure the success of missions around the globe. Our intelligent employees drive the state of the art as they provide services and solutions in the areas of defense, security, intelligence, infrastructure, and environmental. We promote a culture of excellence and close-knit teams that take pride in delivering, protecting, and sustaining our nation's most critical assets, from Earth to cyberspace. Throughout the company, our people are anticipating what’s next to deliver the solutions our customers need now.

Salary Range: $125,100.00 - $225,200.00

We value our employees and want our employees to take care of their overall wellbeing, which is why we offer best-in-class benefits such as medical, dental, vision, paid time off, 401(k), life insurance, flexible work schedules, and holidays to fit your busy lifestyle!

Parsons is an equal opportunity employer, and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability, veteran status or any other protected status.

We truly invest and care about our employee’s wellbeing and provide endless growth opportunities as the sky is the limit, so aim for the stars! Imagine next and join the Parsons quest—APPLY TODAY!

Parsons is aware of fraudulent recruitment practices. To learn more about recruitment fraud and how to report it, please refer to https://www.parsons.com/fraudulent-recruitment/.

Skills Required

  • Active Top Secret SCI with Polygraph
  • Bachelor of Science in Computer Science, Cybersecurity, Information Systems, or related field or equivalent experience (10+ years)
  • 10+ years of relevant experience
  • Familiarity with machine learning concepts including model training, evaluation, tuning, and performance measurement
  • Ability to assess model effectiveness using quantitative metrics and communicate tradeoffs
  • Depth of experience with prompt engineering
  • Proficiency in Python
  • Experience developing RESTful APIs and backend services
  • Experience supporting AI/ML, data, cloud, or platform engineering efforts in government, defense, or enterprise environments
  • Understanding of modern AI concepts including LLMs, embeddings, RAG, vector search, and agentic workflows
  • Demonstrated familiarity with Microsoft Azure and/or AWS platform ecosystems
  • Proficiency using command-line interfaces such as Windows PowerShell/Command Prompt
  • Working knowledge of cloud architecture, containers, APIs, data services, identity/access management, and secure system integration
  • Understanding of model hosting, pipelines, storage, orchestration, and monitoring
  • Demonstrated experience in database management including relational databases and SQL
  • Demonstrated experience with configuration management tools (Ansible, Puppet, Chef, Terraform)
  • Ability to rapidly prototype solutions and iterate based on user feedback
  • Ability to translate complex technical issues into actionable guidance for mixed technical and non-technical audiences
  • Mission-oriented, collaborative, and proactive
  • Passion for AI and platform modernization

Parsons Corporation Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Parsons Corporation and has not been reviewed or approved by Parsons Corporation.

  • Retirement Support Retirement programs are framed as a major value driver, with an ESOP alongside a 401(k) match and additional stock-purchase options contributing meaningfully to total rewards. This structure is positioned as especially attractive for employees who value long-term wealth-building over immediate cash.
  • Healthcare Strength Health coverage is described as broad and choice-rich, with multiple plan types (PPO, HDHP, and some HMO networks) plus dental, vision, EAP, and wellness resources. The availability of different plan designs and national-carrier coverage supports varied employee needs.
  • Leave & Time Off Breadth Time-off offerings are portrayed as competitive, including PTO, holidays, flexible schedules such as a 9/80 option for eligible roles, and floating holidays in the U.S. Paid parental leave of 160 hours is also highlighted as a meaningful component of the overall package.

Parsons Corporation Insights

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The Company
Centreville, VA
14,420 Employees
Year Founded: 1944

What We Do

Parsons is a digitally enabled solutions provider with a focus on making the world safer, smarter, healthier, more sustainable, and more connected. Founded in 1944, Parsons primarily serves the defense, security, and infrastructure markets. Uniquely qualified to deliver cyber/converged security, technology-based intellectual property, and other innovative services, the corporation delivers state-of-the-art solutions to federal, regional, and local government agencies as well as to private industrial customers worldwide. Parsons has a reputation for inclusion and diversity and has been named to the Ethisphere Institute’s list of World’s Most Ethical Companies for 10 consecutive years. Parsons facilitates a culture of innovation by encouraging collaboration among its employees and providing opportunities for career growth. With offices around the globe, people of varied talents and backgrounds, and a wide range of exciting projects, the possibilities at Parsons are endless. For more about Parsons, visit www.parsons.com. Mission: Delivering innovative infrastructure, defense, and security solutions to enable a more sustainable, safer, smarter, and more connected world.

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