Senior Full Stack Software Engineer - AI ML Model Development, ML Operations, and Applied Data Science

6 Months ago • 5-10 Years • Data Analysis

Job Summary

Job Description

The Senior Full Stack Software Engineer will be responsible for designing, developing, and maintaining software solutions to support AI/ML model development, MLOps workflows, and applied data science initiatives within the Advana platform. The role involves creating software architectures, APIs, frameworks, and libraries. The engineer will also maintain existing code, collaborate with clients and teams, and contribute to rapid prototyping of AI capabilities. They will work closely with data scientists and UX designers to build scalable AI solutions. This includes documenting requirements, optimizing architectures, and staying updated on the latest AI systems and trends. The role also requires managing CI/CD pipelines, ensuring compliance with cybersecurity standards, and integrating containerized environments through Kubernetes.
Must have:
  • Experience with Python and JavaScript programming.
  • Experience with front-end frameworks like React.
  • Experience with back-end runtimes like Node.js
  • Experience with Agile software development.
  • DevSecOps experience including CI/CD tooling.
  • Experience with containerization and Kubernetes.
  • Strong communication skills.

Job Details

About the Organization Now is a great time to join Redhorse Corporation. Redhorse specializes in developing and implementing creative strategies and solutions with private, state, and federal customers in the areas of cultural and environmental resources services, climate and energy change, information technology, and intelligence services. We are hiring creative, motivated, and talented people with a passion for doing what's right, what's smart, and what works.
About the Role Redhorse is seeking a highly skilled Senior Full Stack Software Engineer to join our team supporting the Chief Digital and Artificial Intelligence Office (CDAO) within the Department of Defense (DoD). You will play a critical role in designing, developing, and maintaining cutting-edge software solutions that enable AI/ML model development, MLOps workflows, and applied data science initiatives within the Advana platform. This is a high-impact role directly influencing the DoD's ability to leverage data for improved decision-making. You will work alongside a collaborative team of data scientists, UX designers, and other engineers to build scalable and impactful AI solutions for mission-critical applications.
Key Responsibilities
  • Design and develop software requirements for multiple Artificial Intelligence-based support capabilities, including software architectures, APIs, frameworks, and libraries.
  • Develop the front-end and back-end of software prototypes, components, and tooling to accelerate the prototyping process.
  • Maintain and guide the development of common libraries and tools used by multiple teams.
  • Maintain the existing code base of in-production applications, performing bug fixes, code and component library updates to meet security and performance needs, and capability enhancements as planned in the sprint schedule.
  • Collaborate closely with clients and requirements owners to build out product lines.
  • Develop plans, roadmaps, and software design strategies. Analyze and decompose activities and requirements into software designs allocated across systems components/sub-components.
  • Contribute to formulating a strategy for achieving rapid prototyping of AI capabilities, including Generative AI.
  • Collaborate with data scientists, UX designers, cognitive scientists, developers, and testers to create cohesive and robust software designs forming the basis of scalable AI solutions.
  • Document requirements and specifications and review documentation provided by other teams and vendors.
  • Optimize software designs and architectures to meet performance targets and devise tooling and methodologies to profile execution and capture performance metrics.
  • Stay informed on the latest AI systems, software architectures, and trends, from design patterns to DevSecOps and systems architecture patterns.
  • Capture, develop, and report reference architectures and document compliance standards.
  • Manage the lifecycle of CI/CD pipelines and optimize software architectures for performance, ensuring compliance with DoD cybersecurity and DevSecOps standards. Integrate containerized environments through Kubernetes.

Required Experience/Clearance
  • Bachelor’s degree plus 7-10 years of experience, or a Master’s degree plus 5 years of experience.
  • Programming experience with Python, JavaScript, and at least one other programming language (Java preferred).
  • Experience with front-end frameworks like React or Vue. Experience with back-end runtimes and frameworks like Node.js, Spring, Spring Boot, Django, Flask, etc.
  • Experience with Agile software development methodologies, tools, and providing leadership to other developers operating within an Agile framework.
  • DevSecOps experience, including the use of Continuous Integration/Continuous Delivery (CI/CD) tooling (Git runners, code scanning tools).
  • Experience with containerization and the use of Kubernetes.
  • Familiarity with Object Relational Mapping persistence frameworks (e.g., SQLAlchemy), and with PostgreSQL.
  • Familiarity with the use of ElasticSearch/OpenSearch, and Neo4J as persistent stores
  • Strong communication skills. Ability to proactively engage with CDAO members both inside and outside your team.
  • Ability to synthesize requirements underlying feature requests, recommend alternative technical and business approaches, and facilitate engineering efforts to meet aggressive timelines.
  • Active DoD 8140 IAT Level III certification is preferred.
  • Active Top Secret (TS) security clearance with Sensitive Compartmented Information (SCI) eligibility.

Equal Opportunity Employer/Veterans/Disabled    Accommodations: If you are a qualified individual with a disability or a disabled veteran, you may request a reasonable accommodation if you are unable or limited in your ability to access job openings or apply for a job on this site as a result of your disability. You can request reasonable accommodations by contacting Talent Acquisition at Talent-Acquisition@redhorsecorp.com   Redhorse Corporation shall, in its discretion, modify or adjust the position to meet Redhorse’s changing needs. This job description is not a contract and may be adjusted as deemed appropriate in Redhorse’s sole discretion.

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