Forward Deployed Data Scientist
full-time
mid
Posted 2 months ago
About this role
Company Description
Govini transforms Defense Acquisition from an outdated manual process to a software-driven strategic advantage for the United States. Our flagship product, Ark, supports Supply Chain, Science & Technology, Production, Sustainment, Logistics, and Modernization teams with AI-enabled Applications and best-in-class data to more rapidly imagine, develop, and field the capabilities we need. Today, the national security community and every branch of the military rely on Govini to enable faster and more informed Acquisition decisions.
Job Description
We are seeking an inquisitive Data Scientist to join our team, leveraging deep expertise in Artificial Intelligence and a keen understanding of complex Defense Acquisition challenges. Your primary focus will be to work with our proprietary and commercial datasets to find critical connections, derive actionable knowledge, and identify potential issues that help our government clients make more informed decisions. Your role will involve designing, developing, and rapidly deploying scalable AI solutions that transform these insights into mission-critical capabilities. You will have the opportunity to expand and grow data-driven research across Govini, leading new areas to apply advanced analytics to drive strategic business and national security results. As part of our team, you must be an AI expert with a strong command of data science fundamentals and a proven ability to bring data-driven solutions to life within the defense ecosystem.
In order to do this job well, you must be a highly organized problem-solver and possess excellent oral and written communication skills, capable of translating complex AI concepts for both technical and non-technical audiences. You are independent, driven, and motivated to jump in and roll up your sleeves to get the job done. You lead by influence and motivation. You have a passion for great work and nothing less than your best will do. You share our intolerance of mediocrity. You’re uber-smart, challenged by figuring things out and producing simple, impactful AI solutions to complex defense problems. Knowing there are always multiple answers to a problem, you know how to engage in a constructive dialogue to find the best path forward. You’re scrappy. We like scrappy. We need a creative, out-of-the-box thinker who shares our passion and obsession with quality and rapid prototyping/deployment.
This role is a full-time position located out of our office in Arlington, VA, Pittsburgh, PA, or Remote.
This role may require up to 75% travel.
Scope of Responsibilities
Developing new AI methods and using existing ones to solve complex defense problems
Developing working AI systems and deploying them
Rapid prototyping of AI models, systems, heuristics, and agentic solutions
Working directly with customers to understand and solve their problems
Translating customer problem definitions into technical requirements for AI-based systems
Translating vague customer needs into concrete AI workflows and Data Science solutions
Evaluating solution effectiveness with customers, tuning, and redefining solutions when needed
Deploying code into production AI systems
Taking end-to-end ownership of client problems
Communicating clearly with both non-technical and technical users
Working with AI platform, agentic AI, and data engineering teams to build end-to-end solutions in production deployments
Collaborating with AI platform and agentic AI teams to generalize capabilities into reusable agentic AI features/skills for other deployments
Wrapping AI/DS solutions into AI agentic/skills frameworks
Create agentic AI systems, using AI orchestrators and particular AI reasoning capabilities as tools.
Qualifications
U.S. Citizenship is required
Required Skills:
Ability to translate customer problems into technical AI requirements, and write down the documentation to be used by multiple teams.
Deep ability to embed with clients, understand vague business or national security challenges, and translate these customer problems into concrete, actionable technical requirements and detailed documentation for AI-based systems.
Expertise in rapidly prototyping models, heuristics, and agentic solutions. The ability to translate vague needs into concrete AI workflows and Data Science solutions, followed by deploying production-grade code and taking end-to-end ownership of the client's problem.
Skill in defining concrete AI workflows from vague requirements.
Experience evaluating and tuning AI solutions for effectiveness. Experience in measuring the impact of AI/DS solutions.
Competency in deploying code into production AI systems. Competency in building agent/skills solving particular problems.
Expertise in integrating AI/DS solutions into agentic frameworks.
End-to-end ownership of client problems.
Strong communication with non-technical users and technical users.
Collaboration with cross-functiona
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