AI Requirements Engineer

Entarian

$100K — $130K *
Enterprise Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in related field or equivalent experience (9+ years)
  • 5+ years of relevant experience in managing stakeholder relationships
  • Expertise in agile product development and backlog management
  • Experience overseeing development teams through all phases of the SDLC
  • Familiarity with cloud platforms (AWS, Azure) and COTS integrations
  • Ability to deliver measurable improvements in user experience and process efficiency
  • Strong communication skills with both technical and non-technical stakeholders
  • Eligibility for Department of Homeland Security EOD clearance

Responsibilities

  • Lead strategic planning and delivery of AI solutions
  • Define program vision and balance stakeholder priorities
  • Translate needs into actionable requirements as primary liaison
  • Elicit and validate functional and technical requirements
  • Maintain a prioritized product backlog and user stories for feature delivery
  • Collaborate with teams and vendors to implement solutions and tools
  • Lead teams through sprint planning, execution, and deployment
  • Ensure quality through user acceptance testing and iterative improvements
  • Manage operations and release cycles to ensure system availability
  • Track key performance indicators to drive improvements
  • Streamline business processes through automation and AI capabilities
  • Develop SOPs for model retraining and incident response procedures

Benefits

  • Opportunity to lead innovative AI-driven projects
  • Work in a collaborative cross-functional team environment
  • Engage with executive stakeholders to shape program direction
  • Chance to make measurable improvements in users' experiences
  • Potential to advocate for efficiency and process improvement
  • Possibility of ongoing professional development in AI and cloud technologies
Full Job Description
Overview/ Job Responsibilities

We are seeking an accomplished AI Requirements Engineer to lead the end-to-end design, development, and operational support of AI-enabled platforms and enterprise applications. This role combines strategic visioning, business process analysis, and leadership of technical teams, ensuring delivery of secure, scalable, and user-centric solutions. This position is ideal for a candidate with experience modernizing complex IT systems, engaging with executive stakeholders, and leading cross-functional teams through full agile lifecycles from concept to production to ongoing O&M cycles.

Key Responsibilities
  • Lead the strategic planning, requirements definition, and delivery of AI solutions.
  • Define program vision and roadmap while balancing priorities of multiple stakeholders.
  • Serve as primary liaison between technical teams, leadership, and the customer, translating needs into actionable requirements and managing expectations.
  • Elicit, document, and validate functional and technical requirements, including AI model integration, data flows, and security requirements.
  • Define and maintain a prioritized product backlog, user stories, and acceptance criteria to ensure timely delivery of features.
  • Collaborate with vendors and internal teams to integrate commercial off-the-shelf solutions, APIs, and automation tools.
  • Lead cross-functional teams through sprint planning, execution, testing, and production deployment.
  • Oversee the design and development of workflows, UI/UX improvements, data integrations, and back-end processes.
  • Ensure quality through UAT coordination, performance monitoring, and iterative improvement cycles.
  • Manage ongoing operations, maintenance, and annual release cycles, ensuring high system availability, security compliance, and scalability.
  • Track and report key performance indicators (KPIs), including user satisfaction, system performance, and adoption rates, leveraging metrics to drive iterative improvements.
  • Streamline business processes through automation, analytics, and AI capabilities to improve efficiency and reduce administrative overhead.
  • Develop SOPs for retraining, rollback, and root cause analysis.
  • Document incident response procedures for model failures and anomalies when detected.


Minimum Qualifications

  • Bachelor's degree in related field with 5+ years of relevant experience or 9+ years of relevant experience in lieu of a degree.
  • Demonstrated success managing stakeholder relationships at multiple levels, including executive leadership.
  • Expertise in defining and documenting requirements , backlog management, and agile product development.
  • Experience overseeing development teams across all phases of the SDLC, including testing, deployment, and O&M.
  • Familiarity with cloud platforms (AWS, Azure, or equivalent) and other COTS integrations, and security/compliance frameworks.
  • Proven ability to deliver measurable improvements in user experience, adoption rates, and process efficiency.
  • Strong analytical and problem-solving skills, self-motivated, and proactive.
  • Excellent verbal and written communication skills, with the ability to interact effectively with technical and non-technical stakeholders.
  • Must be eligible to obtain a Department of Homeland Security EOD clearance (Requirements 1. US Citizenship, 2. Favorable Background Investigation)


Desired Qualifications

  • Clearance Preference:
    • DHS EOD - 1st priority
    • Any DHS badge + DoD Top Secret or Secret - 2nd choice
    • DoD Secret or Top Secret + willingness to get EOD clearance - 3rd choice (it can take 45 days to obtain EOD clearance - work can only begin once the clearance is fully adjudicated)


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