Journeyman Computer Systems Analyst

SHINE Systems

$75K — $95K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 3+ years as a Technical Business Analyst, Product Analyst, or Product Manager in agile software development.
  • 2+ years with AI-assisted coding tools like GitHub Copilot or ChatGPT.
  • Skilled in creating structured PRDs, user stories, and acceptance criteria.
  • Knowledge of prompt engineering concepts and Agile practices.
  • Familiarity with standard Markdown or Git workflows.
  • Capability to review code syntax and collaborate with engineering teams.
  • Bachelor's degree required.

Responsibilities

  • Analyze stakeholder needs and produce detailed PRDs using Markdown.
  • Collaborate with cross-functional teams to develop user stories and acceptance criteria.
  • Validate AI-generated outputs for correctness and adherence to standards.
  • Use AI tools to support product development workflows and set development constraints.
  • Identify automation opportunities to enhance user experience and streamline processes.
  • Monitor emerging technologies and contribute to product iteration and improvement.

Benefits

  • Opportunities to work in a fast-paced, agile environment.
  • Involvement in shaping product direction and integrating emerging AI tools.
  • Collaboration with diverse teams including engineers and UX specialists.
  • Contribution to product development that leverages cutting-edge technologies.
Full Job Description
Shine Systems is seeking an Intelligence Automation Business Analyst who can translate complex business needs into clear, structured product requirements while supporting AI-assisted development workflows. This individual will work across technical, product, and user-focused functions to deliver high-value digital capabilities in a fast-paced agile environment. This role requires someone who can understand mission objectives, refine user requirements, validate AI-generated outputs, and collaborate with engineering teams to ensure features are delivered accurately and efficiently. This resource will contribute to shaping product direction, improving processes, and driving the integration of emerging AI tools into modern delivery practices.

Key Responsibilities:

- Analyze stakeholder needs and convert them into detailed, context-rich Product Requirement Documents (PRDs) using Markdown formatting.

- Collaborate with engineers, architects, developers, UX specialists, and product managers to develop user stories and acceptance criteria aligned to mission requirements.

-Validate AI-generated code and outputs for correctness, quality, and alignment with product and architectural standards.

-Leverage AI-assisted tools to support PRD-to-code workflows, establishing constraints, rules, and patterns that guide AI development environments.

-Identify opportunities to automate workflows, streamline product development, and enhance user experience across digital capabilities.

-Track emerging technologies, incorporate multidisciplinary feedback, and contribute to rapid product iterations and feature refinement.

Must Haves:

-3+ years of experience as a Technical Business Analyst, Product Analyst, or Product Manager in an agile software development environment

-2+ years of experience with AI-assisted coding and product design tools such as GitHub Copilot, ChatGPT, Cursor, Claude, or Figma AI

-Ability to translate stakeholder needs into structured PRDs including user stories and acceptance criteria using Given/When/Then formatting

-Knowledge of prompt engineering concepts such as role, context, constraints, and output formatting

-Knowledge of Agile delivery practices and standard Markdown or Git workflows

-Ability to review code syntax, understand basic API integrations, and collaborate effectively with engineering teams

-Ability to obtain and maintain a Public Trust or Suitability/Fitness determination

-Bachelor's degree

Nice to Haves:

-Experience defining AI-specific performance metrics such as hallucination thresholds, latency targets, or model quality criteria

-Experience driving AI-assisted PRD-to-code workflows, including setting rules, constraints, and scopes in AI development environments

-Experience conducting structured reviews of AI-generated code outputs

-Ability to synthesize multidisciplinary feedback from UX, legal, or engineering teams into rapid product iterations

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