Product Manager, AI Agents & MCP Tools

With 1000 intelligence professionals serving over 1900 clients worldwide Recorded Future is the worlds most advanced and largest intelligence company!

Were looking for a hands-on Product Manager to own the lifecycle of Recorded Futures AI agents and MCP tools the intelligent workflows and tool integrations that apply large language models to real threat intelligence problems for our customers. This is not a role focused on training models or building LLMs. Instead youll build evaluate and ship agents that orchestrate existing models and shape the MCP tools those agents and our customers rely on to access Recorded Future intelligence.

Youll be responsible for the full arc of an agent from initial build through evaluation and iteration to customer testing and deployment as well as the quality and coverage of our MCP tool surface. Youll write and maintain evals refine tool descriptions identify gaps in tool coverage analyze how tools are actually used and make the call on what ships. This role suits someone who is technically fluent comfortable getting their hands dirty in GitHub and prompt engineering and grounded in strong product judgment about whats worth building.

This isa mid-level role for a builder who moves fast tests rigorously and cares more about whether an agent or tool solves the customers problem than whether it demos well.

• Own the end-to-end lifecycle of AI agents design build evaluation customer validation and deployment.
• Build agents that orchestrate LLMs and tools against real intelligence use cases selecting the right model for each task based on capability latency and cost tradeoffs.
• Own and refine the MCP tool surface writing clear effective tool descriptions identifying gaps in coverage and improving how tools expose Recorded Future intelligence to agents and customers.
• Analyze MCP tool usage patterns to understand what customers and agents actually invoke where tools fail or underperform and where new tools are needed.
• Write maintain and expand evaluation suites to measure agent and tool quality catch regressions and guide iteration; update agents and tools as models data and customer needs evolve.
• Test agents and tools directly with customers gathering feedback and confirming that outputs meet their workflows and expectations before and after launch.
• Work hands-on in the codebase (GitHub) alongside engineers reviewing changes prototyping and contributing to agent logic and tool definitions where appropriate.
• Maintain a working understanding of the LLM landscape tracking the strengths weaknesses and cost profiles of available models to make informed build decisions.
• Define and track agent and tool performance metrics accuracy task completion tool invocation success latency cost per task and customer satisfaction.
• Prioritize the agent and tool roadmap focusing effort on the capabilities that deliver the most customer value.
• Partner with intelligence engineering and design teams to ensure agents and tools integrate cleanly into the broader platform and customer experience.
• Establish repeatable practices for building evaluating and shipping agents and tools reliably and safely.

• Agent Builder with hands-on experience building LLM-powered agents or workflows or the technical aptitude to ramp up quickly.
• Model-Literate with working knowledge of major LLMs and a practical sense of their pros cons and cost tradeoffs.
• Tool-Design Sense able to write clear tool descriptions reason about how agents select and invoke tools and spot coverage gaps. Familiarity with MCP (Model Context Protocol) or similar tool-integration frameworks is a plus.
• Technically Comfortable able to work in GitHub read and reason about code and engage credibly with engineers on agent and tool design and evaluation.
• Evaluation-Minded understanding how to define quality write evals and use them to drive iteration rather than relying on vibes.
• Data-Informed comfortable analyzing usage patterns to guide decisions about what to refine build or retire.
• Customer-Oriented skilled at working directly with users to validate that whats built actually solves their problem.
• Strong PM or Business Analyst Skills able to prioritize define requirements and connect technical work to business outcomes.
• Pragmatic and Outcome-Driven comfortable shipping measuring and improving in fast iteration cycles.
• Cybersecurity experience is a plus but not required provided you can ramp up quickly on the domain.
• 35 years in product management technical program management or a hands-on technical role building AI/LLM-powered products agents or tool integrations

The base salary range for this full-time position is $129000 - $193500. Our salary ranges are determined by role level and location. The salary displayed reflects the range for new hire salaries for the position across all US locations. Within the range individual pay is determined by state work location and additional factors including job-related skills experience and relevant education or training. This position may be eligible for incentive compensation equity and medical dental vision life insurance and 401K. Your recruiter can share more about the specific details of the compensation and benefit package during the hiring process.

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Why should you join Recorded Future
Recorded Future employees (or Futurists) represent over 40 nationalities and embody our core values of having high standards practicing inclusion and acting ethically. Our dedication to empowering clients with intelligence to disrupt adversaries has earned us a 4.6-star user rating on G2 and more than 50% of Fortune 100 companies as customers.

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Recorded Future will not discharge discipline or in any other manner discriminate against any employee or applicant for employment because such employee or applicant has inquired about discussed or disclosed the compensation of the employee or applicant or another employee or applicant.

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Recorded Future maintains a drug-free workplace.

Note: Our interview process for all final-round candidates requires a mandatoryin-person interviewor a live scheduledvideo conference with the hiring manager. We do not conduct interviews via instant messaging or text. All communications during the application process will come from individuals within our HR department via their Recorded Future email address.

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