AI Transformation Product Manager — End-to-End Rollouts

Harnham; San Francisco (CA); Hybrid; USD 200,000 - 220,000; Full time

Benefits offered by this job

Relocation assistance

Hybrid work schedule

Job summary

Harnham in San Francisco is seeking a Product Manager to own AI transformation initiatives from concept through deployment, working directly with business leaders, data scientists, and engineering partners to redesign workflows from the ground up.

You will define requirements, write detailed specs, and drive adoption of AI-powered solutions that deliver measurable business value across operations, customer experience, and risk.

Qualifications

• 3–5+ years in Product Management or related roles.
• Experience with AI-enabled, machine learning, or Generative AI products.
• Proven ability taking products from concept to production.
• Strong stakeholder management and requirements gathering.
• Ability to translate business problems into clear product specifications.
• Thrives in ambiguous, fast-paced environments.
• Strong written communication and documentation skills.
• Experience collaborating with technical teams and business leaders.
• Bachelor's degree or equivalent professional experience.

Responsibilities

• Lead discovery sessions with business stakeholders.
• Map current workflows and identify AI opportunities.
• Design future-state AI solutions and product requirements.
• Draft detailed specs and design briefs for engineering.
• Manage external development partners through the lifecycle.
• Define quality criteria, metrics, and success measures.
• Partner with data science to validate AI outputs and performance.
• Drive adoption, change management, and production rollout.
• Measure business impact and continuously improve solutions.

Skills

Product Management

AI

Stakeholder Management

Requirements Gathering

Technical Collaboration

Documentation

Education

Bachelor's degree or equivalent

Job description

Harnham in San Francisco is seeking a Product Manager to own AI transformation initiatives from concept through deployment, working directly with business leaders, data scientists, and engineering partners to redesign workflows from the ground up.

You will define requirements, write detailed specs, and drive adoption of AI-powered solutions that deliver measurable business value across operations, customer experience, and risk.