Product Manager, Code Generation

Job Overview

Mechanical Orchard is reinventing how the world’s most critical software gets modernized.

We’re an applied AI company focused on one of the hardest problems in enterprise technology: rewriting complex legacy systems in a way that is provably correct, low risk, and fast enough to matter.

Job Description

Joining Mechanical Orchard means working on problems that truly matter-to our customers, their businesses, and the people who rely on these systems every day.

If you care deeply about quality, rigor, and doing the right thing-even when it’s hard-you’ll find your people here. About the role We’re seeking a Product Manager to lead our Code Generation team - a critical pillar of our modernization platform.

This role sits at the intersection of AI model innovation, enterprise reliability, and developer productivity, and will play a key role in shaping how AI transforms legacy workloads into modern systems.

Key Responsibilities

• By focusing on system behavior rather than code alone, we turn modernization from a high-stakes, failure-prone effort into a repeatable, confidence-building process that unlocks ongoing innovation.
• We’re building technology and methodology that challenge long-standing industry assumptions, prioritizing proof over promises and progress over theatrics.
• About the role We’re seeking a Product Manager to lead our Code Generation team - a critical pillar of our modernization platform.
• In this role, you will own the strategy and roadmap for how AI-powered code generation accelerates large-scale legacy modernization.
• You will work closely with forward-deployed engineering teams and customers to deeply understand real-world modernization challenges and translate them into product capabilities that deliver measurable impact.
• You’ll also stay at the forefront of foundation model advancements, evaluating new capabilities across model providers and the broader coding tools ecosystem to ensure our platform consistently delivers best-in-class developer experiences.
• Product Managers at Mechanical Orchard are dedicated to one team and work closely with a team of software engineers, as well as cross-functionally with Sales, Marketing and our forward-deployed engineering teams.
• They balance long-term strategy with tactical delivery and apply modern product thinking to problems that have resisted innovation for decades.

Required Skills and Qualifications

• You’ll also stay at the forefront of foundation model advancements, evaluating new capabilities across model providers and the broader coding tools ecosystem to ensure our platform consistently delivers best-in-class developer experiences.
• What you’ll do Own the vision and roadmap for AI-driven code generation, defining how our platform accelerates large-scale legacy modernization Collaborate closely with our forward-deployed engineering teams as well as technical partners to turn real-world modernization challenges into scalable product capabilities Translate rapidly evolving foundation model capabilities into reliable, enterprise-grade developer experiences Ensure cross-team alignment of roadmap and technical strategy within the product organization and across Mechanical Orchard Measure impact, track adoption, code quality, and modernization velocity to guide product decisions Define quality, reliability, and evaluation standards for AI-generated code Represent your product internally and externally with executive stakeholders, technical partners and customers Articulate customer value and benefits of your team’s offering and help position it within an evolving market landscape You’re a good fit if you have A Bachelors or Masters degree in a technical field or equivalent experience Combined 5+ years in product management and engineering in a highly technical environment A deep technical background, ability to grasp technical concepts and establish credibility with engineers Track record of launching ambitious, highly technical products that have seen commercial success, preferably in dev tools Hands-on experience with latest AI coding tools, model capabilities, and industry trends Excellent communication and stakeholder management skills and comfort with presenting to various audiences across seniority levels The ability to navigate ambiguity and deliver high-quality product experiences on tight timelines and in line with our business aspirations A bias for action - you’re not afraid to jump from writing a spec or story to talking to a customer or figuring out a new way to use AI tools to your advantage People in this role will have a high degree of autonomy and responsibility, with frequent team-to-team communication and interaction with all levels of leadership.
• are based on business needs, job requirements and individual qualifications, without regard to race, color, religion or belief, national, social or ethnic origin, sex (including pregnancy), age, physical, mental or sensory disability, HIV Status, sexual orientation, gender identity and/or expression, marital, civil union or domestic partnership status, past or present military service, family medical history or genetic information, family or parental status, or any other status protected by the laws or regulations in the locations where we operate.

Benefits and Perks

• What you’ll do Own the vision and roadmap for AI-driven code generation, defining how our platform accelerates large-scale legacy modernization Collaborate closely with our forward-deployed engineering teams as well as technical partners to turn real-world modernization challenges into scalable product capabilities Translate rapidly evolving foundation model capabilities into reliable, enterprise-grade developer experiences Ensure cross-team alignment of roadmap and technical strategy within the product organization and across Mechanical Orchard Measure impact, track adoption, code quality, and modernization velocity to guide product decisions Define quality, reliability, and evaluation standards for AI-generated code Represent your product internally and externally with executive stakeholders, technical partners and customers Articulate customer value and benefits of your team’s offering and help position it within an evolving market landscape You’re a good fit if you have A Bachelors or Masters degree in a technical field or equivalent experience Combined 5+ years in product management and engineering in a highly technical environment A deep technical background, ability to grasp technical concepts and establish credibility with engineers Track record of launching ambitious, highly technical products that have seen commercial success, preferably in dev tools Hands-on experience with latest AI coding tools, model capabilities, and industry trends Excellent communication and stakeholder management skills and comfort with presenting to various audiences across seniority levels The ability to navigate ambiguity and deliver high-quality product experiences on tight timelines and in line with our business aspirations A bias for action - you’re not afraid to jump from writing a spec or story to talking to a customer or figuring out a new way to use AI tools to your advantage People in this role will have a high degree of autonomy and responsibility, with frequent team-to-team communication and interaction with all levels of leadership.

Work Location and Schedule

This role is listed as Remote USA with location information shown as Remote USA. The employment type is Full Time.

About the Company

Mechanical Orchard is the organization connected with this listing. USA Jobs Today displays this opportunity for job discovery only, so applicants should verify company details, application instructions, and eligibility on the official employer website.