Engineering Manager, Product Engineering

About the Role

• At Harvey, we’re transforming how legal and professional services operate — not incrementally, but end-to-end. By combining frontier agentic AI, an enterprise-grade platform, and deep domain expertise, we’re reshaping how critical knowledge work gets done for decades to come. This is a rare chance to help build a generational company at a true inflection point. With 1000+ customers in 58+ countries, strong product-market fit, and world-class investor support, we’re scaling fast and defining a new category in real time. The work is ambitious, the bar is high, and the opportunity for growth — personal, professional, and financial — is unmatched. Our team is sharp, motivated, and deeply committed to the mission. We move fast, operate with intensity, and take real ownership of the problems we tackle — from early thinking to long-term outcomes. We stay close to our customers — from leadership to engineers — and work together to solve real problems with urgency and care. If you thrive in ambiguity, push for excellence, and want to help shape the future of work alongside others who raise the bar, we invite you to build with us. At Harvey, the future of professional services is being written today — and we’re just getting started.
• As a Engineering Manager, Product at Harvey, you’ll play a pivotal role in shaping the foundation of our product platform while directly building user-facing features for some of the world’s leading law firms and enterprise customers. This team owns and operates the platform layer that enables secure, reliable, and flexible experiences for our customers including notifications, permissions and feature flag infrastructure. We also build enterprise-grade collaboration product experiences for law firms. You will design and own systems that not only serve as critical infrastructure for the rest of the company, but also directly impact how our users engage with Harvey’s AI-powered legal tools. This role is ideal for engineers who are excited by the opportunity to move between deep platform thinking and hands-on product iteration. This role is based in Toronto, Canada. We use a hybrid, 3+ days-per week in-person work model and offer relocation assistance to new employees.

Responsibilities

• Own end-to-end delivery of core product initiatives, from technical design through execution and iteration, while directly managing a high-performing fullstack engineering team.
• Set technical direction for large-scale, AI-powered systems, including: Retrieval over petabyte-scale document collections.
• Product interfaces that enable organizations to collaborate with AI.
• Long-horizon (1000+ step) planning agents for mission-critical workflows.
• Government-grade security for highly sensitive data.
• Evaluation of LLMs across a 10k+ leaf taxonomy of tasks.
• Internet-scale data collection across 50+ jurisdictions.
• Translate product vision into architecture, making pragmatic tradeoffs that balance speed, quality, and long-term scalability in a fast-moving environment.
• Lead hands-on when it matters: contribute to design, code, and architecture reviews, and dive into implementation to unblock the team or tackle the hardest problems.
• Build and grow your team by hiring exceptional engineers, setting clear technical and behavioral standards, and investing in mentorship and career development.
• Partner deeply with Product, Design, and AI to identify high-leverage opportunities and ship highly intuitive, detail-oriented user experiences.
• Establish a strong engineering culture centered on simplicity, ownership, craftsmanship, and continuous improvement.
• Align execution with company goals, ensuring technical investments directly support product strategy and long-term impact.

Requirements

• 6+ years of experience as a product-focused fullstack or backend software engineer (post BS/MS), with a history of shipping real products to real users.
• 2+ years of experience leading engineers, with clear ownership over both delivery and team health. Past management experience is a plus.
• A proven ability to design and operate backend platforms that support multiple product lines at scale.
• Strong experience with modern frontend frameworks (e.g. React) or backend systems (e.g. Python, Node, Go).
• Excellent technical judgment: you know when to move fast, when to invest, and when to simplify.
• A strong product instinct and attention to detail, with a track record of building intuitive, high-quality user experiences.
• Demonstrated success building, motivating, and retaining high-performing teams in high-growth environments.
• Solid computer science fundamentals and strong programming skills.
• Grit and ownership mindset — you’re comfortable operating in ambiguity and taking responsibility for outcomes.

Qualifications

Experience with AI-powered applications, large-scale data systems, LLM evaluation, or complex internal platforms.