Forward Deployed Engineer, Enterprise AI

FDE Times; San Francisco (CA); On-site; USD 170,000 - 250,000; Full time

Benefits offered by this job

Equity

401(k) match

Parental leave

Fertility benefits

Mental health support

Learning stipend

Free lunch/gym in SF office

Flexible PTO

Referral bonuses

Job summary

Handshake is hiring a Forward Deployed Engineer to embed inside enterprise environments and translate client workflows into production-grade AI agents. You will own the full stack—from solution definition through deployment and evals—becoming a domain expert in the client’s vertical and driving measurable improvements.

The role emphasizes hands-on implementation, close collaboration with product/platform teams, and building scalable patterns to accelerate value across customer deployments in the

Qualifications

• 1–4+ years of engineering experience with strong backend depth.
• Real-world AI applications in production experience.
• Proven ability to measure and improve AI performance.

Responsibilities

• Embed with enterprise customers on deployment team and understand their business.
• Define AI-driven solutions based on real business needs.
• Build and deploy production-grade agents for specific use cases.
• Design and run evals to measure agent performance and iterate.
• Surface deployment insights to inform Handshake's platform roadmap.
• Collaborate with Product and Platform engineers to ship integrated solutions.
• Establish engineering best practices and reusable patterns.
• Deliver end-to-end deployment with high-quality outputs.

Skills

Full-stack depth

AI in production

Agent architectures

Enterprise collaboration

Systems thinking

Ownership mindset

Communication skills

Job description

Job Description

About Handshake

Handshake was founded on a simple belief that everyone deserves a path to a great career, regardless of where they went to school or who they know. Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions.

In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We’ve grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month.

Why join Handshake now

• Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel
• Partner hand-in-hand with world-class AI labs, Fortune 500 partners and the world’s top educational institutions
• Work together with engineers, scientists, operators, and more from Palantir, Meta, Scale AI, and former YC founders
• Build a massive, fast-growing business with billions in revenue

About Handshake AI

Human data is the core infrastructure to AI advancement. Frontier AI labs currently improve model capabilities with various data-intensive post-training techniques. We believe that data spend for AI training will increase by 3-5x in the next few years and continue for much longer as models take on new domains. Handshake AI supports all of the frontier AI labs, working on their most complex data at the largest scale.

About The Role

As a Forward Deployed Engineer at Handshake AI Enterprise, you'll embed directly inside enterprise customer environments as part of a small, expert team. You'll learn each customer's business deeply — their workflows, their bottlenecks, where the real leverage is — and translate that understanding into production-grade AI agents that measurably change how they operate.

This isn't an implementation or consulting role. You'll own the full stack: defining the solution, building and deploying agents, designing evals, and iterating until performance actually moves. Over time, you'll become a genuine domain expert in your customer's vertical — and use that expertise to build AI that keeps getting better.

If you've built AI that works in the real world and want to do it again at much higher stakes — with better data, closer lab relationships, and a founding team that moves fast — this is the role.

Key Responsibilities

• Embed directly with enterprise customers as part of a small deployment team, developing deep understanding of their business and workflows
• Define AI-driven solutions based on real business needs — not theoretical use cases
• Build and deploy production-grade agents tailored to specific customer use cases, owning end-to-end delivery
• Design and run evals to measure agent performance; iterate and hill-climb until results move
• Become a domain expert in your customer's vertical and use that expertise to build better AI over time
• Work closely with Product and Platform engineers on your team to ship cohesive, reliable solutions
• Establish engineering best practices, agent patterns, and reusable frameworks that help the forward-deployed team scale output without sacrificing quality
• Surface insights from deployments that inform Handshake's platform and product roadmap

Location: San Francisco, CA | 5 days / week in-office

Desired Capabilities

• 1-4+ years of engineering experience, full-stack with strong backend depth
• Real-world experience building and shipping AI applications in production — not just fine-tuning or prototyping
• Strong understanding of agent architectures, evals, and how to measure and systematically improve AI performance
• Comfort working directly with enterprise customers in ambiguous, high-stakes environments
• Strong systems thinking — you can zoom out to the business problem and zoom in to the technical solution without losing either thread
• High ownership mentality — you care about outcomes, not just outputs
• Strong communication skills — you'll be in the room with senior stakeholders regularly and need to earn their trust quickly

Extra Credit

• Background at a company with a forward deployment or field engineering model
• Experience building multi-agent systems in production
• Domain expertise in a specific enterprise vertical (recruiting, finance, ops, legal, etc.)
• Familiarity with enterprise security requirements, VPC deployments, or on-prem configurations
• History of building evals infrastructure or AI quality measurement tooling

Perks

Handshake delivers benefits that help you feel supported—and thrive at work and in life.

The below benefits are for full-time US employees.

• Ownership: Equity in a fast-growing company
• Financial Wellness: 401(k) match, competitive compensation, financial coaching
• Family Support: Paid parental leave, fertility benefits, parental coaching
• Wellbeing: Medical, dental, and vision, mental health support, $500 wellness stipend
• Growth: $2,000 learning stipend, ongoing development
• Remote & Office: Internet, commuting, and free lunch/gym in our SF office
• Time Off: Flexible PTO, 15 holidays + 2 flex days
• Connection: Team outings & referral bonuses

Explore our mission, values, and comprehensive US benefits at joinhandshake.com/careers.