🕒 yesterday
Build and deploy AI-enabled security solutions for customers, owning technical discovery, architecture, production integrations, deployment, security evaluation, and operational handover.
Software Engineer, Agent Optimization & Evaluation
🕒 3 days ago
Software EngineeringAI AgentsLLMsAgent Evaluation
📜 Description
- Build an optimization harness to evaluate, benchmark, and improve AI agents across software engineering workflows.
- Develop evaluation environments that measure agent performance on meaningful engineering tasks.
- Create systems for offline replay, automated evaluation, synthetic task generation, regression detection, and human feedback.
- Design model routing and orchestration strategies balancing quality, latency, and cost.
- Define metrics and experiments to measure developer productivity and engineering velocity.
- Build tools to analyze agent behavior and investigate failures, partnering with platform, infrastructure, and developer productivity teams.
🛠️ Requirements
- 5-12+ years of engineering experience.
- Extensive experience building and shipping large-scale production software systems.
- Experience designing evaluation, experimentation, benchmarking, or measurement systems for AI, search, developer platforms, or complex distributed systems.
- Strong understanding of modern LLMs, AI agents, and the systems needed to deploy them.
- Experience optimizing systems across quality, latency, reliability, and cost.
- Strong software engineering fundamentals and ability to work independently in ambiguous environments.
- Ability to drive technical direction and collaborate across engineering, infrastructure, and platform organizations.
✨ Benefits
- Comprehensive Healthcare Benefits and Income Replacement Programs
- 401k with Employer Match
- Global Benefit programs that fit your lifestyle, from workspace to professional development to caregiving support
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
- Flexible Vacation & Paid Volunteer Time Off
- Generous Paid Parental Leave
Full job description
Reddit is a community of communities. It’s built on shared interests, passion, and trust, and is home to the most open and authentic conversations on the internet. Every day, Reddit users submit, vote, and comment on the topics they care most about. With 100,000+ active communities and approximately 130 million daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit www.redditinc.com.
We are Software Engineers across multiple levels!
The Team
We're building Reddit's next-generation AI developer platform: a best-in-class agent stack that helps every Snoo build, test, review, and ship software efficiently while preserving Reddit's control over quality, costs, and long-term AI strategy. Our optimization harness measures and improves agents across the software development lifecycle by benchmarking models, detecting regressions, optimizing routing, incorporating production feedback, and improving developer productivity.
You'll report to Kyle Maxwell and partner with Platform Engineering, Infrastructure, and Developer Productivity to shape AI-assisted software development across Reddit.
The Role
As a Software Engineer, Agent Optimization & Evaluation, you will lead our agent optimization and evaluation platform. You'll build systems to measure and improve agents' impact on engineering velocity, including Reddit-specific evaluation environments, intelligent model orchestration, and feedback loops that learn from production usage. This hands-on role involves writing production code and building new systems with ownership and autonomy. Strong platform and infrastructure partners will support your work on agent optimization, evaluation, and orchestration.
What You’ll Do:
- Design and build Reddit's agent optimization harness for evaluating, benchmarking, and improving AI agents across real software engineering workflows.
- Develop Reddit-specific evaluation environments that accurately measure agent performance against meaningful engineering tasks.
- Build systems for offline replay, automated evaluation, synthetic task generation, regression detection, and human-in-the-loop feedback.
- Design model routing and orchestration strategies that optimize for quality, latency, and cost.
- Define metrics and experimentation frameworks that measure developer productivity and engineering velocity.
- Build tooling to analyze agent behavior, investigate failures, and accelerate iteration.
- Partner closely with Platform Engineering, Infrastructure, and Developer Productivity teams to integrate agent capabilities into engineering workflows.
- Help shape Reddit's long-term strategy for a flexible, model-agnostic agent platform that gives us control over our AI capabilities and economics
You Will Bring:
- 5-12+ years of engineering experience
- Extensive experience building and shipping large-scale production software systems.
- Experience designing evaluation, experimentation, benchmarking, or measurement systems for AI, search, developer platforms, or other complex distributed systems.
- Strong understanding of modern LLMs, AI agents, and the engineering systems required to deploy them effectively.
- Experience building systems that optimize across multiple dimensions, including quality, latency, reliability, and cost.
- Excellent software engineering fundamentals and a passion for building production-quality systems.
- Ability to operate independently in ambiguous environments and drive technical direction for highly strategic initiatives.
- Strong cross-functional collaboration skills and experience working across engineering, infrastructure, and platform organizations.
Benefits
- Comprehensive Healthcare Benefits and Income Replacement Programs
- 401k with Employer Match
- Global Benefit programs that fit your lifestyle, from workspace to professional development to caregiving support
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
- Flexible Vacation & Paid Volunteer Time Off
- Generous Paid Parental Leave
Pay Transparency:
This job posting may span more than one career level.
In addition to base salary, this job is eligible to receive equity in the form of restricted stock units, and depending on the position offered, it may also be eligible to receive a commission. Additionally, Reddit offers a wide range of benefits to U.S.-based employees, including medical, dental, and vision insurance, 401(k) program with employer match, generous time off for vacation, and parental leave. To learn more, please visit https://www.redditinc.com/careers/.
To provide greater transparency to candidates, we share base salary ranges for all US-based job postings regardless of state. We set standard base pay ranges for all roles based on function, level, and country location, benchmarked against similar stage growth companies. Final offer amounts are determined by multiple factors including, skills, depth of work experience and relevant licenses/credentials, and may vary from the amounts listed below.
The base salary range for this position is:
$109,800-$325,000 USD
In select roles and locations, the interviews will be recorded, transcribed and summarized by artificial intelligence (AI). You will have the opportunity to opt out of recording, transcription and summarization prior to any scheduled interviews.
During the interview, we will collect the following categories of personal information: Identifiers, Professional and Employment-Related Information, Sensory Information (audio/video recording), and any other categories of personal information you choose to share with us. We will use this information to evaluate your application for employment or an independent contractor role, as applicable. We will not sell your personal information or disclose it to any third party for their marketing purposes. We will delete any recording of your interview promptly after making a hiring decision. For more information about how we will handle your personal information, including our retention of it, please refer to our Candidate Privacy Policy for Potential Employees and Contractors.
Reddit is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve. Reddit is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If, due to a disability, you need an accommodation during the interview process, please let your recruiter know.
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