Software Engineer, Agent Harness & Evaluation
$180k - $325kSivadconsulting
Software Engineer, Agent Harness & Evaluation – San Jose, CA
$180k to $325k
We are hiring Software Engineers to improve the performance, reliability, and efficiency of AI agents for hardware applications. You'll identify failure modes, design and run evaluations, develop new agent capabilities, and turn successful experiments into production software. You'll join a sizable, rapidly growing team of software engineers, researchers, hardware experts, customers, and founding and field teams, working across customer discovery, evaluation design, applied research, product development, and deployment for a broad range of hardware-engineering problems.
Responsibilities
- Finding where AI agents fail, then designing and running evaluations to improve their performance, reliability, and efficiency
- Building new agent capabilities, including tool interfaces, context management, memory, and multi-step or multi-agent orchestration
- Digging into traces and experiment results to find bottlenecks, and telling real improvements apart from benchmark noise
- Working with customers and domain experts to understand what they need, then shipping and maintaining fixes from start to finish (within about 3 months)
- Turning successful experiments into well-built, maintainable production software
Qualifications
- Strong software engineering skills, particularly in Python and TypeScript.
- Familiarity with modern language models, agent systems, and common ML workflows.
- Strong communication skills, customer judgment, and the ability to identify the crux of ambiguous technical problems.
- Self-directed and ambitious, with strong ownership, creativity, and product judgment.
- Strong commitment to customer and business outcomes.
- Experience with LLM agents, orchestration, tools, memory, tracing, ML inference, and transformer architectures
- Ability to interface directly with customers to understand requirements and deliver technical solutions
- 3 - 15 years of experience as a software engineer with work on large-scale agent systems
- Experience at a rigorous tech company (Applied Intuition, Palantir, Tesla, etc.) or AI startup (Fireworks, Harvey, Y Combinator companies, etc.)
Nice to Haves
- Interest in EDA, RTL, or hardware-software systems.
- Experience or interest in electronic design automation (EDA), semiconductor domains, RTL, or hardware-software systems
Education
- Bachelor's in CS, EE, or similar degree from a top university
$388k
...looking for a hands-on senior engineer to build the frameworks... ...platform, model performance, evaluation, and vendor integration surfaces... ...scoring, feature pipelines, and agent orchestration, so teams can... ...you will need:Experience in software, AI/ML, or platform engineering...SuggestedHourly payFull timeImmediate startFlexible hours$388k
...core platform primitives - agent framework, tool/skill registry... ...retrieval infrastructure, evaluation harness - that other domain teams use... ..., or SDKs consumed by other engineering teams - not just point solutions... ...are not a fit here.Strong software engineering fundamentals -...SuggestedHourly payFull timeImmediate startFlexible hours$224k - $356.5k
...Autonomous agents now do real work across NVIDIA, and every piece underneath them keeps changing: models, harnesses, tools, skills, and plugins. Evaluation is how a team knows whether a change made an agent... ...'re looking for a principal engineer to set evaluation strategy at...Suggested$184k - $287.5k
...Autonomous Vehicles.We are looking for an experienced engineer to join our Planning and Control team to work on metrics and evaluation. In this role you will enable rapid planner... ..., and evaluation of our Autonomous Vehicle software.Build compelling, data driven evaluation...SuggestedFull timeRemote work$237.6k - $401.7k
...Software Engineer Manager: Agentic Evaluation Platform Cupertino, California, United States Machine Learning and... ...platforms and service, and AI agents to steer, validate, and judge evaluation... ...orchestration, and evaluation harnesses that let us evaluate Siri reliably...SuggestedRelocation$150.4k - $277.6k
...AIML - Sr Software Engineer - AI, Evaluation Cupertino, California, United States Machine Learning and AI Do you want to help build the next... ...recurring needs into product. Set the bar for using AI coding agents without compromising quality. Customer-oriented:...Relocation$150.4k - $277.6k
...AIML - Sr OS Software Engineer, Evaluation Cupertino, California, United States Software and Services For the engineer that obsesses on how software can enable OS developers to evaluate and improve their features, there is no better place than Apple’s Experimentation...Work experience placementRelocation$162k - $260k
...looking forWe’re searching for a Senior Software Engineer, ML Evaluation & Introspection Infrastructure to... ...owns whole systems, and we work agent-first: our tools are built for AI agents... ...evaluation infrastructure: eval harnesses, golden datasets, regression detection...Work at officeLocal area3 days per week$144.7k - $221.4k
...About the Organization The Evaluation team builds and evolves the... ...into clear feedback for engineering and leadership, and help accelerate... ...autonomous driving software performance atinterfaces across... ...through technology, ingenuity and harnessing the creativity of our...Full timeWork at officeLocal areaWork from homeRelocationRelocation packageFlexible hours$250k - $350k
...Overview We are hiring Software Engineers to improve the performance,... ...reliability, and efficiency of AI agents for hardware applications.... ...modes, design and run evaluations, develop new agent capabilities... ...building production agent harnesses, including tool execution,...$218.4k - $387.6k
...Senior AI Software Engineer - Creative AI Agents - TikTok Location: San Jose Employment Type: Regular Job Code: A221395 Share... ...maintenance; across data collection, context engineering, evaluation, and product integration. Lead the research and...Temporary workLocal area$218.4k
...Senior Software Engineer - Data Agent & Agentic Search Location: San Jose Team: Technology Employment Type: Regular Job Code... ...with tool calling, MCP, Skills, memory, planning, or agent evaluation. ~ Experience with semantic layers, knowledge graphs,...Temporary workInternshipLocal area$161.3k - $274.2k
...automation with Moveworks’ Reasoning Engine and natural language... ...DescriptionThe RoleMoveworks' AI agents don't just generate text —... ...judgement layer of our agent evaluation platform: the rubrics, the judges... ...floor and an SLO for the harness itselfGetting to self-serve,...Contract workWork at officeRemote workFlexible hours$184.7k - $277.6k
...AI Evaluations Engineer, US Decision Intelligence Cupertino, California,... ...trace at every layer, from agent responses breakdown, to skill... ...agent-as-a-judge, including harness-as-a-judge patterns applied... ...fields such as AI engineering, software development, ML engineering,...Contract workWork experience placementRelocation$254.4k
...@2026 TikTok Algorithm Senior Research Scientist/Software Engineer, LLM/Agent Platform (TikTok-Content Ecology AI Innovation & Platform... ...and development cycles. Build robust observability and evaluation frameworks to ensure the reproducibility, reliability, and...Temporary workLocal area- ...Machine Learning Ark team combines system engineering and machine learning to develop and... ...engineering, model alignment, and intelligent agent systems. Beyond model serving, we... ...date clearly in your resume. Design evaluation systems for LLM-based agents, covering task...Internship
$155k - $185k
The OpportunityWe are looking for a Senior AI Agent & LLM Engineer who combines strong software engineering capabilities with a deep focus on AI quality.... ...and AI Chat, spanning user-facing agent experiences, evaluation systems, and the shared platform required to operate...Permanent employment$152k - $241.5k
...systems. Our team combines simulation and agentic engineering to understand emerging architectures and inform hardware and software decisions.What you'll be doing:Building and... ..., LPU, and heterogeneous systems.Developing agents to automate simulation workflows, analyze...Full time- ServiceNow is seeking an experienced engineer to own the evaluation framework for AI agents within Moveworks. You will design rubrics and judges, orchestrate large-scale multi-turn scenarios, and build stateful simulators that enable reliable, reusable evals across enterprise...
$175k - $287k
...needs of the team. LinkedIn’s Core AI is building the Evaluation Operating System (EOS), a foundational Agent Evaluation platform that defines how all AI agents... ...for all LinkedIn AI Agents. As a Staff Engineer, you will own the end-to-end technical vision, architecture...For contractorsWork experience placementWork at officeFlexible hours$224k - $356.5k
Join the new Agentic Engineering team, within the Deep Learning Framework Group, at... ...will evolve as these teams integrate agents into production, so you will iterate... ...programming techniquesExperience building evaluation or testing harnesses, especially for ML systems or multi-...Full timeWork experience placement- Role OverviewSupport the Search Engineering team by managing... ...findings, classify severity, and evaluate exception requests against security... ...Construct minimal test environments/harnesses to validate reported findings... ...by automated remediation agents, executing tests and...
$136.8k - $282.7k
...of the Roku Products Engineering team, you will design and develop embedded software systems that enable us... ..., we work with it. AI agents and smart tools help power... ...toolchain - coding harnesses like Claude Code or Cursor... ...cyclesCritically evaluating AI-generated code for...Work at officeLocal areaRemote workMonday to ThursdayFlexible hoursShift work$104.5k - $234.6k
...platform offerings. We are seeking a Software Developer 3 to help build and... ...role, you will work with experienced engineers, product managers, applied scientists... ...training, model-serving systems, RAG, evaluation harnesses, AI agents, MCP, or enterprise AI integrations....Temporary workFlexible hours$174k - $252k
...latency C++ and Python software pipelines for robotic... ...execution.Build agentic harnesses that translate natural... ...LLM-based autonomous agent planning.Experience... ...testbeds.Google's software engineers develop the next-... ...everyday physical world. But evaluating how smart glasses...$167.7k - $245.2k
...security — partnering across engineering, security, compliance, and... ...leader.As a Senior Software Engineer in Application Reliability... ...will build LangGraph-based agents for automated diagnostics,... ...dashboards for observability, and evaluation harnesses for agent quality - all...Full timeTemporary workLocal areaFlexible hours$184k - $287.5k
...looking for an experienced Software Engineer to develop our core libraries... ...the next generation of agents? Have you ever dreamed of elevating... ...and optimize agent harnesses and frameworks ensuring top... ...and agent quality—backed by evaluations, benchmarking, and feedback...Full timeRemote work$143.2k - $243.4k
...privilege across applications, data, cloud environments, and AI agents. For engineers joining Veza today, this means the scale and resources of... ...the Team We are looking for a passionate Senior Software Engineer, Backend who will play a key role in designing, developing...Work at officeRemote workFlexible hours$190.9k - $334.1k
...DescriptionIt all started when engineer Fred Luddy wrote code that... ...Deployed Engineer, Voice AI Agent Engineering designs, builds,... ...behavior, proving through automated evaluation that the result behaves... ...is distinct from traditional software engineering, where systems follow...Work at officeLocal areaImmediate startRemote workFlexible hours$135k - $185k
...work as an excellent engineer to join our advertising... ...advertising expert systems (AI Agents) that run a closed... ..., and offline/online evaluation that keep optimization... ...environments.Strong software-engineering... ...ecosystems).Hands-on with harness engineering, structured...Full timeWork experience placementLocal areaWork from home
Do you want to receive more vacancies?
Subscribe and receive similar vacancies to Software Engineer, Agent Harness & Evaluation. Be the first to apply!
- software engineer amazon San Jose, CA
- information technology software engineer San Jose, CA
- federal - software developer San Jose, CA
- graduate software developer San Jose, CA
- rust software engineer San Jose, CA
- software engineer remote San Jose, CA
- junior software developer internship San Jose, CA
- remote entry level software developer San Jose, CA
- intermediate software engineer San Jose, CA
- software engineer contract San Jose, CA



