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llms, coding evaluation, ai evaluation, ml systems
Job Title: Member of Technical Staff, Coding Research Job Type: Full-time Location: Remote The Role We are seeking a Member of Technical Staff to help advance the evaluation and development of frontier coding agents. Sitting at the intersection of AI research, software engineering, and model evaluation, you will design the benchmarks, methodologies, and data systems that shape how next-generation coding models are measured and improved. What You'll Do - Design and own evaluation frameworks for coding agents, including benchmark specifications, scoring methodologies, rubrics, and quality standards. - Lead end-to-end research initiatives focused on measuring and improving coding model performance across diverse software engineering tasks. - Develop high-quality datasets, golden examples, and evaluation protocols that enable reliable assessment of frontier coding systems. - Analyze model behavior and failure modes, identifying systematic weaknesses and translating findings into…
Role Title: Research Engineer - Code Generation & Model Evaluation Role Type: Contractor Location: Remote micro1 is engaging Research Engineers to participate in a project focused on code generation and model evaluation for a customer's initiative. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work - Analyze, debug, and resolve issues across diverse codebases written in Python3, Java, Rust, C++, Go, or TypeScript. - Contribute to the design and implementation of new features and enhancements for code generation workflows. - Refactor and optimize codebases to improve performance, maintainability, and adaptability. - Develop and review real-world coding tasks to evaluate AI model performance and accuracy. - Author clear, actionable feedback and annotations to…
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# **Overview** We're looking for professionals with hands-on, real-world experience in specialized applications. ## Application Expertise and Access You must already have **Android Studio** installed/available on your own **Mac running macOS**, and be able to open it today. **We do not provide software licenses, virtual machines, or hardware.** **Developer Tools & Virtualization** \- Android Studio — on macOS \--- ### About These Applications **Android Studio** | Android application development environment | Android and mobile developers (Kotlin, Java) | ## **Technology Requirement** Must be able to capture screenshots with more than 2.5 megapixels. Satisfy this in **either** of two ways. **Option A — a single high monitor.** Any of these aspect ratios, at or above the resolution shown: 4:3 | 1826 × 1370 | 2048×1536 16:9 | 2109 × 1186 | 2560×1440 (QHD) · 3840×2160 (4K) · 5120×2880 (5K) 16:10 | 2000 × 1250 | 2240×1400 · 2560×1600 · 2880×1800 3:2 | 1937 × 1291 | 2160×1440 · 2256×1504 ·…
Job Title: Software Engineer, Data Platforms Job Type: Full-time Location : Remote The Role This is an AI-native fullstack engineering role building micro1's human data platforms. You'll own features end-to-end, from backend services and data pipelines to the frontends our experts use every day. The role sits between traditional fullstack and research engineering. Coding agents are your primary development workflow, and you'll work closely with research engineers, operations, and product to turn requirements into reliable production systems. What You'll Own - Design and ship fullstack features across backend APIs, data pipelines, and React frontends. - Own client-facing data delivery and platform infrastructure, including exports, access control, and reliability. - Scope work around outcomes, direct coding agents—often in parallel—review changes at the architecture level, and iterate until shipped. - Build and maintain services in Python (FastAPI) and TypeScript. - Contribute to data…
Remote work is listed. Country eligibility unconfirmed; remote does not mean worldwide eligibility. Also check micro1 country restrictions.
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electron js, typescript, node js, cross platform apps
Job Title: Software Engineer (Electron.js) Job Type: Full-time Location: Remote The Role We’re building high-fidelity productivity infrastructure for a globally distributed workforce—software that operates quietly, reliably, and intelligently in the background. As a Software Engineer focused on desktop systems, you’ll help design and scale a cross-platform time intelligence application (MacOS + Windows) used daily by thousands of professionals. What You’ll Work On - Architect and evolve a cross-platform desktop agent using Electron.js, optimized for performance and minimal resource footprint. - Build real-time timekeeping systems with precise event tracking and background execution. - Design and implement system-level signal collection (keyboard, mouse, app usage) with strong privacy and efficiency guarantees. - Develop offline-first data pipelines with reliable background sync and conflict resolution. - Integrate with distributed backend services and internal APIs to enable…
Remote work is not confirmed. Country eligibility unconfirmed; remote does not mean worldwide eligibility. Also check micro1 country restrictions.
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js ts, ai native engineering, end to end product ownership, backend architecture scalability
Job Title: Software Engineer, Internal Platforms Job Type: Full-time Location : Remote The Role This is a high-ownership fullstack role where you’ll contribute to — and grow into owning — core internal platform systems end-to-end. You’ll primarily work on building and improving the internal tools, services, and workflows that power our operations, products, and AI-driven infrastructure at scale. What You’ll Own - Contribute to the design and development of end-to-end fullstack systems powering critical internal workflows and platform capabilities. - Build clean, scalable backend services and APIs with clear contracts and ownership. - Develop high-quality, performant frontend interfaces used by internal teams and stakeholders. - Participate in data modeling and database performance optimization (schema design, query tuning, maintainability). - Collaborate closely with product, operations, and design teams to translate ambiguous requirements into scalable systems. - Improve platform…
Role Title: Senior Software Engineer Role Type : Contractor (~15 hrs a week) Location: Remote micro1 is selecting expert Senior Software Engineers to support a customer’s innovative project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. As an expert you will be creating Reinforcement Learning Environments which test and AI model's ability to solve complex software engineering problems related to fixing code, creating features, refactoring code and optimizing performance. You will be tasked with creating a reproducible environment and golden reference solution for the problem. Scope of Work - Contribute expert-level code samples, debugging strategies, and development insights in Python3, Java, Rust, Go, C++, or TypeScript. - Analyze, troubleshoot, and resolve complex…
Remote work is listed. Country eligibility unconfirmed; remote does not mean worldwide eligibility.
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We are running a paid interview study evaluating how developers handle application features and vulnerability verification. We need full-stack engineers with a strong cybersecurity background to discuss their CI/CD pipelines and security practices.
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We are conducting a paid study on application feature development and vulnerability verification. We need experienced full-stack engineers to discuss their workflow for securing CI/CD pipelines and managing threats.
Remote work is listed. Country eligibility unconfirmed; remote does not mean worldwide eligibility. Also check micro1 country restrictions.
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c#, net, mysql
Job Title: Backend C#/.NET Developer Job Type: Contract Location: Remote Job Summary: In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Key Responsibilities: - Design, develop, and maintain robust backend services and APIs using C# and .NET frameworks. - Collaborate with cross-functional teams to define technical requirements and deliver scalable solutions. - Ensure high standards of code quality, reliability, and security in all backend implementations. - Optimize existing backend processes for performance, scalability, and maintainability. - Troubleshoot, debug, and resolve backend issues efficiently in production and staging environments. - Document technical specifications and backend architecture clearly for team collaboration. - Contribute to the continuous improvement…
Remote work is listed. Eligible countries: United States. All listed country and residence restrictions must be satisfied. Also check mercor country restrictions.
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Evaluate the quality and correctness of AI-assisted software-development traces used to train and evaluate a frontier AI lab's models. You'll assess end-to-end coding sessions produced with AI-assisted developer tools — judging correctness, workflow soundness, and reasoning — and provide clear, rubric-based written feedback. Basic Qualifications • 3+ years professional software development • Hands-on experience with AI-assisted coding tools and agentic / spec-driven workflows (Cursor, GitHub Copilot, Claude Code, or similar) • Strong code-reading and debugging skills across full-stack or backend systems • Ability to evaluate multi-step coding trajectories for correctness and best practice Preferred Qualifications • Experience with Kiro or Amazon CodeCatalyst • Prior work evaluating or grading AI-generated code • Contributions to developer tooling
Remote work is listed. Eligible countries: United States. All listed country and residence restrictions must be satisfied. Also check mercor country restrictions.
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Evaluate the quality, correctness, and reproducibility of software-engineering benchmark tasks used to train and evaluate a frontier AI lab's models. You'll assess repository-level tasks, reference patches, test harnesses, and grading integrity — and provide clear, rubric-based written feedback. Basic Qualifications • 3+ years professional software engineering • Real open-source contribution or maintainer experience (merged PRs, committer / maintainer roles) • Strong ability to audit reference patches, test runners, and Docker isolation, and to detect answer leakage / reward hacking • Fluency across common ecosystems (Python and at least one of Java / Go / TypeScript / C++) Preferred Qualifications • Familiarity with SWE-Bench (Verified) or similar repository benchmarks • Maintainer history on major Python OSS (Django, Flask, scikit-learn, sympy, pytest, etc.) • Prior code-review or task-grading experience
Remote work is listed. Eligible countries: United States. All listed country and residence restrictions must be satisfied. Also check mercor country restrictions.
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Evaluate the quality, correctness, and cloud-architecture soundness of AWS serverless and infrastructure-as-code tasks used to train and evaluate a frontier AI lab's models. You'll assess multi-service serverless designs, IaC fidelity, and cross-service integration correctness — and provide clear, rubric-based written feedback. Basic Qualifications • 3+ years hands-on experience building multi-service AWS serverless applications (Lambda, API Gateway, DynamoDB/Streams, S3, EventBridge, SNS/SQS, Step Functions) • Strong experience with infrastructure-as-code (AWS CDK, CloudFormation, or SAM) • Demonstrated ability to assess event-driven architecture correctness, IAM/permission boundaries, and failure/retry semantics • Familiarity with local emulation/testing fidelity (e.g., LocalStack) versus real AWS behavior Preferred Qualifications • AWS certifications (Solutions Architect / Developer) • Experience with observability and cost-optimization for serverless workloads • Prior code-review…
Remote work is listed. Eligible countries: United States. All listed country and residence restrictions must be satisfied. Also check mercor country restrictions.
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Evaluate the quality, correctness, and production-readiness of Kubernetes tasks used to train and evaluate a frontier AI lab's models. You'll assess cluster-operations scenarios, manifest correctness, and failure-mode troubleshooting — and provide clear, rubric-based written feedback. Basic Qualifications • 3+ years hands-on production Kubernetes experience (EKS/GKE/AKS or self-managed) • Deep understanding of cluster internals: CNI/DNS/ingress, PV/PVC storage, RBAC, and failure modes (CrashLoopBackOff, OOMKilled, scheduling/eviction) • Experience authoring and reviewing manifests / Helm charts and debugging live cluster incidents • Proficiency in Go, Python, or TypeScript Preferred Qualifications • CKA / CKAD certification • Service-mesh, autoscaling, and observability experience (Istio, HPA, Prometheus/Grafana) • Prior SRE / platform-engineering or task-grading experience
Remote work is listed. Country eligibility unconfirmed; remote does not mean worldwide eligibility. Also check micro1 country restrictions.
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system design, code review, debugging, algorithms, data structures, software architecture
Role Title: Senior Software Engineer Role Type: Contractor Location: Remote About the Role micro1 is partnering with a leading AI lab to hire senior software engineers from top companies. You'll evaluate AI-generated code, create challenging engineering problems, and help push model performance on real-world software tasks. Scope of Work - Evaluate AI-generated code for correctness, quality, and design - Write challenging coding problems, reference solutions, and test cases - Review model reasoning on architecture, debugging, and system design - Provide detailed technical feedback to improve model performance Preferred Qualifications - At least one year of experience as a software engineer at a top technology company, with at least part of this experience within the past 7 years - Undergraduate degree from a top-ranked university. - Based in an English-speaking country - Ability to explain technical decisions clearly in writing
Remote work is listed. Country eligibility unconfirmed; remote does not mean worldwide eligibility.
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<p>AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring cloud engineers as contractors to author and grade the infrastructure and automation scenarios those evaluations run on.</p> <h3>What you'll actually do</h3> <ul><li>Author realistic cloud scenarios, from architecture design through incident response</li><li>Write reference answers with the architectural reasoning behind each decision</li><li>Grade model output for correctness, security, and cost efficiency</li><li>Flag configurations that read plausible but would fail or overspend in production</li></ul> <h3>Who this is for</h3> <ul><li>Engineers with at least 2 years of cloud engineering on AWS, Azure, or GCP</li><li>Practitioners with hands on infrastructure as code experience such as Terraform or CloudFormation</li><li>Engineers with depth in at least one area such as networking, containers, serverless, or cost optimization</li><li>Clear writers who can…
Remote work is listed. Country eligibility unconfirmed; remote does not mean worldwide eligibility.
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<p>AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring information security analysts as contractors to author and grade the detection and incident response scenarios those evaluations run on.</p> <h3>What you'll actually do</h3> <ul><li>Author realistic security scenarios, from alert triage through incident response and remediation</li><li>Write reference answers with the investigative reasoning behind each decision</li><li>Grade model output for technical accuracy and operational soundness</li><li>Flag guidance that reads plausible but would weaken security posture</li></ul> <h3>Who this is for</h3> <ul><li>Analysts with at least 2 years in security operations, incident response, or vulnerability management</li><li>Practitioners with hands on experience across tooling such as SIEM, EDR, and vulnerability scanners</li><li>Analysts with depth in at least one area such as detection engineering, threat hunting, or…
Remote work is listed. Country eligibility unconfirmed; remote does not mean worldwide eligibility.
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<p>AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring IT support specialists as contractors to author and grade the troubleshooting scenarios those evaluations run on.</p> <h3>What you'll actually do</h3> <ul><li>Author realistic IT support scenarios, from first contact through diagnosis and resolution</li><li>Write reference answers with the diagnostic reasoning behind each step</li><li>Grade model output for technical accuracy and user safety</li><li>Flag advice that reads plausible but would make the problem worse</li></ul> <h3>Who this is for</h3> <ul><li>Specialists with at least 2 years in IT support, help desk, or system administration</li><li>Practitioners with hands on experience in enterprise environments such as Active Directory, Microsoft 365, or MDM tools</li><li>Troubleshooters with depth across hardware, software, and networking issues</li><li>Clear writers who can document the reasoning behind a…
Remote work is listed. Country eligibility unconfirmed; remote does not mean worldwide eligibility.
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<p>AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring network engineers as contractors to author and grade the routing, switching, and troubleshooting scenarios those evaluations run on.</p> <h3>What you'll actually do</h3> <ul><li>Author realistic network scenarios, from design questions through outage troubleshooting</li><li>Write reference answers with the design and troubleshooting reasoning behind each decision</li><li>Grade model output for protocol accuracy and operational soundness</li><li>Flag configurations that read plausible but would break production networks</li></ul> <h3>Who this is for</h3> <ul><li>Engineers with at least 2 years of network engineering or administration experience</li><li>Practitioners with hands on routing, switching, and firewall experience in production</li><li>Engineers with depth in protocols such as BGP, OSPF, VLANs, and VPNs</li><li>Clear writers who can document the…
Remote work is listed. Eligible countries: United States. All listed country and residence restrictions must be satisfied. Also check mercor country restrictions.
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Evaluate the quality, correctness, and hardware-appropriateness of Neuron Kernel Interface (NKI) development tasks used to train and evaluate a frontier AI lab's models. You'll assess CUDA→NKI migration fidelity, Trainium-specific performance-optimization quality, and cross-platform numerical-correctness standards — and provide clear, rubric-based written feedback. Basic Qualifications • 2+ years of hands-on experience developing or optimizing kernels using the Neuron Kernel Interface (NKI) targeting AWS Trainium/Inferentia2 hardware • Strong understanding of NKI-specific development patterns: tile-based computation, SBUF/PSUM/HBM memory-hierarchy management, partition-dimension constraints, and DMA orchestration • Demonstrated experience assessing CUDA→NKI migration quality • Familiarity with Trainium-specific performance profiling (NeuronCore pipeline utilization, tensor-engine throughput, memory-bandwidth bottlenecks) • Experience defining or evaluating cross-platform…