{
"note": "Random sample of 100 labeled sentences (seed 2026). label = model pass against labeling-instructions.md (after overrides.json); second_pass = an independent re-judgement of the same sentence with the same instructions. 98 of 100 agree; both disagreements sit on the boundary between usage_expected and a non-usage label.",
"agree": 98,
"items": [
{
"sid": 488,
"company": "block",
"heading": "You Have",
"sentence": "Proficiency with AI-native development workflows.",
"label": "usage_required",
"second_pass": "usage_required",
"agree": true
},
{
"sid": 1309,
"company": "mollie",
"heading": "As an ML Platform Engineer, you will",
"sentence": "Assist in extending, developing, and hosting custom and open-source AI tooling ; enabling teams to rapidly build and deploy AI-powered solutions.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 2059,
"company": "snowflake",
"heading": "What You Will Do",
"sentence": "Apply AI-assisted workflows where they increase engineering leverage, speed, or quality without compromising judgment.",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 2097,
"company": "snowflake",
"heading": "Requirements",
"sentence": "Experience using AI-native engineering approaches to accelerate software development, experimentation, debugging, optimization, or system adaptation is a strong plus.",
"label": "usage_preferred",
"second_pass": "usage_preferred",
"agree": true
},
{
"sid": 421,
"company": "asana",
"heading": "What you’ll achieve",
"sentence": "Design and build AI-augmented workflows and systems that help coding agents understand the codebase, follow engineering practices, and enable Asana engineers to complete software development tasks faster and with more confidence.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 915,
"company": "gemini",
"heading": "Responsibilities",
"sentence": "Design and build the pre-login experience — websites, landing pages, and marketing surfaces — for Gemini's GTM launch initiatives, partnering directly with design and engineering",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 2280,
"company": "waymo",
"heading": "You will",
"sentence": "Define and document new policies, guidelines, and Standard Operating Procedures (SOPs) that integrate AI tools and insights into daily vendor workflows.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 1723,
"company": "paxos",
"heading": "Required",
"sentence": "Active, responsible use of AI tools in your engineering workflow, paired with strong validation and independent technical judgment.",
"label": "usage_required",
"second_pass": "usage_required",
"agree": true
},
{
"sid": 2244,
"company": "vercel",
"heading": "What you will do",
"sentence": "Own the v0 threat model: Understand and continuously refine how v0 generates, executes, and deploys code, including sandbox/runtime isolation, permission boundaries between agent actions and user intent, and defenses against prompt injection and tool-use abuse.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 2011,
"company": "smartsheet",
"heading": "You Will",
"sentence": "Collaborate Across Teams: Partner with the Integration & Application Engineering Teams to consume the REST APIs they build, transforming them into user-facing AI tools.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1807,
"company": "planetscale",
"heading": "Solid fundamentals in at least one of TypeScript, Ruby, or Go",
"sentence": "Comfortable building with AI coding tools and LLM APIs.",
"label": "usage_required",
"second_pass": "usage_required",
"agree": true
},
{
"sid": 983,
"company": "gitlab",
"heading": "An overview of this role",
"sentence": "The Trusted Agentic Development team sits within GitLab's Developer Experience group and builds the platforms our engineers rely on every day.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 11,
"company": "1password",
"heading": "What we're looking for",
"sentence": "Brings the expertise needed to validate, review, and safely apply AI-assisted work in production systems.",
"label": "usage_required",
"second_pass": "usage_required",
"agree": true
},
{
"sid": 331,
"company": "anthropic",
"heading": "Key responsibilities",
"sentence": "Establish shared AI-assisted development standards for the team, converting existing individual usage into consistent practice that holds up under review",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 454,
"company": "baseten",
"heading": "REQUIREMENTS",
"sentence": "3+ years of experience in AI/automation engineering, workflow automation, or a technical operations role, ideally at a high-growth, AI-native infrastructure or B2B company",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 1177,
"company": "justworks",
"heading": "What You Will Work On",
"sentence": "Evaluate and assess AI tools and play a critical role in AI system management and governance",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 402,
"company": "anyscale",
"heading": "Focus on stability and fault tolerance at high scale",
"sentence": "Working with customers and new age AI native companies in scaling their AI workloads.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 1842,
"company": "reddit",
"heading": "About the Role",
"sentence": "As AI-assisted development accelerates code velocity faster than manual review can absorb, this role exists to close that gap structurally — through guardrails, automation, and platform-level prevention that scale with the engineering org.",
"label": "usage_expected",
"second_pass": "context",
"agree": false
},
{
"sid": 48,
"company": "affirm",
"heading": "About You",
"sentence": "Demonstrates curiosity about AI tools and emerging technologies, with a willingness to learn and leverage them to enhance productivity, collaboration, or decision-making.",
"label": "usage_required",
"second_pass": "usage_required",
"agree": true
},
{
"sid": 2009,
"company": "smartsheet",
"heading": "You Will",
"sentence": "Architect AI Agents: Take a leading role in designing Agentic Workflows using AWS Step Functions and Bedrock Agents that reason through multi-step business problems.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1288,
"company": "lyft",
"heading": "Responsibilities",
"sentence": "Drive the responsible adoption of AI development tools across engineering teams - modeling effective use, establishing best practices, and mentoring engineers to improve productivity without compromising code quality or security.",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 862,
"company": "fivetran",
"heading": "Technologies You’ll Use",
"sentence": "Google Gemini, Anthropic Claude, Claude Code, ChatGPT, OpenAI Codex, GitHub Copilot",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 1628,
"company": "openai",
"heading": "About the Role",
"sentence": "In this role, you'll own features end-to-end across both frontend and backend systems, building the experiences that enable users to generate, edit, organize, and interact with images inside ChatGPT.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 1031,
"company": "grafanalabs",
"heading": "Compensation & Rewards",
"sentence": "*Grafana Labs may utilize AI tools in its recruitment process to assist in matching information provided in CVs to job postings.",
"label": "hiring_policy",
"second_pass": "hiring_policy",
"agree": true
},
{
"sid": 1425,
"company": "okta",
"heading": "Nice to Haves",
"sentence": "Interest in AI-assisted developer tooling or automation.",
"label": "usage_preferred",
"second_pass": "usage_preferred",
"agree": true
},
{
"sid": 1461,
"company": "openai",
"heading": "In this role, you will",
"sentence": "Deploy these search methodologies into production in both the API and ChatGPT to be used by millions of end users.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1542,
"company": "openai",
"heading": "In this role, you will",
"sentence": "Help shape real-world deployments and launches by working directly with customers, the Forward Deployed team, and the Go To Market team (GTM) to roll Codex out across teams, using live usage and operational signals to rapidly iterate and turn messy, real-world feedback into scalable product, platform, and ecosystem improvements.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 2104,
"company": "spacex",
"heading": "RESPONSIBILITIES",
"sentence": "Lead adoption efforts at scale — establishing standards, mentoring senior engineers, building reusable assets, and driving cultural change toward AI-first workflows",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 313,
"company": "anthropic",
"heading": "About the role",
"sentence": "The organizations that could benefit most from Claude often have the most demanding needs, with rigorous requirements around end-user experience, procurement, security, and permissions.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 1395,
"company": "nubank",
"heading": "About the role",
"sentence": "Purple Journey is Nubank’s AI-first platform for performance, talent and learning.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 368,
"company": "anthropic",
"heading": "What you'll do",
"sentence": "You'll work alongside product, design, research, and forward-deployed engineers to understand what these industries need from Claude, and build the capabilities, integrations, and workflows that let them adopt Claude safely and at scale.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 2284,
"company": "waymo",
"heading": "You will",
"sentence": "Mentor engineers within DUE Experience on agentic development patterns, and prompt engineering",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 2204,
"company": "twilio",
"heading": "Knowledge in Kubernetes",
"sentence": "Experience with Claude AI or similar.",
"label": "usage_required",
"second_pass": "usage_required",
"agree": true
},
{
"sid": 1197,
"company": "knock",
"heading": "A note on AI at Knock",
"sentence": "We’re a team that has fully embraced AI tools to help us in our day-to-day.",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 1179,
"company": "justworks",
"heading": "Go, Ruby on Rails, Javascript",
"sentence": "AI frameworks like Langchain/LangGraph, AI hosting platforms, AI coding assistants (both open source and commercial) and emerging protocol standards like MCP and Agent-to-Agent Protocol.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1874,
"company": "rho",
"heading": "Responsibilities",
"sentence": "Apply strong software engineering practices (clean code, testing, version control, CI/CD) to data products and ML systems, treating them with the same rigor as production software, while moving fast in AI-first world",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 578,
"company": "cloudflare",
"heading": "About the role",
"sentence": "Many of our products also incorporate strong AI components, giving you opportunities to build sophisticated, AI-ready data layers and work with modern AI infrastructure and tools such as vector databases, MCP-based services, and Workers AI.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1266,
"company": "lovable",
"heading": "What you'll do",
"sentence": "Partner with Platform, SRE, and the Lovable Apps Platform team to make the secure path the easy path.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 102,
"company": "amplitude",
"heading": "Bias toward action and iterative learning — you ship, test, and adapt",
"sentence": "Use AI tools (like Cursor, ChatGPT or Claude) to accelerate, not replace, your workflow",
"label": "usage_required",
"second_pass": "usage_required",
"agree": true
},
{
"sid": 1511,
"company": "openai",
"heading": "About the Role",
"sentence": "This may include systems that let customers manage encryption keys, control which Codex capabilities are enabled, enforce organizational policies, and understand how data flows through Codex.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1490,
"company": "openai",
"heading": "About the Team",
"sentence": "We deploy our models through ChatGPT, our APIs, and other cutting-edge products.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 1889,
"company": "robinhood",
"heading": "What You'll Do",
"sentence": "AI & Agentic Access Governance: Develop secure access patterns, identity frameworks, governance, and observability guardrails for AI agents, LLM applications, and Model Context Protocol (MCP) systems.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1730,
"company": "perplexity",
"heading": "",
"sentence": "You’ll take systems from design through production operation and use AI-native tools where they meaningfully improve engineering and operational workflows",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 372,
"company": "anthropic",
"heading": "You might be a good fit if you",
"sentence": "Are familiar with using AI tools as part of the software development process",
"label": "usage_required",
"second_pass": "usage_required",
"agree": true
},
{
"sid": 1634,
"company": "openai",
"heading": "About the Team",
"sentence": "The team is also responsible for developer-facing Codex experiences including the Codex IDE Extension and the terminal interface, which are used daily by developers ranging from individual open-source contributors to some of the world’s largest engineering organizations.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 2272,
"company": "waymo",
"heading": "You will",
"sentence": "Develop and train state-of-the-art computer vision / multimodal models (e.g., Gemini) to extract the rich semantic information (e.g., object attributes, scene properties, interaction dynamics) required by the AI agent.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 2042,
"company": "snowflake",
"heading": "In this role, you will",
"sentence": "Build core product capabilities for AI-native dashboards and analytics experiences using JavaScript (React), Go, Java.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 477,
"company": "block",
"heading": "You Will",
"sentence": "Validate your work before calling it done, using code review, tests, small experiments, or usage signals, including for AI-assisted changes.",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 1743,
"company": "perplexity",
"heading": "About the Role",
"sentence": "The ideal candidate will possess sound technical judgment forged in the trenches of internet-scale companies, paired with voracious use of today’s most advanced AI tools/models and a capacious imagination to rethink how work gets done in the leading companies of tomorrow.",
"label": "usage_required",
"second_pass": "usage_required",
"agree": true
},
{
"sid": 2075,
"company": "snowflake",
"heading": "",
"sentence": "We are taking coding agents from impressive demos to tools Data Science and Engineering teams depend on every day, and we hold them to a rigorous, public bar.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 2012,
"company": "smartsheet",
"heading": "You Will",
"sentence": "Mentor & Elevate: Mentor junior/mid-level engineers on AI prompt engineering, MCP server development, and UiPath best practices",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1631,
"company": "openai",
"heading": "About the Role",
"sentence": "In this role, you will be responsible for designing and implementing infrastructure and features end-to-end for the Codex desktop client application.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 2149,
"company": "toast",
"heading": "How Toast Uses AI in its Hiring Process",
"sentence": "We use AI tools to support our recruiters and interviewers with tasks like note-taking, summarization, and documentation of interviews to ensure they can be fully focused on your conversation.",
"label": "hiring_policy",
"second_pass": "hiring_policy",
"agree": true
},
{
"sid": 1060,
"company": "gusto",
"heading": "Here’s what we're looking for",
"sentence": "Familiar with AI-assisted development workflows.",
"label": "usage_required",
"second_pass": "usage_required",
"agree": true
},
{
"sid": 1721,
"company": "palantir",
"heading": "Technologies We Use",
"sentence": "• Industry-standard tooling, including Gradle and GitHub, and agentic tools like Windsurf & Cline",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 2311,
"company": "zilliz",
"heading": "What you will do",
"sentence": "Iterate on AI developer tooling, bringing AI into the engineering workflow to improve team velocity and system observability",
"label": "usage_expected",
"second_pass": "building_ai",
"agree": false
},
{
"sid": 1963,
"company": "sanity",
"heading": "What you will do",
"sentence": "Build a Sanity MCP app – create rich React interfaces on top of the MCP protocol for platforms like ChatGPT (using the new ChatGPT Apps SDK ) and Claude.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 2102,
"company": "spacex",
"heading": "Bachelor’s degree in a technical, analytical, or business-related field",
"sentence": "1+ years of hands-on experience building workflow automation, system integrations, or AI-powered tools in a commercial environment",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 2122,
"company": "strava",
"heading": "What You'll Bring to the Team",
"sentence": "Hands-on experience building with large language models in production: agentic workflows, prompt and context engineering, RAG architectures, embedding pipelines, fine-tuning workflows, or LLM evaluation frameworks and tools like Langchain .",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 104,
"company": "anthropic",
"heading": "Key responsibilities",
"sentence": "Act as the primary technical advisor for prospective customers across Japan evaluating Claude.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 920,
"company": "gemini",
"heading": "The Role: Principal Software Engineer (Product)",
"sentence": "We treat AI-assisted development and automation as first-class — an agentic SDLC pipeline where agents plan, implement, and review work through our harness under human gates.",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 529,
"company": "chainguard",
"heading": "The role, in a nutshell",
"sentence": "As a Senior Engineer, you'll be a hands-on contributor to a small, focused squad, designing systems and building AI-powered tooling that raise the reliability and speed of our automation.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 201,
"company": "anthropic",
"heading": "Strong candidates may have",
"sentence": "Experience applying LLMs or other AI tooling to accelerate intelligence collection, enrichment, and analysis",
"label": "usage_preferred",
"second_pass": "usage_preferred",
"agree": true
},
{
"sid": 2144,
"company": "toast",
"heading": "",
"sentence": "You will work closely with UX, PM and QA, and have access to state of the art AI tools, to deliver some real impact on real people.",
"label": "tools_provided",
"second_pass": "tools_provided",
"agree": true
},
{
"sid": 1759,
"company": "pinecone",
"heading": "Responsibilities",
"sentence": "Use the best tools available — Claude Code, Cursor, or whatever works — and help establish patterns that make the whole team faster.",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 1926,
"company": "samsara",
"heading": "MCP Servers & AI Agents",
"sentence": "Collaborate with platform teams to integrate agentic workflows into the data engineering lifecycle.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 584,
"company": "cloudflare",
"heading": "Responsibilities",
"sentence": "Use AI tools responsibly throughout development.",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 1975,
"company": "scaleai",
"heading": "What You’ll Do",
"sentence": "Define the architectural patterns for our multi-cloud infrastructure to support secure, reliable, and scalable Agentic workflows for enterprise customers.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 938,
"company": "gemini",
"heading": "Responsibilities",
"sentence": "Build and evolve bank settlement and reconciliation pipelines that connect Gemini to external payment rails and banking partners.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 500,
"company": "braze",
"heading": "WHO YOU ARE",
"sentence": "A growing share of code today gets written by AI tooling, so design judgment matters more than raw output",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 1872,
"company": "replit",
"heading": "What you will build",
"sentence": "AI coding agent that understands intent and generates production-ready applications",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1923,
"company": "samsara",
"heading": "About the role",
"sentence": "You'll architect Spark-driven workflows at scale, design data platforms as products, and build the next generation of intelligent tooling including MCP servers and AI agents that automate and accelerate data engineering workflows.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 2235,
"company": "vercel",
"heading": "About the role",
"sentence": "That makes v0 one of the most interesting and highest-stakes security surfaces at Vercel: sandboxed code execution, multi-tenant isolation, permission boundaries between what a user asked for and what the agent actually did, and resistance to prompt injection and tool misuse.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1029,
"company": "grafanalabs",
"heading": "What makes you a great fit",
"sentence": "Comfort with AI-assisted development.",
"label": "usage_required",
"second_pass": "usage_required",
"agree": true
},
{
"sid": 2293,
"company": "workato",
"heading": "Research Areas",
"sentence": "LLM Agent Systems : Design and implement intelligent agent architectures for complex enterprise automation tasks, including multi-agent collaboration, MCP, and reasoning frameworks",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1647,
"company": "openai",
"heading": "About the Team",
"sentence": "This includes Codex Security product experiences, cloud-based security analysis, platform controls across Codex, customer deployment and support tooling, and infrastructure that helps security researchers and cyber models improve over time.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1261,
"company": "lovable",
"heading": "Examples include",
"sentence": "Build cloud-agnostic systems that give customers flexibility in how they deploy Lovable.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 2246,
"company": "vercel",
"heading": "What you will do",
"sentence": "Partner with central Product Security: Share threat models, incident learnings, and SDLC tooling with the broader security team, while making the final call on v0-specific tradeoffs since you have the deepest context on the product.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 2056,
"company": "snowflake",
"heading": "Our ideal Principal Software Engineer will have",
"sentence": "Passion for AI-first processes and for building platforms that enable many teams to move faster while keeping systems maintainable and safe.",
"label": "usage_required",
"second_pass": "usage_required",
"agree": true
},
{
"sid": 1962,
"company": "sanity",
"heading": "What you will do",
"sentence": "Advance our MCP server – add new capabilities, tools, and integrations that let AI agents interact deeply with Sanity's content platform.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1774,
"company": "pinterest",
"heading": "About Pinterest",
"sentence": "This includes applying ML, AI-assisted workflows, and GenAI where appropriate to improve metadata quality, merchant tooling, and operational efficiency.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 830,
"company": "elastic",
"heading": "What You Will Be Doing",
"sentence": "Author the signatures that stop what you find, and build the automation and AI-assisted workflows that make the next investigation faster than the last.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1206,
"company": "launchdarkly",
"heading": "Qualifications",
"sentence": "Shipped AI-first features in production.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1102,
"company": "instacart",
"heading": "About the Job",
"sentence": "Represent the team in cross-org technical discussions on local development experience, CI/CD, pre-production, and AI-augmented development.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 38,
"company": "affirm",
"heading": "What We Look For",
"sentence": "Curiosity about where data infrastructure and AI tooling intersect matters here.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 136,
"company": "anthropic",
"heading": "Responsibilities",
"sentence": "Build and present the business value case for Claude with C-level and senior executives, in French and English, linking technical capabilities to measurable outcomes such as cost, revenue, risk, and time to market",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 614,
"company": "cockroachlabs",
"heading": "The Role",
"sentence": "Our recent focus on developing AI tooling means that you will spend time building AI tools engineers depend on every day, not just keeping CI green.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1877,
"company": "robinhood",
"heading": "What you’ll do",
"sentence": "Secure AI interactions across the company by designing safety guardrails and integrating agentic tools into enterprise workflows.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 2142,
"company": "stripe",
"heading": "About the team",
"sentence": "AI is fundamentally changing how users interact with software, and we believe Stripe is uniquely positioned to reimagine what a merchant experience looks like in an AI-native world.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 2006,
"company": "smartsheet",
"heading": "What You Will Do",
"sentence": "Design client-specific and industry-specific MCP resource packs that serve personalized intelligence from the server so every connected AI surface gets smarter for that customer automatically.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1475,
"company": "openai",
"heading": "About the Team",
"sentence": "We work across OpenAI’s entire product surface area, from ChatGPT to future-facing tools, to architect safety and trust into the foundation of our systems.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 819,
"company": "elastic",
"heading": "What You Will Be Doing",
"sentence": "Agentic Strategy & Design: Design and implement sophisticated agentic workflows that use reasoning and tools to execute end-to-end business processes.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1066,
"company": "harvey",
"heading": "What You'll Do",
"sentence": "Collaborate with Model Infrastructure team to tackle challenges unique to GenAI-native applications — such as supporting high-throughput model inference, managing streaming and long-running API interactions, and designing abstractions for retrieval, context handling, and prompt lifecycle",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 1989,
"company": "sentry",
"heading": "In this role you will",
"sentence": "You'll utilize AI tools to supercharge your productivity and focus on what truly matters: solving complex problems and delivering exceptional value",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 1912,
"company": "roblox",
"heading": "",
"sentence": "Our surfaces include Remote Configs (targeted, scheduled, and AI-assisted configuration), A/B Experimentation with real metrics and early harm detection, audience Segmentation , and Open Cloud / public APIs that expose all of it programmatically.",
"label": "context",
"second_pass": "context",
"agree": true
},
{
"sid": 2095,
"company": "snowflake",
"heading": "",
"sentence": "We embrace AI-native engineering , using AI not only as the workload we optimize, but also as a tool to accelerate system development, experimentation, debugging, optimization, and adaptation to new models.",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 2037,
"company": "snowflake",
"heading": "ABOUT THE ROLE ",
"sentence": "You will work on critical business initiatives in the core database engine, bringing an AI-first approach to software development to accelerate roadmap cycles and deliver greater customer impact.",
"label": "usage_expected",
"second_pass": "usage_expected",
"agree": true
},
{
"sid": 1779,
"company": "pinterest",
"heading": "What we’re looking for",
"sentence": "Experience upleveling engineers in AI tooling and best practices, including setting team-wide standards, templates, or processes for building and evaluating AI-assisted workflows.",
"label": "usage_required",
"second_pass": "usage_required",
"agree": true
},
{
"sid": 2285,
"company": "waymo",
"heading": "You have",
"sentence": "Proven ability to execute technical strategy, influence partner teams, and drive end-to-end development of AI-native applications in ambiguous domains.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
},
{
"sid": 138,
"company": "anthropic",
"heading": "About the role",
"sentence": "You will work closely with customer product and engineering teams as they ship new products powered by Claude: advising on architecture design decisions, developing evaluation frameworks, and guiding customers through the most cutting-edge implementation patterns for LLMs.",
"label": "building_ai",
"second_pass": "building_ai",
"agree": true
}
]
}