Jobs in India

Quality Management Manager in India

908 active opportunities · Updated October 2026

Explore current quality management manager jobs across India. Filter by work mode, employment type, experience, department, date posted and distance.

I
📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing

From ₹6L/yr

Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. 📍 Location: Koramangala, Bangalore 🕒 Working Days: 6 days/week, rotational weekeoffs ⏰ Shift Timings: 9:00 AM – 7:00 PM / 11 AM to 8:30 PM 💼 Experience: Fresher (0–1 year) 📅 Contract Duration: 6 Months, Opportunity for full-time conversion based on performance About the Role We are looking for a highly motivated and energetic Inside Sales Intern to join the Business Development team at Instawork . In this role, you will connect with local businesses, introduce them to Instawork’s platform, and support them through the onboarding journey. If you enjoy speaking with people, are confident on calls, and want to build a strong foundation in sales, business development, and partnerships , this opportunity is a great starting point. Key Responsibilities Make 6 0+ outbound calls daily to prospective business leads Introduce Instawork’s platform and explain its value proposition to business owners and decision-makers Guide potential partners through the onboarding process and help them get started on the platform Maintain accurate records of calls, responses, and follow-ups in CRM systems Achieve daily and weekly calling targets while maintaining quality interactions Coordinate with internal teams to hand over qualified leads for further engagement Share market feedback, lead quality insights, and common objections to improve outreach strategies Requirements Excellent verbal communication skills in English and at least one regional language (Kannada, Telugu, Tamil, Marathi, or Hindi) Strong commun

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I
📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. Rig / Productivity Team - Intern Function: Operations – Rig Data Processing & Productivity Work Mode: On-site Shift: 9:00 AM to 6:00 PM Role Overview The Rig / Productivity Team is responsible for ensuring that recorded field data is uploaded, reconciled, validated, and made ready for reuse. The role combines two critical functions: processing SD card data and reviewing recorded videos to determine whether the data is valid. The team ensures that every uploaded batch is accounted for, SD cards are returned to inventory within the expected turnaround time, and valid-data assessments are completed accurately. No shortcuts in data handling, no unexplained pending work, and no compromise on data quality. What You'll Own - Rig: Complete the upload-to-return cycle for SD cards, ensuring data is uploaded successfully before cards are formatted and returned to inventory. - Productivity: Review recorded videos and accurately determine valid vs. invalid data. - Maintain complete visibility of pending work, turnaround time, and any data-related issues. - Ensure that every batch is processed in the correct sequence and that no data is skipped or misrepresented. Key Responsibilities 1. SD Card Data Processing & Upload - Receive reconciled SD cards from the inventory team. - Upload recorded data to the cloud as per the defined process. - Verify that uploads are completed successfully before proceeding to formatting. - Track uploaded, pending, and failed uploads. - Report any corrupt cards, upload failures, or

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I
📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. About IRL Researchers at UC Berkeley have identified a “100,000-year data gap” - the gulf between what trained AI language models and what physical robots actually have to learn from. Closing that gap is the defining infrastructure challenge of the physical AI era. IRL is Instawork’s answer to it. We deploy skilled workers into real commercial and residential environments - kitchens, warehouses, hotel floors, homes - to capture the high-fidelity task data that the world’s leading Robotics labs use to train their foundation models. Read more here . Role Overview We are building one of India's largest commercial video data collection networks . As a Zonal Data Captain , you will own the business pipeline for your assigned zone . Your primary responsibility is to find businesses, convert them for on-site video data collection, and keep the recording engine in your territory active every single day . You will spend your days in the field meeting business owners, converting them, and expanding into new towns mapped to your zone . Core Compensation & Target Fixed Salary: ₹25,000 / month Performance Incentives: Up to ₹95,000 / week* Core Target: 8 business conversions / day *Incentive Note: Incentives are performance-based and linked to verified conversions, recorded hours generated from your converted businesses, and quality/consistency of execution . All conversions and hours are subject to verification before payout . A detailed slab structure will be shared at the offer stage . What You'll Do 1. B

RestAIGoRust
I
📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. About IRL (Instawork Robotics Labs) Researchers at UC Berkeley have identified a “100,000-year data gap”—the gulf between what trained AI language models and what physical robots actually have to learn from. Closing that gap is the defining infrastructure challenge of the physical AI era. IRL is Instawork’s answer to it. We deploy skilled workers into real commercial and residential environments—kitchens, warehouses, hotel floors, and homes—to capture the high-fidelity task data that the world’s leading robotics labs use to train their foundation models. About the Role Instawork Robotics creates the highest-quality, highest-diversity datasets for robotics and physical AI. We work with leading robotics builders and research labs to solve one of the most important challenges in robotics: closing the data gap. As a Platform Engineer, you will build the products, services, tools, and infrastructure that power IRL’s data collection, processing, and quality workflows. This is a hybrid product and infrastructure role: you will design platform capabilities for application engineers while also owning the reliability, scalability, cost efficiency, and operation of the systems behind them. You will help shape the platform roadmap by understanding the needs of application engineers, prioritizing high-impact problems, and delivering simple, reliable, and scalable solutions. Who You Are - 5+ years of experience building and operating production software platforms. - Experience designing platform products, backend serv

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I
📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. The Mission Instawork is building the data engine for the future of Physical AI. We are looking for a Head of Partnerships to build and lead our India business partners. You will be responsible for identifying, developing, and onboarding thousands of small, medium and large businesses across India to help build the pipeline for Robotics data collection. The opportunity is to connect Instawork's technology, labor marketplace, and operational scale with the world's leading robotics companies and turn real-world work into the high-quality data required to train and improve the next generation of physical AI. This is a highly entrepreneurial role for a senior partnerships leader who wants to build something from the ground up and work directly with company leadership. What You'll Own Build the Partnerships Engine for Small, Medium and Large businesses in India Own the partnerships strategy across hospitality, logistics, manufacturing, warehousing, retail, and other labor-intensive industries. Build and eventually lead the partnerships team, processes, systems, and operating cadence. Establish clear goals and metrics for pipeline generation and business acquisition Execute large business partnerships with industrial, co-operative and government bodies that work with multiple businesses Develop repeatable playbooks for partner identification, outreach, qualification, negotiation, and conversion. Work Directly with Leadership Partner closely with the CEO and Head of Robotics on the company's partnership s

RestAIGoRust
I
📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we're looking for exceptional talent to reimagine the way the world works. Role Overview An Internal Coordinator (IC) owns the day-to-day running of field data collection for a single region. Each IC leads a team of Field Officers (FOs) who carry recording rigs(hardware) into partner businesses, set them up correctly, and capture high-quality task recordings. The IC is the operational nerve center of the region: planning the day's pipeline, keeping FOs productive in the field, solving problems live, ensuring recording quality and diversity rules are met, tracking inventory (rigs and SD cards) in and out, and reporting hours planned vs. achieved with clear loss reasons at end of day. This role is mainly about live coordination, field problem-solving, quality control, and disciplined reporting. Who Are Field Officers (FOs)? People working on the ground, out in the field They collect rigs from inventory, travel to assigned businesses, and record short videos of real commercial/household tasks They are responsible for correct setup, on-site recording, and returning rigs and SD cards They have clear daily and overall hou

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I
📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing

From ₹3.2L/yr

Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. Be part of a cutting-edge AI data collection project, capturing real-world actions and annotating video footage to train next-generation robotics. 📍 Location: Marathalli, Bengaluru 📍Shift: Night Shift Options: 8:30 PM – 3:00 AM | 9:00 PM – 6:00 AM 📍 Salary: ₹27,000/month + Incentives 📍 Work Location: Kitchen / In-Office Setup About the Role We are looking for motivated individuals to join our night shift data collection team for an AI robotics project. As a Data Collector & Annotator, you will record structured video footage of real-world tasks and annotate the recordings to help train robotic systems. This role operates across two night shift environments — a kitchen setup and an in-office setup — depending on your assigned location. Your shift and location will be confirmed at the time of onboarding. No prior experience in AI or technology is required. Full training is provided before you begin work. Key Responsibilities • Record structured video footage of assigned tasks using a camera device (iPhone on chest mount) • Follow the prescribed annotation format — clearly stating task names, commands, and action sequences during recording • Perform physical actions accurately as per the task list assigned for the shift • Submit demo recordings within the designated time window for quality review • Maintain consistent quality standards as trained — script compliance, action accuracy, and environment setup • Follow guidance from the Supervisor and Trainer during the shif

RestAIGoRust
I
📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing

₹7.2L – ₹48L/yr

Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. We are building one of India’s largest commercial video data collection networks and looking for highly driven field operators who can build teams, close business deals, and drive on-ground operations. This is not a desk job. This role is for hustlers who can operate independently, unlock locations, manage people, and deliver results. What You’ll Do Visit factories, shops, workshops, kitchens, warehouses, garages, and other commercial businesses Convince business owners to allow commercial video data collection Build relationships and close partnerships Hire and manage Field Officers (FOs) and Data Collectors (DCs) Ensure daily recordings happen smoothly at business locations Drive collection targets, team productivity, and output quality Expand into new categories and new areas Who Should Apply Field sales executives Business development executives Vendor onboarding professionals Operations hustlers Team leaders who can manage field staff What We’re Looking For Strong communication and convincing skills Ability to hire and manage teams on the ground Ownership mindset and high energy Comfortable with travel and field work Ability to work independently without constant supervision Earnings & Growth 💰 Earn ₹60,000 to ₹4,00,000/month based on: Hours delivered Team performance Categories unlocked Operational consistency High performers can grow fast and handle multiple cities/regions. Work Details Location: Across India Mode: Field + Operations High travel involved Success in This Role You will succeed

RestAIGoRust
I
📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing

From ₹3L/yr

Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. Be part of a cutting-edge AI data collection project, capturing real-world actions and annotating video footage to train next-generation robotics. 📍Location: Marathalli, Bengaluru 📍 Shift: Morning: 6:00 AM– 2:30 PM | 📍Evening: 1:00 PM – 8:00 PM 📍 Salary: ₹25,000/month +Incentives 📍 Work Location: Airbnb / Kitchen Setup About the Role We are looking for motivated individuals to join our data collection team for an AI robotics project. As a Data Collector & Annotator, you will record structured video footage of real-world tasks and annotate the recordings to help train robotic systems. This role operates across two environments — household setups (Airbnb locations) and a kitchen setup — depending on your assigned location. Your shift and location will be confirmed at the time of onboarding. No prior experience in AI or technology is required. Full training is provided before you begin work. Key Responsibilities • Record structured video footage of assigned tasks using a camera device (iPhone on chest mount) • Follow the prescribed annotation format — clearly stating task names, commands, and action sequences during recording • Perform physical actions accurately as per the task list assigned for the shift • Submit demo recordings within the designated time window for quality review • Maintain consistent quality standards as trained — script compliance, action accuracy, and environment setup • Follow guidance from the Supervisor, Trainer, and Live QA during the shift • Complete the s

RestAIGoRust
I
📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. About IRL (Instawork Robotics Labs) Researchers at UC Berkeley have identified a “100,000-year data gap” - the gulf between what trained AI language models and what physical robots actually have to learn from. Closing that gap is the defining infrastructure challenge of the physical AI era. IRL is Instawork’s answer to it. We deploy skilled workers into real commercial and residential environments - kitchens, warehouses, hotel floors, homes - to capture the high-fidelity task data that the world’s leading Robotics labs use to train their foundation models. Read more here . Build. Scale. Operate. We’re looking for a hardcore operations leader who thrives in the real world — someone who has built and scaled large, distributed operations from the ground up and knows what it takes to turn an idea into an operation that actually works. This is not a role for someone who only manages dashboards, processes, or strategy decks. We’re looking for a builder and operator, someone who can start with a blank sheet of paper, build the team, design the processes, solve problems on the ground, and scale the operation without losing speed or quality. You’ll be operating in an environment where things change quickly, the problems are often ambiguous, and there is rarely a playbook to follow. What You’ll Do Build and scale operations from the ground up — define the operating model, build processes, hire teams, establish metrics, and create the systems needed to scale. Own large, distributed, real-world operations acro

RestAIGoRust
I
📍 Bengaluru, KARNATAKA, India· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Instawork is on a mission to create meaningful economic opportunities for skilled hourly professionals in communities around the globe. Our AI-powered labor marketplace helps local businesses scale, and enables global technology companies to push the frontiers of robotics and AI. Backed by world-class investors like Benchmark, Spark Capital, Craft Ventures, Greylock, Y Combinator, and others, we’re looking for exceptional talent to reimagine the way the world works. About IRL (Instawork Robotics Labs) Researchers at UC Berkeley have identified a “100,000-year data gap” - the gulf between what trained AI language models and what physical robots actually have to learn from. Closing that gap is the defining infrastructure challenge of the physical AI era. IRL is Instawork’s answer to it. We deploy skilled workers into real commercial and residential environments - kitchens, warehouses, hotel floors, homes - to capture the high-fidelity task data that the world’s leading Robotics labs use to train their foundation models. Read more here . Build. Scale. Operate. We’re looking for a hardcore operations leader who thrives in the real world — someone who has built and scaled large, distributed operations from the ground up and knows what it takes to turn an idea into an operation that actually works. This is not a role for someone who only manages dashboards, processes, or strategy decks. We’re looking for a builder and operator, someone who can start with a blank sheet of paper, build the team, design the processes, solve problems on the ground, and scale the operation without losing speed or quality. You’ll be operating in an environment where things change quickly, the problems are often ambiguous, and there is rarely a playbook to follow. What You’ll Do Build and scale operations from the ground up — define the operating model, build processes, hire teams, establish metrics, and create the systems needed to scale. Own large, distributed, real-world operations acro

RestAIGoRust
AI
📍 India· Full-time· Remote
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

About AlphaSense: The world’s most sophisticated companies rely on AlphaSense to remove uncertainty from decision-making. With market intelligence and search built on proven AI, AlphaSense delivers insights that matter from content you can trust. Our universe of public and private content includes equity research, company filings, event transcripts, expert calls, news, trade journals, and clients’ own research content. The acquisition of Tegus by AlphaSense in 2024 advances our shared mission to empower professionals to make smarter decisions through AI-driven market intelligence. Together, AlphaSense and Tegus will accelerate growth, innovation, and content expansion, with complementary product and content capabilities that enable users to unearth even more comprehensive insights from thousands of content sets. Our platform is trusted by over 6,000 enterprise customers, including a majority of the S&P 500. Founded in 2011, AlphaSense is headquartered in New York City with more than 2,000 employees across the globe and offices in the U.S., U.K., Finland, India, Singapore, Canada, and Ireland. Come join us! About the Role: As a Staff Quality Engineer on the Content Portfolio team, you will own and drive test strategy, build automation frameworks, and embed a culture of quality ownership across the engineering organization. Your deep expertise in automation, cloud services, Kubernetes, and modern programming languages will directly shape how we test, release, and deliver reliable software at scale. You will partner closely with developers, product managers, and platform teams to define test requirements, architect quality infrastructure, and ensure AlphaSense ships with confidence at velocity. You will: Lead the development of test automation frameworks across UI, API, and GraphQL layers, focusing on reliability, maintainability, and speed Design and integrate AI evaluation frameworks to assess accuracy, consistency, and reliability of LLM-powered features L

JavaScriptTypeScriptJavaReact
AI
📍 India· Full-time· Remote
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

About AlphaSense: The world’s most sophisticated companies rely on AlphaSense to remove uncertainty from decision-making. With market intelligence and search built on proven AI, AlphaSense delivers insights that matter from content you can trust. Our universe of public and private content includes equity research, company filings, event transcripts, expert calls, news, trade journals, and clients’ own research content. The acquisition of Tegus by AlphaSense in 2024 advances our shared mission to empower professionals to make smarter decisions through AI-driven market intelligence. Together, AlphaSense and Tegus will accelerate growth, innovation, and content expansion, with complementary product and content capabilities that enable users to unearth even more comprehensive insights from thousands of content sets. Our platform is trusted by over 6,000 enterprise customers, including a majority of the S&P 500. Founded in 2011, AlphaSense is headquartered in New York City with more than 2,000 employees across the globe and offices in the U.S., U.K., Finland, India, Singapore, Canada, and Ireland. Come join us! About the Role: As a Senior Engineer, QE, you own test strategy and coverage for your team's features and act as a strategic quality partner to the engineers who build them. You design test plans, build and evolve automation frameworks, and embed quality-by-design.You partner closely with developers, product managers, and platform teams to define test requirements, guide teams toward sustainable quality practices, and help us ship with confidence at velocity. You will: Define and execute test strategies across UI, API, and service layers to ensure comprehensive coverage. Develop and maintain reliable automation frameworks and performance testing suites. Utilize AI-assisted tools and agentic workflows to accelerate testing and debugging cycles. Lead risk assessments, release validations, and root-cause analyses for critical issues. Implement shift-left pr

JavaScriptTypeScriptJavaReact
D
📍 India· Full-time· Remote
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

At Dscout, we’re building the most flexible and powerful UX research platform on the market—trusted by the world’s top brands in finance (JP Morgan Chase, Intuit, Charles Schwab, PayPal), healthcare (Aya, Headspace), consumer goods (Keen, Verizon, Target, Northface), and tech (Google, Amazon, Facebook, Meta, Spotify, AirBnB). Our tools help teams deeply understand the humans behind their products, so they can build better ones. We are expanding our smart and driven team and would love for you to join us. AI native product is fundamentally different engineering problem than building deterministic software: the same input won't always produce the same output, and "working" means the agent behaves well across the full distribution of real world scenarios, not that it passes a fixed test suite. We're looking for an Applied AI Engineer with 2-5 years of experience building and shipping AI systems used by professionals at enterprise. You're comfortable working with modern LLM-based systems and agentic workflows, and you know how to turn powerful models into reliable product features. You have strong product judgment and think deeply about tradeoffs between LLM approaches and traditional ML when designing solutions. You care about evaluation, iteration speed, and making sure AI systems actually drive measurable business impact reliably . What you'll do Own the production improvement loop across agent behavior, customer and operator feedback, evaluation, experimentation, and verified business outcomes Instrument agent workflows so model interactions, tool use, decisions, failures, human edits, and downstream outcomes can be understood in context Define meaningful quality standards, representative evaluation datasets, regression coverage, and production monitoring. Investigate why agents underperform across context, knowledge, instructions, tools, routing, guardrails, or workflow design Design and ship targeted behavior improvements, including changes to prompting, cont

RestAIGoRust
D
📍 India· Full-time· Remote
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

At Dscout, we’re building the most flexible and powerful UX research platform on the market—trusted by the world’s top brands in finance (JP Morgan Chase, Intuit, Charles Schwab, PayPal), healthcare (Aya, Headspace), consumer goods (Keen, Verizon, Target, Northface), and tech (Google, Amazon, Facebook, Meta, Spotify, AirBnB). Our tools help teams deeply understand the humans behind their products, so they can build better ones. We are expanding our smart and driven team and would love for you to join us. We're looking for an AI Product Manager who brings the full standard PM toolkit — user research, market and competitive analysis, roadmap and strategy, cross-functional delivery, and strong collaboration instincts - and applies it to products where the model underneath doesn't behave the same way twice. You have a real, hands-on feel for what different LLMs are actually good and bad at, and you use that to prototype ideas yourself, sometimes shipping small, production-quality AI features directly. You default to ownership: of the roadmap, of outcomes, of the quality bar that decides whether something's actually ready to ship, and of what an agent should be trusted to do on its own versus when a human needs to stay in the loop. That's because building AI-native products means quality is a distribution, not a pass/fail — a feature can work correctly most of the time and still need a real answer for the failure tail, since the underlying system is non-deterministic, not just complex. What you'll do Lead the roadmap and strategy for your product area, from problem discovery through delivery and post-launch iteration Lead the evaluation bar for the model-powered surfaces you're responsible for: define eval sets, identify failure modes, and know the rollback plan before a change ships Prototype product ideas directly using your own understanding of model strengths and weaknesses, and ship small, production-quality AI features yourself when that's the fastest path to

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