Jobs in United States

Hr Ops Manager in United States

1,447 active opportunities · Updated October 2026

Explore current hr ops manager jobs across United States. Filter by work mode, employment type, experience, department, date posted and distance.

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📍 New York City, NY, United States· Full-time· Remote
✓ High-confidence listingCompany trend -99.2%

From $10K/yr

Quick readStrong listing-quality and freshness signals

About Ramp Ramp is building the smart infrastructure for finance teams, embedded in the transaction flow of every dollar a business spends. We automate how over $200B in annualized spend flows in and out of 70,000+ companies: authorizing payments, flagging risk, categorizing spend, and closing books. The problems are high-stakes, data-dense, and unforgiving. We hire people with high agency and high urgency. We look for slope over intercept. We care less about where you trained and more about what you’ve built. At Ramp, everyone is a builder who owns problems end to end and makes consequential decisions that shape the outcome. The median Ramp customer saves 5% and grows revenue 16% in their first year – far in excess of businesses operating without Ramp. We believe every ambitious company deserves the same. If you want to build systems that directly shape how companies move and manage billions, Ramp is the place to do it. About the Role Ramp is seeking its first dedicated Financial Crimes Compliance Controls Senior Strategist to build and own the framework that demonstrates FCC controls are working as intended, remain effective as risk evolves, and can be clearly supported in bank-partner, audit, and regulatory examinations. This is a senior individual-contributor role at the intersection of financial-crimes compliance, controls effectiveness, technology, data, and AI-enabled operations. You will own FCC’s approach to testing, documenting, and improving manual and automated controls, including procedures, detection rules, AI and LLM-enabled workflows, and automation deployments. You will serve as FCC’s dedicated compliance partner for program-level Product, Engineering, Design, and Data (“PEDD”) initiatives, ensuring FCC requirements, controls, and risk considerations are incorporated into strategic product and technology planning. This role complements the broader team’s cross-functional partnerships by focusing specifically on major PEDD-led initiatives. This is a

RestMachine LearningAIGo
R
📍 New York City, NY, United States· Full-time· Remote
✓ High-confidence listingCompany trend -99.2%

From $10K/yr

Quick readStrong listing-quality and freshness signals

About Ramp Ramp is building the smart infrastructure for finance teams, embedded in the transaction flow of every dollar a business spends. We automate how over $200B in annualized spend flows in and out of 70,000+ companies: authorizing payments, flagging risk, categorizing spend, and closing books. The problems are high-stakes, data-dense, and unforgiving. We hire people with high agency and high urgency. We look for slope over intercept. We care less about where you trained and more about what you’ve built. At Ramp, everyone is a builder who owns problems end to end and makes consequential decisions that shape the outcome. The median Ramp customer saves 5% and grows revenue 16% in their first year – far in excess of businesses operating without Ramp. We believe every ambitious company deserves the same. If you want to build systems that directly shape how companies move and manage billions, Ramp is the place to do it. About the Role Ramp is in a critical phase of growth. We grew immensely last year and are building out a talented business systems team to ensure we maintain this trajectory for years to come. You’ll work directly with our Sales, Account Management, Partnerships, and Product teams to execute mission-critical business systems projects across the organization. This is a key role where you will be uniquely positioned to impact the full picture of Ramp’s growth efforts through systems development. What You’ll Do Work alongside Sales Operations to administer key go-to-market business systems, including Salesforce, Outreach, Qualified, Zendesk, Hubspot, Looker, Gong.io Build and deploy automation (flows), validations, and applications in Salesforce Implement new systems and integrations as needed Analyze key business requirements and systems capabilities to write specifications for systems build and run end to end implementation Create key reports and dashboards to track systems performance and data accuracy Write and maintain clear documentation on syste

RestAIGoSalesforce
V
📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -90%
Quick readStrong listing-quality and freshness signals

At Vanta, our mission is to help businesses earn and prove trust. We believe that security should be monitored and verified continuously, and we empower companies to practice better security and prove it with ease. Vanta has a kind and talented team, and while some have prior security experience, many have been successful at Vanta without it. Vanta's Product Marketing team sits at the intersection of Product, Engineering, Sales, and Customer Success. We define positioning and narrative for Vanta's platform, translate roadmap into go-to-market motions across big launch moments and releases, and make sure the field can sell what Product is building; with research, storytelling, and cross-functional partnership as the core of how we work. About the role AI is one of Vanta's most strategic bets, and it needs a dedicated owner. This PMM will be focused on bringing the AI roadmap to market in close partnership with EPD. You'll own the narrative, messaging, and positioning for Vanta’s AI story end-to-end, and be the connective tissue between what Engineering and Product are building and how the market, field, and customers understand it. You're expected to shape our AI story and define Vanta as a leader in the space, which means you’re fast-moving and nimble, have enough technical fluency to have a real point of view in roadmap conversations with EPD (including getting hands-on and testing the product yourself), paired with the storytelling and creativity to bring a unique, differentiated story to market. What you’ll do as a Product Marketing Manager at Vanta: Own the AI pillar narrative and roadmap end to end Own the AI pillar narrative at key events like VantaCon, including keynote support, breakout sessions, and customer testimonials Ensure a cohesive AI narrative across pillars so AI messaging holds together whether it's showing up in Compliance, Risk, or Proof contexts Partner directly with EPD to understand what's being built, influence roadmap sequencing from a mark

RestAIGoRust
O
📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -82%
Quick readStrong listing-quality and freshness signals

About the Role We are seeking a senior Treasury Markets leader to build and lead OpenAI's investment management, FX, interest rate risk management, and debt markets capabilities. This role will own corporate liquidity investment strategy, global currency risk, rate exposure, and the design of market-risk programs across rates, FX, liquidity, counterparty, and other Treasury exposures. The ideal candidate combines CFA-level investment discipline, hands-on derivatives and capital markets execution, strong tax and accounting fluency, and exceptional executive communication. They should be able to translate complex market, hedge, liquidity, capital structure, credit market, rating agency, tax, accounting, risk, and governance topics into crisp executive-ready recommendations, decision memos, and Board-level materials. In this role, your responsibility will include: Investment Management Own investment strategy for corporate cash and liquidity portfolios, balancing capital preservation, liquidity, yield, diversification, counterparty risk, accounting, tax, and regulatory considerations. Lead portfolio construction, investment policy governance, risk monitoring, performance reporting, manager/counterparty oversight, and compliance for corporate investment portfolios. Maintain market intelligence on rates, credit, liquidity markets, fixed income products, external manager performance, and emerging portfolio risks. FX & Cash Flow Hedging Design and operate FX balance sheet and cash flow hedging programs that align exposure management, hedge objectives, accounting treatment, tax considerations, controls, and business needs. Manage FX and derivatives activity across global operations, including exposure analytics, hedge strategy, trade execution, counterparty management, effectiveness tracking, and reporting. Partner deeply with Accounting, Tax, FP&A, Legal, and business leaders to improve exposure visibility and ensure hedge programs are operationally controlled and

AWSRestAIGo
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📍 Washington, District of Columbia, United States· Full-time· Remote
✓ High-confidence listingCompany trend -82%
Quick readStrong listing-quality and freshness signals

About the Team The Adoption, Innovation, and Transformation team within OpenAI for Government helps government organizations turn OpenAI products into durable capabilities and measurable mission impact. We work alongside public servants to move from initial exploration to confident, responsible, organization-wide use of AI. Our work combines hands-on enablement, adoption strategy, deployment support, community, content, and practical transformation tailored to government missions and operating environments. By translating the potential of OpenAI’s technology into better individual workflows, stronger teams, and improved public services, we help government customers deepen adoption, build lasting organizational capability, and spend more time on mission. About the Role The Enablement Lead, Government is a specialist role focused on delivering high-impact enablement and adoption services across OpenAI’s product suite. This role is responsible for designing and delivering experiences that support repeatable adoption frameworks, drive sustained activation, expand the breadth and depth of usage, and produce measurable value for government organizations. This role sits at the intersection of enablement, education, adoption, community, content, and customer experience. It blends strong product fluency, instructional design, customer advisory, and a deep understanding of public service. You will lead live workshops, deliver enablement programs, and design adoption interventions for audiences ranging from front-line public servants and technical practitioners to senior government leaders. You will be a trusted guide to government customers, helping them learn, share, teach, celebrate successes, and use AI confidently in their day-to-day work. You will help organizations understand not only what OpenAI’s products can do, but how to apply them safely and effectively while respecting their missions, operating environments, workforce needs, and responsibilities to the public. Su

AWSRestAIGo
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📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -82%
Quick readStrong listing-quality and freshness signals

About the Team The Integrated Marketing team sits at the center of product, brand, creative, media, research, and GTM work. We partner closely with PMM, Product, Developer Relations, Design, Comms, and agency teams to shape launches and campaigns that are clear, distinctive, and grounded in real audience insight. This is a growing function, so the team needs people who can both raise the quality of the work and build the operating model around it: bringing strong judgment, high agency, and trusted partnership to complex, visible moments. About the Role Developers and founders are building some of the most interesting things happening in AI. They’re starting companies, creating new products, and changing how people work. We’re looking for an integrated marketing manager who understands this audience and can shape how OpenAI shows up for developers, founders, startups, and engineering teams. That includes supporting campaigns around new products, creating meaningful developer experiences, and finding compelling ways to highlight the people and companies building with our technology. You’ll partner across Product, Product Marketing, Developer Relations, Research, Brand, and Creative, along with external agencies and partners, to develop strategies and bring strong ideas to market. The right person understands technology, has good creative judgment, and knows how to turn audience insight into work that feels useful, credible, and worth paying attention to. This is a hybrid role based in San Francisco, with three days a week in the office. In this role, you will: Support marketing strategies for developers, founders, startups, and engineering teams building with OpenAI, based on how technical audiences discover tools, evaluate them, and decide what to use. Partner with creative, media, and production agencies to develop briefs, evaluate concepts, improve the work, and bring campaigns to market. Establish agency relationships, campaign budgets, media planning, and paid me

AWSRestAIGo
B
📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -80.4%
Quick readStrong listing-quality and freshness signals

ABOUT BASETEN Baseten powers mission-critical inference for the world's most dynamic AI companies, like Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma and Writer. By uniting applied AI research, flexible infrastructure, and seamless developer tooling, we enable companies operating at the frontier of AI to bring cutting-edge models into production. We're growing quickly and recently raised our $1.5B Series F , led by Altimeter Capital, Conviction Partners, and Spark Capital. Join us and help build the platform engineers turn to to ship AI products. THE ROLE We're hiring a Sales Development Manager to lead the team of SDRs generating pipeline for our North American sales org. You'll own the day-to-day leadership of the team — coaching reps, aligning with AEs and sales leadership, holding a high bar on execution, hiring, and building the systems that make the team consistently productive. Our market is new and evolves by the day, and our buyers are hyper-technical. Prospecting at Baseten means earning credibility with that audience, and coaching a team to do it at scale. The right person for this role is a coach and a builder — someone who gets energy from developing people, is obsessive about execution, and wants to define what world-class pipeline generation looks like when the product, the buyers, and the sales motion are all AI-native. RESPONSIBILITIES Lead, coach, and develop a team of SDRs responsible for opening doors with the next wave of Baseten customers. Own the team's pipeline generation targets and drive consistent execution against weekly, monthly, and quarterly goals. Build and refine outbound strategies, messaging, and frameworks across a wide range of accounts, tuned to a technical audience. Run 1:1s, team meetings, training, and pipeline reviews that make reps measurably better week over week. Partner with AEs and sales managers on account strategy, lead quality, and handoff processes. Analyze pipeline data to identify what's working, diagnose wha

Machine LearningAIGoMarketing
O
📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -82%
Quick readStrong listing-quality and freshness signals

About the Team OpenAI’s Hardware organization develops AI-native silicon and system-level solutions for the unique demands of advanced AI workloads. Building on efforts like Jalapeño, the team is developing future generations of AI-native silicon and tightly integrated systems to power the next generation of frontier models. By co-designing chips, systems, tools, and methodologies, the team helps deliver faster, more efficient, and production-ready hardware for OpenAI’s supercomputing platform. About the Role You will work on the systems software strategy and execution that brings new AI silicon from first power-on to a fully integrated system running production-representative models at expected functionality and performance. You will define how software exercises and validates compute, memory, interconnect, and I/O subsystems, then build the diagnostics, automation, and observability needed to find issues quickly. This role sits at the center of silicon, firmware, platform, systems, and workload teams. You will turn hardware specifications and performance targets into an end-to-end bringup plan, drive cross-functional debug, and establish the stress and regression infrastructure that makes each new platform reliable across operating environments. In this role, you will: Contribute to the end-to-end software bringup and validation strategy for new silicon and first-party systems. Define software-driven test coverage across compute, memory, interconnect, I/O, and their system-level interactions. Build diagnostics, test automation, telemetry, and regression infrastructure that accelerate first-silicon learning and issue isolation. Lead bringup from initial silicon arrival through board and system integration, docking, runtime enablement, and model execution. Design stress tests that characterize reliability, performance, and stability across workloads and operating conditions. Translate architecture specifications and performance models into measurable acceptance crit

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O
📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -82%
Quick readStrong listing-quality and freshness signals

About the team The Partnerships team supports OpenAI’s mission by building and managing external relationships that expand product reach, accelerate adoption, strengthen strategic capabilities, and help the company scale responsibly. We partner across the organization to develop ecosystem strategy, create shared value, and support relationships that are critical to OpenAI’s growth. About the role We’re looking for a Partnerships Manager to lead high-impact relationships across technology, product, go-to-market, and operations. You’ll manage a portfolio of strategic external partners—including technology platforms, distribution channels, service providers, and other ecosystem partners—and work closely with internal teams to turn business needs into effective partnership strategies. This role combines relationship management, commercial judgment, and hands-on execution. You’ll help evaluate new partners, negotiate agreements, improve existing programs, and create the operating mechanisms needed to manage partnerships at scale. This role is based in San Francisco or New York in office 3 days a week. In this role, you will Own and deepen relationships with key strategic and ecosystem partners. Develop partnership strategies aligned with OpenAI’s product, go-to-market, and operational priorities. Source, evaluate, and onboard new partners and service providers. Lead commercial negotiations in partnership with Legal, Business Operations, Procurement, Security, and other stakeholders. Translate complex business requirements into clear partner selection criteria and operating plans. Establish performance metrics, governance processes, and regular business reviews for strategic relationships. Identify opportunities to improve economics, service quality, resilience, and scalability across the partner portfolio. Coordinate cross-functional initiatives involving Sales, Product, Engineering, Legal, Security, Marketing, Business Operations, and other partner-facing teams. Monitor

AWSRestAIGo
M
📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -100%
Quick readStrong listing-quality and freshness signals

We're looking for a Senior Mechanical Engineer for Midjourney Medical — from precision electromechanical assemblies up to the large-scale structures and mechanisms that hold everything together and make it move. This role spans the full range of scale: one week you might be refining a compact transducer mount, the next you're architecting a structural frame or designing the motion system that positions hardware within it. This is a hands-on role on a small cross-functional team. You'll take problems from whiteboard sketch to working hardware yourself — designing in CAD, prototyping in the shop, testing, iterating, and integrating with research teams, electrical and software engineers along the way. We move fast and expect you to drive your own work: identifying what needs to happen next, making sound engineering calls without waiting for permission, and shipping hardware that works. What you'll do Own parts of the mechanical systems end to end — structures, mechanisms, and electromechanical integration Design large-scale structures: frames, weldments, enclosures, and support systems, with attention to stiffness, weight, manufacturability, and serviceability Design mechanisms: linkages, motion stages, actuation systems for precise, reliable positioning and articulation Integrate transducers, electronics, cabling, and thermal management into large physical systems Perform engineering analysis (tolerance stack-ups, structural/FEA, mechanism kinematics) to de-risk designs before committing to hardware Build and test relentlessly — 3D printing, rapid prototyping, and hands-on fabrication are core to how you'll validate designs Select parts and materials for system-level integration, balancing performance, cost, and lead time Drive projects independently from concept through validation, and collaborate closely with a small cross-disciplinary team to hit project goals What we're looking for Bachelor's degree in Mechanical Engineering or a related field 5+ years of experien

AIGoExcelSEM
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📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -82%
Quick readStrong listing-quality and freshness signals

About the Team The Startup Growth team is building the systems, programs, and automation that enable OpenAI to win startups at scale. We need to make it dramatically faster and easier to turn high-potential growth ideas into repeatable, measurable GTM motions without bespoke infrastructure for every program. About the Role The GTM Growth Programs Lead will own the shared capabilities that enable Startup GTM to incubate, launch, measure, and scale growth programs. The role will initially own credit and commercial programs while using that work to build reusable infrastructure for a broader portfolio of GTM motions. The goal is not to centralize program ownership: teams closest to startups should continue to identify, incubate, and own growth motions. This role will build the operating system that makes them dramatically better and faster at doing so. This role is based in San Francisco, CA. We use a hybrid work model of 3 days in the office per week and offer relocation assistance to new employees. In this role, you will: Build the GTM program platform for Startups. Develop shared infrastructure, tooling, and agentic systems that turn growth opportunities into scalable programs, automate work across the program lifecycle, and make each subsequent motion faster to launch. Own credit and commercial programs. Drive credit/commercial strategy and evolution while turning capabilities such as audience selection, eligibility, offer configuration, distribution, and measurement into reusable building blocks. Create a repeatable path from idea to scaled motion. Turn “we need to increase X” into targeted, operationalized, measurable GTM motions. Build leverage throughout the team. Enable ADs, VC Partnerships, and other Startup GTM teams to incubate and own programs independently rather than routing every motion through centralized operations. Develop shared measurement and experimentation frameworks and capabilities. Establish common approaches to sizing, economics, attribution

AWSRestAIGo
R
📍 Foster City, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -85.9%
Quick readStrong listing-quality and freshness signals

Replit is the agentic software creation platform that enables anyone to build applications using natural language. With millions of users worldwide, Replit is democratizing software development by removing traditional barriers to application creation. About the role: Join our FDE team and work directly with some of the world's largest organizations to turn their most ambitious ideas into production applications on Replit. As a Forward Deployed Engineer, you'll partner closely with customers to understand their technical and business needs, architect solutions, and build the integrations and applications required to deploy Replit successfully within complex enterprise environments. This is a deeply technical and hands-on role. You won’t just advise customers on what to build—you’ll build alongside them. You’ll take applications from initial idea and prototype through deployment and production, navigate complex enterprise environments, and solve the technical challenges that emerge when AI-powered software development meets real-world infrastructure, data, security, and organizational constraints. You will: Build with Customers: Embed with strategic enterprise customers to design and build high-impact applications and AI-powered workflows on Replit, taking projects from initial concept through production deployment. Architect Enterprise Solutions: Design secure, scalable architectures that connect Replit with customers’ existing systems, data, APIs, identity providers, and infrastructure. Integrate with the customer's stack: SSO, data warehouses, internal APIs, and SaaS systems. Own Technical Deployments: Serve as the technical owner for complex enterprise implementations, identifying blockers, debugging issues, and driving projects through to successful production adoption. Bridge Customers and Product: Develop a deep understanding of how enterprises use Replit and translate field insights, technical constraints, and recurring customer needs into actionable feedback

AISEMWarehouseHR
V
📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -90%
Quick readStrong listing-quality and freshness signals

At Vanta, our mission is to help businesses earn and prove trust. We believe that security should be monitored and verified continuously, and we empower companies to practice better security and prove it with ease. Vanta has a kind and talented team, and while some have prior security experience, many have been successful at Vanta without it. The team owns top-of-funnel strategy and operations for the Upmarket Sales organization, supporting both AEs and SDRs. We shape and operate how leads and accounts are deployed across the field through lead routing and management, AE account pairing, territory management, and account assignment strategy. This role sits at the center of how our Upmarket Sales organization goes to market and creates pipeline. You’ll own both the day-to-day operations and the evolution of our Top-of-Funnel processes—working hands-on in the details while shaping the strategy for how we deploy AEs and SDRs. Your work will ensure the right coverage, processes, and workflows are in place to improve pipeline generation, seller productivity, and the overall efficiency of our GTM motion. What you’ll do as a Senior GTM Strategy & Operations Manager at Vanta: Own the day-to-day execution of Top-of-Funnel operations, including responding to field requests and managing the processes, data, systems, and business logic underlying lead-to-account, territory, and AE coverage decisions. This is a hands-on role that balances ongoing operational needs with larger strategic initiatives and process improvements. Own territory strategy and ongoing territory management, ensuring AEs and SDRs have high-quality, balanced coverage and identifying opportunities to improve how accounts and selling capacity are deployed. Design and optimize AE coverage and account pairing strategies to improve how our sellers work together to generate and progress pipeline. Identify and lead Top-of-Funnel initiatives that improve pipeline coverage, territory quality, seller productivity,

RestAIGoRust
B
📍 New York, New York, United States· Full-time· Remote
✓ High-confidence listingCompany trend -80.4%
Quick readStrong listing-quality and freshness signals

ABOUT BASETEN Baseten powers mission-critical inference for the world's most dynamic AI companies, like Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma and Writer. By uniting applied AI research, flexible infrastructure, and seamless developer tooling, we enable companies operating at the frontier of AI to bring cutting-edge models into production. We're growing quickly and recently raised our $1.5B Series F , led by Altimeter Capital, Conviction Partners, and Spark Capital. Join us and help build the platform engineers turn to to ship AI products. THE ROLE Baseten's GTM org is in hyper growth. As it grows and matures, the needs of the GTM stack get more sophisticated with scale — and this team exists to stay ahead of those needs. Our GTM Engineering team plays a critical role in building and maintaining the connective tissue across Baseten’s GTM tools, processes, and user experience for the field. The GTM tooling landscape is changing fast, and the teams that win are the ones that adapt and iterate the fastest. This role exists to make sure Baseten is one of them. You'll design, build, and ship AI-powered workflows that scale our GTM functions as a competitive advantage. We want someone who can walk in, audit what we have, identify what we're missing, and start shipping fast. You know when to reach for Clay and when to build something custom in Claude Code. You think two to three steps ahead about how the thing you build today fits into the broader systems architecture tomorrow. And you bring a point of view — on our stack, on what we should be building, and on where AI can do something low-code tooling simply can't. RESPONSIBILITIES Ship AI-powered workflows for the field — build the agents and automations that give reps and managers real leverage, off-loading the manual and repetitive work. Reach for AI where it does something low-code can't. Get insights in front of reps — turn Salesforce, warehouse, and usage data into the dashboards, scores, and alerts reps

Machine LearningAIGoRust
O
📍 San Francisco, California, United States· Full-time· Remote
✓ Quality checkedCompany trend -82%

About the Team OpenAI’s Hardware organization develops AI-native silicon and system-level solutions for the unique demands of advanced AI workloads. Building on efforts like Jalapeño, the team is developing future generations of AI-native silicon and tightly integrated systems to power the next generation of frontier models. By co-designing chips, systems, tools, and methodologies, the team helps deliver faster, more efficient, and production-ready hardware for OpenAI’s supercomputing platform. About the Role You will build the model runtime within the inference engine that executes complex, frontier models at scale on OpenAI’s custom silicon. The runtime will sit between models running on the hardware and the upper layers of the cluster serving software stack, translating demanding inference workloads into efficient execution while optimizing for throughput, latency, utilization, and reliability. You will work across model architecture, distributed systems, compilers, kernels, and silicon to design a production-grade runtime comparable in ambition to systems such as vLLM and SGLang, but customized and optimized for OpenAI’s AI accelerator. Your work will shape how new model capabilities map onto the platform and how quickly custom silicon can deliver meaningful performance in production. In this role, you will: Design and implement the LLM inference runtime for frontier models running on custom silicon. Build scheduling, continuous batching, memory management, KV-cache management, and execution orchestration for high-performance inference. Develop distributed execution strategies across chips, hosts, and racks, including model partitioning, communication, and synchronization. Optimize end-to-end latency, throughput, memory efficiency, and hardware utilization across diverse model architectures and serving workloads. Partner with kernel, compiler, architecture, and silicon teams to co-design interfaces and remove performance bottlenecks across the stack. Enable new

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