Jobs in United States

Ai Senior Systems Engineer in United States

5,418 active opportunities · Updated October 2026

Explore current ai senior systems engineer jobs across United States. Filter by work mode, employment type, experience, department, date posted and distance.

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📍 New York, New York, United States· Full-time
✓ High-confidence listing

$150K – $350K/yr

Quick readStrong listing-quality and freshness signals

CLEAR is building THE secure identity company of the future. Our mission is to make experiences safer and easier—physically and digitally. With more than 43 million Members and a growing network of partners across the world, CLEAR's secure identity platform is transforming the way people live, work, and travel. Whether it’s at the airport, stadium, or throughout your everyday life, CLEAR unlocks the magic of frictionless experiences. The Enterprise Account Executive will drive C1’s growth by identifying, structuring, and closing strategic deals with large enterprise organizations. This role will expand CLEAR’s networked identity platform across industries by building high-impact relationships and delivering scalable, revenue-generating deals. What you'll do: Drive enterprise growth by sourcing, developing, and closing strategic partnerships across key industries Own the full deal lifecycle from prospecting through negotiation, contracting, and launch Build and manage a robust enterprise pipeline, leveraging outbound efforts, industry relationships, and market insights Partner cross-functionally with Product, Legal, Security, and Partner Success to align solutions with partner needs and CLEAR capabilities Represent CLEAR externally through executive meetings, industry events, and thought leadership to strengthen market presence How you'll measure success: Total contract value (TCV), annual contract value (ACV), and revenue generated from enterprise partnerships Pipeline growth, conversion rates, and deal velocity across enterprise opportunities Number of new enterprise logos and expansion within existing partners Successful launch and activation of enterprise partnerships What you're great at: 8+ years of experience in enterprise business development, partnerships, or B2B sales within SaaS, identity, fintech, or enterprise technology Proven track record of sourcing, negotiating, and closing complex, high-value enterprise deals Strong executive presence

GitRestAIGo
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📍 New York, New York, United States· Full-time
✓ High-confidence listing

$225K – $275K/yr

Quick readStrong listing-quality and freshness signals

CLEAR is building THE secure identity company of the future. Our mission is to make experiences safer and easier—physically and digitally. With more than 43 million Members and a growing network of partners across the world, CLEAR's secure identity platform is transforming the way people live, work, and travel. Whether it’s at the airport, stadium, or throughout your everyday life, CLEAR unlocks the magic of frictionless experiences. Have you ever had that green-light feeling? When you hit every green light and the day just feels like magic. CLEAR's mission is to create frictionless experiences where every day has that feeling. With more than 30+ million passionate members and hundreds of partners around the world, CLEAR’s identity platform is transforming the way people live, work, and travel. Whether it’s at the airport, stadium, or right on your phone, CLEAR connects you to the things that make you, you - unlocking easier, more secure, and more seamless experiences - making them all feel like magic. The Customer Success Director – Healthcare will own and execute CLEAR’s healthcare customer success strategy, driving long-term value, adoption, and expansion across our partner ecosystem. What you’ll do: Own and drive CLEAR’s customer success strategy across healthcare partners, ensuring strong adoption, retention, and expansion of CLEAR’s identity solution Build, develop, and lead a high-performing Customer Success function, setting clear goals, coaching team members, and driving a culture of accountability and excellence Establish and deepen executive-level relationships across healthcare organizations, positioning CLEAR as a trusted, strategic partner Partner cross-functionally with Business Development, Product, Technology, and Operations to shape and deliver scalable, high-impact customer experiences Lead end-to-end lifecycle management across complex healthcare implementations, from solution design and contracting through execution and ongoing optimization &nbs

GitRestAIGo
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📍 New York, New York, United States· Full-time
✓ High-confidence listing

$70K – $120K/yr

Quick readStrong listing-quality and freshness signals

CLEAR is building THE secure identity company of the future. Our mission is to make experiences safer and easier—physically and digitally. With more than 43 million Members and a growing network of partners across the world, CLEAR's secure identity platform is transforming the way people live, work, and travel. Whether it’s at the airport, stadium, or throughout your everyday life, CLEAR unlocks the magic of frictionless experiences. We're looking for a Business Development Representative to help grow CLEAR’s Healthcare business by building pipeline and creating qualified opportunities with healthcare organizations and prospective partners. You’ll combine thoughtful prospecting, compelling storytelling, and curiosity about our customers to introduce healthcare leaders to CLEAR’s identity solutions and help make healthcare experiences safer and easier. What you'll do: Own pipeline generation across inbound and outbound channels, consistently creating high-quality opportunities for CLEAR’s Healthcare business Prospect and engage healthcare decision-makers through strategic, personalized outreach across email, phone, social selling, and other channels Understand prospective customers, their needs, their challenges, and the healthcare landscape to clearly articulate how CLEAR’s identity solutions can create value Partner closely with Sales and Account Executives to qualify prospects, uncover opportunities, and build pipeline that converts into revenue Collaborate with Marketing, Sales, and Product to sharpen messaging and go-to-market strategies, using data and insights to continuously improve outreach, conversion, and efficiency How you'll measure success: Qualified healthcare pipeline generated and influenced against quarterly targets Achievement of outbound activity, response, meeting conversion, and opportunity generation targets Revenue contribution from sourced opportunities, including pipeline quality, velocity, and conversion to closed-won business

GitRestAIGo
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📍 New York, New York, United States· Full-time
✓ High-confidence listing

$275K – $350K/yr

Quick readStrong listing-quality and freshness signals

CLEAR is building THE secure identity company of the future. Our mission is to make experiences safer and easier—physically and digitally. With more than 43 million Members and a growing network of partners across the world, CLEAR's secure identity platform is transforming the way people live, work, and travel. Whether it’s at the airport, stadium, or throughout your everyday life, CLEAR unlocks the magic of frictionless experiences. The Engineering Manager, CLEAR1 Strategic Partnerships Platform (StratP) is responsible for leading the engineering team that builds partner integrations, healthcare-related workflows, identity and authentication capabilities, and reusable platform improvements that strengthen CLEAR1’s customer offerings. In this role, you’ll drive execution, technical direction, and team development across a high-leverage platform area, turning strategic partner and market needs into scalable, reliable capabilities that improve delivery quality and create long-term business value. What you’ll do: Lead, coach, and develop engineers through hiring, feedback, performance management, and career growth Drive roadmap execution by setting priorities, running strong planning cadences, and delivering against CLEAR1 business commitments Partner across Product, Design, Operations, and Engineering to translate partner and customer needs into scalable platform capabilities Lead delivery across work spanning partner integrations, healthcare-related workflows, identity and authentication capabilities, and reusable platform improvements for CLEAR1 Guide architecture, technical tradeoffs, and dependency management to improve reliability, speed, and long-term platform leverage How you’ll measure success: Improved roadmap predictability and delivery against planned commitments Clearer prioritization and stronger execution across competing demands and shared dependencies Better ownership clarity across partner-facing integrations, identity flows, and customer-facing platf

GitRestAIGo
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📍 New York, New York, United States· Full-time
✓ High-confidence listing

$300K – $350K/yr

Quick readStrong listing-quality and freshness signals

CLEAR is building THE secure identity company of the future. Our mission is to make experiences safer and easier—physically and digitally. With more than 43 million Members and a growing network of partners across the world, CLEAR's secure identity platform is transforming the way people live, work, and travel. Whether it’s at the airport, stadium, or throughout your everyday life, CLEAR unlocks the magic of frictionless experiences. We are seeking a technical, data-driven Product Management leader to own CLEAR's Marketing Technology platform. This role is responsible for the systems, data, and measurement capabilities that power member acquisition from first touch through enrollment. You will own CLEAR's MarTech ecosystem, including attribution and tracking, audience data infrastructure, CRM and lifecycle marketing platforms, and the integrations that connect marketing signals to actionable insights. Partnering closely with Marketing, Engineering, and Data teams, you'll ensure CLEAR has the tools and intelligence needed to scale growth across paid, organic, and partner channels. What You'll Do: Own the vision, roadmap, and performance of CLEAR's MarTech ecosystem, including CRM, audience activation, tracking, attribution, and marketing data infrastructure. Build best-in-class measurement capabilities across paid, organic, and partner channels, creating a trusted source of truth for acquisition performance. Partner with Marketing to improve audience targeting, lifecycle messaging, SEO/SEM performance, and channel optimization. Drive strategy for audience segmentation, activation, suppression, and first-party data utilization using platforms such as Snowflake and Hightouch. Own the digital enrollment experience, ensuring it is optimized for conversion, personalization, and growth. Define success metrics, manage vendor relationships, and prioritize investments that maximize marketing effectiveness and ROI. What We're Looking For: 8+ years of Product Management experie

GitRestAIGo
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📍 New York, New York, United States· Full-time
✓ High-confidence listing

$120K – $150K/yr

Quick readStrong listing-quality and freshness signals

CLEAR is building THE secure identity company of the future. Our mission is to make experiences safer and easier—physically and digitally. With more than 43 million Members and a growing network of partners across the world, CLEAR's secure identity platform is transforming the way people live, work, and travel. Whether it’s at the airport, stadium, or throughout your everyday life, CLEAR unlocks the magic of frictionless experiences. The Manager, Compensation & Equity will lead the day-to-day administration, evolution, and success of CLEAR’s broad-based compensation and equity programs. This highly essential role will partner across People, Finance, Legal, and business leadership to deliver market-competitive, equitable, and scalable programs that support CLEAR’s exciting growth both now and in the future. What you'll do: Lead compensation processes across offers, promotions, job changes, market pricing, and pay recommendations in alignment with CLEAR’s compensation philosophy Effectively translate CLEAR’s compensation philosophy to employees, managers, and leaders, providing clarity and context around compensation programs and pay decisions Own equity administration in partnership with Fidelity, Finance, Legal, and payroll, including grants, vesting transactions, reporting, reconciliations, and employee inquiries Administer our compensation cycles, including promotions, merit increases, bonuses, and equity planning, from design and configuration through audit, execution, and communications Leverage and introduce AI-enabled tools and workflows to improve compensation analysis, market intelligence, process efficiency, and decision-making Maintain Workday compensation configuration and data integrity, including grades, grade profiles, compensation plans, stock value updates, and recurring audits Support compensation training and education by creating clear, accessible resources that help employees, managers, and leaders understand CLEAR’s compensation

GitRestAIGo
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📍 Denver, Colorado, United States· Full-time
✓ High-confidence listing

$120K – $140K/yr

Quick readStrong listing-quality and freshness signals

CLEAR is building THE secure identity company of the future. Our mission is to make experiences safer and easier—physically and digitally. With more than 43 million Members and a growing network of partners across the world, CLEAR's secure identity platform is transforming the way people live, work, and travel. Whether it’s at the airport, stadium, or throughout your everyday life, CLEAR unlocks the magic of frictionless experiences. The Regional People Partner is the key connective tissue between our Airport Operations leaders and their teams. Across your region, you're the person leaders lean on to make good calls, and the person team members know is invested in their success. This role puts you in the middle of it all: coaching station leaders, solving employee relations issues, and building exceptional team member experience that help CLEAR thrive. What you'll do: Be the go-to People Partner for Operations leaders in your region - the person they call when something's tricky, not just when something's already broken. Coach and sharpen station leaders and managers - through training, real feedback, recognition that means something, and just showing up when it counts. Own employee and labor relations across your stations: run investigations, dig into root causes, and land on outcomes that are fair and consistent, working closely with Legal along the way. Turn employee data, survey results, and what you're hearing on the ground into recommendations leaders can actually act on. Partner across People and Operations on the bigger initiatives: onboarding, process fixes, and making sure People practices run the same way at every station. How you'll measure success: Fewer repeat employee relations issues, and faster, smarter resolution when they do come up. Engagement and retention trending up across the airport teams you support. Leaders and managers putting the training and programs you build to real use. People processes running consistently at every sta

GitRestAIGo
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📍 New York, NY, United States· Full-time
✓ High-confidence listing

$435K – $535K/yr

Quick readStrong listing-quality and freshness signals

CLEAR is building THE secure identity company of the future. Our mission is to make experiences safer and easier—physically and digitally. With more than 43 million Members and a growing network of partners across the world, CLEAR's secure identity platform is transforming the way people live, work, and travel. Whether it’s at the airport, stadium, or throughout your everyday life, CLEAR unlocks the magic of frictionless experiences. We are seeking a collaborative, strategic, and execution-focused engineering leader to shape the digital experiences that millions of people have with CLEAR. As a Director of Engineering, you will lead multiple engineering teams responsible for building and scaling our consumer products across the CLEAR mobile app, website, digital enrollment experiences, marketing technology, and Concierge platform. You'll partner closely with Product, Design, Marketing, and business leaders to create intuitive, high-performing experiences that drive acquisition, engagement, conversion, and member satisfaction. The ideal candidate combines strong technical leadership with a deep understanding of consumer product development, building high-performing teams that move quickly while maintaining quality, reliability, and operational excellence. What You'll Do: Lead and grow multiple engineering teams responsible for CLEAR's consumer experiences across mobile, web, marketing technology, and Concierge products. Define and execute the technical strategy for customer-facing applications, ensuring scalable, reliable, and performant experiences that delight millions of members. Partner closely with Product, Design, Marketing, and Business stakeholders to prioritize roadmaps that improve acquisition, conversion, engagement, retention, and member satisfaction. Drive engineering excellence by establishing best practices around architecture, delivery, quality, observability, and operational performance. Build highly collaborative relationships across Engineering, Pro

GitRestAIGo
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Relocation support. Relocation assistance is stated. This does not establish visa sponsorship.
📍 Seattle, Washington, United States· Full-time
✓ High-confidence listingCompany trend -84.1%
Quick readStrong listing-quality and freshness signals

About the Team Our Executive Operations team serves as trusted advisors and collaborators to OpenAI's executives and leaders, focused on strong communication and operational excellence across teams. With a focus on elevating the impact and efficiency of leadership, we anticipate needs, streamline processes, and provide comprehensive support to ensure our executives can focus on high-impact initiatives. We are pivotal in driving success and achieving key milestones by cultivating strong relationships and leveraging our deep understanding of business objectives. With a commitment to excellence and a proactive approach, we are dedicated to empowering our executives and contributing to the overall growth and success of the company. Our leadership team reflects OpenAI’s culture and core values and is a mission-driven, kind, and thoughtful group. We take pride in creating a work environment that fosters collaboration, open communication, and authenticity, making OpenAI an excellent place to work for highly accomplished professionals. About the Role This team member will be a proactive and adaptable partner to leaders, supporting complex calendar and schedule management, expenses, team meetings and events, and travel as needed. The role requires a high level of coordination across internal and external engagements, working closely with other members of Executive Operations. This role is based in Seattle, WA. 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 Manage complex calendars, balancing competing priorities while ensuring leaders’ time is aligned with business needs. Coordinate internal and external meetings, resolve scheduling conflicts, and facilitate effective communication across stakeholders. Plan and manage domestic and international travel, ensuring seamless logistics and execution. Support team operations, including All Hands meetings, offsites, happy hours, and other team even

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📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -73.5%
Quick readStrong listing-quality and freshness signals

We believe that the way people interact with their finances will drastically improve in the next few years. We’re dedicated to empowering this transformation by building the tools and experiences that thousands of developers use to create their own products. Plaid powers the tools millions of people rely on to live a healthier financial life. We work with thousands of companies like Venmo, SoFi, several of the Fortune 500, and many of the largest banks to make it easy for people to connect their financial accounts to the apps and services they want to use. Plaid’s network covers 12,000 financial institutions across the US, Canada, UK and Europe. Founded in 2013, the company is headquartered in San Francisco with offices in New York, Seattle, Washington D.C., Raleigh, London, and Amsterdam. Our Payments Risk team builds and operates decisioning capabilities across Signal and Guarantee. We help customers tune thresholds and rules so they can approve more good transactions while reducing returns. For Guarantee, this work also protects the economics of the risk Plaid underwrites. You will be the technical, customer-facing Payment Risk Consulting Lead for Signal and Guarantee. You will interpret model outputs, diagnose customer performance, and turn that analysis into concrete threshold and rules recommendations. You will own proofs of concept and retros, improve existing integrations, and help the team identify patterns that can be scaled through better processes and product capabilities. Responsibilities Own customer proofs of concept and retros from analysis through recommendations and follow-through. Proactively optimize Signal customers, prioritizing accounts with high return rates. Read model outputs and diagnose the drivers of authorization and return-rate performance. Recommend threshold and rules changes that align with each customer's risk and authorization goals. Help Guarantee customers tune thresholds to achieve target authorization rates while protecting lo

SQLAWSAIGo
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📍 San Francisco, United States· Full-time
✓ High-confidence listingCompany trend -60%

From $158K/yr

Quick readStrong listing-quality and freshness signals

About Mixpanel Mixpanel is the leading product intelligence and analytics platform, trusted by more than 29,000 companies to help understand how people use the products they build. By combining powerful analytics with AI that knows your business, Mixpanel helps teams see what’s working, diagnose what’s not, and decide what to build next. Learn more at mixpanel.com . About the Role Mixpanel's website is the front door to our product and our biggest driver of pipeline — it's the first real experience most prospects have with us. We design, build, and ship it ourselves in Framer, treating it as a living product surface rather than a set of static pages. We're looking for an Interactive Web Designer who lives and breathes this work — someone energized by building, not just designing and handing off. You'll report to our Brand Design Leader, partnering closely with our Staff Interactive Designer and Website Manager, and working cross-functionally with Marketing and other teams to turn strategy into shipped web experiences. The work directly shapes how prospects understand, trust, and convert on Mixpanel — from product storytelling to improving conversion paths. This is a hands-on-role: you should be as comfortable building in Framer as sketching a layout in Figma. Webflow experience translates well — different platform, same muscle of designing and building in one motion. What You'll Do Design and build end-to-end experiences and iterations Design and build pages and components directly in Framer, not just hand off static designs for someone else to implement Bring interaction, motion, and detail to web experiences — micro-interactions, transitions, scroll behavior — that make the site feel considered rather than templated Build and maintain landing pages for campaigns, launches, and regional/ABM needs, working from brand and campaign direction that drives pipeline goals Strengthen our web design system Contribute to and help maintain a component library that lets the te

AWSRestAIGo
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Relocation support. Relocation assistance is stated. This does not establish visa sponsorship.
📍 San Francisco, CA, United States· Full-time· Remote
✓ High-confidence listingCompany trend -86.4%

From $1.2M/yr

Quick readStrong listing-quality and freshness signals

About Pinterest: Millions of people around the world come to our platform to find creative ideas, dream about new possibilities and plan for memories that will last a lifetime. At Pinterest, we’re on a mission to bring everyone the inspiration to create a life they love, and that starts with the people behind the product. Discover a career where you ignite innovation for millions, transform passion into growth opportunities, celebrate each other’s unique experiences and embrace the flexibility to do your best work. Creating a career you love? It’s Possible. At Pinterest, AI isn't just a feature, it's a powerful partner that augments our creativity and amplifies our impact, and we’re looking for candidates who are excited to be a part of that. To get a complete picture of your experience and abilities, we’ll explore your foundational skills and how you collaborate with AI. Through our interview process, what matters most is that you can always explain your approach, showing us not just what you know, but how you think. You can read more about our AI interview philosophy and how we use AI in our recruiting process here . As a Financial Manager focused onTechnology Infrastructure, you will have financial and strategic oversight for managing and optimizing the significant investments Pinterest makes in its technology infrastructure (primarily AWS, our cloud-based computational and storage provider). This is a critical role that sits at the center of how Pinterest executes its technology and innovation strategy. You will play a key role - in partnership with technology infrastructure leadership - in governing our infrastructure investments, managing key vendor relationships (especially AWS) and ensuring we can cost effectively serve Pinners and Advertisers while also enabling future technological innovation … while also being able to allocate and track costs at the appropriate level within the company. These teams and technology service providers are the foundation

AWSRestAIGo
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Relocation support. Relocation assistance is stated. This does not establish visa sponsorship.
📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -84.1%
Quick readStrong listing-quality and freshness signals

About the Team OpenAI’s Hardware organization develops silicon and system-level solutions designed for the unique demands of advanced AI workloads. The team is responsible for building the next generation of AI-native silicon while working closely with software and research partners to co-design hardware tightly integrated with AI models. In addition to delivering production-grade silicon for OpenAI’s supercomputing infrastructure, the team also creates custom design tools and methodologies that accelerate innovation and enable hardware optimized specifically for AI. About the Role We are looking for an experienced Mechanical Engineer with 7+ years of experience in design of IT hardware from chip/package to system levels. You’ll work alongside experts in thermal, mechanical, electrical, software, and systems engineering to support the design, analysis, and validation of mechanical and thermal systems that ensure the reliability, efficiency, and longevity of mission-critical hardware. This position requires strong analytical skills, hands-on testing experience, and the ability to work in a fast-paced, cross-disciplinary environment. 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: Lead mechanical design for AI supercomputer product in the data center application Collaborate with the cross functional team to design and optimize thermal solutions for data center hardware, including chips, power modules, and system-level cooling architectures Collaborate with cross-functional teams to integrate thermal management strategies into hardware design, from concept to mass production Design and validate mechanical systems, including chassis, enclosures, cooling systems, and high-power connections, ensuring alignment with performance and reliability standards. Perform 3D modeling, FEA, tolerance analysis, and prototyping, ensuring manufacturability and a

AWSRestAIRust
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📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -84.1%
Quick readStrong listing-quality and freshness signals

About the Team The GTM Enablement team helps OpenAI’s customer-facing organizations turn rapidly evolving AI capabilities into consistent, high-quality customer outcomes. We build the onboarding, learning experiences, playbooks, and knowledge systems that help teams develop technical depth, stay current, and confidently guide customers through successful AI adoption. About the Role We’re hiring a Field Enablement Lead, Technical Success to design and scale enablement for our rapidly growing technical customer-facing teams. You will own programs spanning onboarding, continuous skill development, technical pitches and demos, and subject-matter-expert knowledge sharing. Working closely with Technical Success leaders, Product Enablement, and technical SMEs, you will turn complex product knowledge and field experience into practical systems that improve readiness, consistency, and the quality of customer interactions and deployments. In this role, you will: Design, implement, and scale comprehensive enablement programs aligned to Technical Success onboarding, role-based skill development, and ongoing readiness needs. Redefine and operate the Subject Matter Expert (SME) program, creating clear pathways for technical experts to share knowledge and raise technical depth and consistency across GTM. Own and proactively maintain a versioned repository of technical pitches, demos, playbooks, and launch-ready assets. Partner with Technical Success leadership, Product Enablement, and product SMEs to identify skill gaps and deliver targeted learning interventions. Capture, vet, organize, and make field- and SME-generated technical content easy to discover, trust, and reuse. You might thrive in this role if you have: 5+ years of experience in technical enablement, solutions engineering, solutions architecture, technical success, or a related role. A proven track record of designing and scaling technical enablement programs in high-growth SaaS or technology environments. Exceptional

AWSRestAIGo
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📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -84.1%
Quick readStrong listing-quality and freshness signals

About the Team The Consumer Devices team at OpenAI builds end-to-end hardware and software systems that bring AI into the physical world. We work at the intersection of custom silicon, embedded systems, operating systems, cloud services, mechanical engineering, electrical engineering, and product design to deliver reliable, production-ready devices at scale. Within Consumer Devices, Hardware Engineering eXperience, or HEX, is a new bootstrapped team building the environments, applications, compute, product-data systems, and workflows that let hardware engineers do their work without needing to troubleshoot the machinery underneath. HEX owns virtual engineering environments, HPC/GPU compute, storage, networking, licensing, MCAD/ECAD/CAE applications, PLM, product data, automation, validation, and support as one connected system. About the Role As a Staff PLM & Engineering Applications Engineer, you will be one of the first technical builders of HEX and the primary counterpart to the HEX lead. You will own the engineering-application and product-data side of the hardware engineering experience, with an initial focus on NX, Teamcenter, licensing, parts import, integrations, packaging, validation, and user workflows. This is not a traditional Teamcenter administration role and not a Corporate IT application-support role. You will take complex, fragile workflows and turn them into reliable engineering systems. This role is highly hands-on and systems-oriented. You will not inherit a mature environment and support queue. You will help build a fresh one, replacing manual setup guides, tribal knowledge, repeated support issues, and team handoffs with tested automation and reliable workflows. In This Role, You Will Own the technical architecture, deployment, configuration, integration, validation, and long-term operation of NX and Teamcenter. Build reliable workflows for parts import, product-data migration, metadata quality, BOMs, revisions, lifecycle states, and releas

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