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It Operations Analyst Jobs

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P
1mo ago

PagerDuty (NYSE:PD) is a leader in Digital Operations Management. In an always-on world, organizations of all sizes trust PagerDuty to help them deliver a perfect digital experience to their customers, every time. Teams use PagerDuty to identify issues and opportunities in real time and bring together the right people to fix problems faster and prevent them in the future. Over 13,000 organizations (including 60 of Fortune 100) rely on PagerDuty to succeed with Digital Transformation, Cloud Migration, and DevOps Modernization. Notable customers include GE, Cisco, Genentech, Electronic Arts, Cox Automotive, Netflix, Shopify, Zoom, DoorDash, Lululemon and more. We are expanding rapidly as a platform for Digital Operations Management using AI/ML and Automation and growing our adoption by Development, IT, Customer Service, Security, and other teams across the organization. PagerDuty is looking for a Machine Learning Engineer who is passionate about collaborating with data scientists, product managers and engineers alike. As part of our team, you will help us accelerate the development and extension of products powered by Gen AI and many other shapes of Machine Learning. You’ll be contributing hands-on to the development of the services and pipelines that enable multiple ML/AI features in our product. You will have the opportunity to collaborate with multiple organizations, taking input and guidance from your senior stakeholders and helping bring our initiatives to reality. You’ll succeed by showcasing excellent capacity to manage time, demonstrating emotional intelligence as you navigate stakeholder relationships, and by continuously improving your technical skill set. Key Responsibilities Build and improve the capabilities that enable and accelerate the production of machine learning (ML) and generative AI (genAI) based solutions Partner with data scientists, effectively sharing engineering context and collaborating to support larger initiatives Incorporate the best ava

pythonawskubernetes
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Pagerduty
📍 Remote (USA)• Full-time• Remote
1mo ago

PagerDuty (NYSE:PD) is a leader in Digital Operations Management. In an always-on world, organizations of all sizes trust PagerDuty to help them deliver a perfect digital experience to their customers, every time. Teams use PagerDuty to identify issues and opportunities in real time and bring together the right people to fix problems faster and prevent them in the future. Over 13,000 organizations (including 60 of Fortune 100) rely on PagerDuty to succeed with Digital Transformation, Cloud Migration, and DevOps Modernization. Notable customers include GE, Cisco, Genentech, Electronic Arts, Cox Automotive, Netflix, Shopify, Zoom, DoorDash, Lululemon and more. We are expanding rapidly as a platform for Digital Operations Management using AI/ML and Automation and growing our adoption by Development, IT, Customer Service, Security, and other teams across the organization. PagerDuty is seeking a Principal Solutions Consultant to join our talented, customer-focused team! You will be a key strategic leader and the "technical face" of PagerDuty across the US region. This is a high-impact role that sits at the intersection of Sales, Product, and Engineering. You won’t just be selling a platform; you will be partnering with CTOs, CIOs, and VPs of Engineering at the US’s most influential enterprises to redefine how they manage digital operations, resilience, and automation. You will act as a bridge between our customers’ long-term strategic needs and PagerDuty’s product roadmap. You will spend your time evangelizing the PagerDuty Operations Cloud, mentoring our high-performing technical sales teams, and acting as a trusted advisor to the C-suite on topics ranging from AIOps and SRE maturity to digital transformation and cloud migration. Key Responsibilities Act as a peer and advisor to customer CTOs and CIOs, helping them navigate complex digital transformations and operationalizing the PagerDuty Operations Cloud within their organizations. Represent PagerDuty as a thought lea

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PagerDuty (NYSE:PD) is a leader in Digital Operations Management. In an always-on world, organizations of all sizes trust PagerDuty to help them deliver a perfect digital experience to their customers, every time. Teams use PagerDuty to identify issues and opportunities in real time and bring together the right people to fix problems faster and prevent them in the future. Over 13,000 organizations (including 60 of Fortune 100) rely on PagerDuty to succeed with Digital Transformation, Cloud Migration, and DevOps Modernization. Notable customers include GE, Cisco, Genentech, Electronic Arts, Cox Automotive, Netflix, Shopify, Zoom, DoorDash, Lululemon and more. We are expanding rapidly as a platform for Digital Operations Management using AI/ML and Automation and growing our adoption by Development, IT, Customer Service, Security, and other teams across the organization. Overview Of The Role PagerDuty is seeking a Business Development Representative to join our diverse, customer-focused team! As Business Development Representative, you will report to a Manager of Sales Development and as part of a dynamic team, you'll collaborate closely with our talented Account Executives, fuelling their pipelines with promising leads and conquering territories together. Imagine the thrill of diving into the heart of the sales cycle, exploring every aspect and seizing captivating opportunities. With our fast-paced, high-volume environment, your energy will soar, and your organisational skills will shine like never before. Get ready for an exhilarating adventure as a member of the PagerDuty Business Development team! You'll be at the forefront of our Sales department, representing the prestigious PagerDuty brand and serving as the initial point of contact for our target accounts. Your role will be to ignite their interest through a modern approach to outbound prospecting, nurturing, educating and captivating them with the incredible value of PagerDuty This isn't just a job—it's

awsgitrest
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P
Pagerduty
📍 Lisbon• Full-time
1mo ago

PagerDuty (NYSE:PD) is a leader in Digital Operations Management. In an always-on world, organizations of all sizes trust PagerDuty to help them deliver a perfect digital experience to their customers, every time. Teams use PagerDuty to identify issues and opportunities in real time and bring together the right people to fix problems faster and prevent them in the future. Over 13,000 organizations (including 60 of Fortune 100) rely on PagerDuty to succeed with Digital Transformation, Cloud Migration, and DevOps Modernization. Notable customers include GE, Cisco, Genentech, Electronic Arts, Cox Automotive, Netflix, Shopify, Zoom, DoorDash, Lululemon and more. We are expanding rapidly as a platform for Digital Operations Management using AI/ML and Automation and growing our adoption by Development, IT, Customer Service, Security, and other teams across the organization. About the role PagerDuty’s Operations Cloud runs on a platform that ingests billions of signals and turns them into real-time action for thousands of customers. We’re looking for a Senior AI/ML Engineer who lives at the intersection of two disciplines: large-scale distributed systems and applied AI. In this role you will design and ship AI systems that run in production at PagerDuty’s scale — powering Incident Management AI Agents, event intelligence, and the LLM-powered capabilities embedded across our platform. You’ll own the full lifecycle, from framing the problem to serving reliably at scale. We are looking for a candidate who is genuinely passionate about building with modern AI — LLMs, agents, and retrieval — but grounded in the realities of building resilient, high-throughput systems. What you’ll do Design and build AI-powered features — LLM agents, retrieval, and event intelligence — that operate on high-volume, real-time event streams, from problem framing through production deployment and monitoring. Architect and own the systems behind them: agent and prompt orchestration, retrieval pipelin

awsazuregcp
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Pagerduty
📍 Lisbon• Full-time
1mo ago

PagerDuty (NYSE:PD) is a leader in Digital Operations Management. In an always-on world, organizations of all sizes trust PagerDuty to help them deliver a perfect digital experience to their customers, every time. Teams use PagerDuty to identify issues and opportunities in real time and bring together the right people to fix problems faster and prevent them in the future. Over 13,000 organizations (including 60 of Fortune 100) rely on PagerDuty to succeed with Digital Transformation, Cloud Migration, and DevOps Modernization. Notable customers include GE, Cisco, Genentech, Electronic Arts, Cox Automotive, Netflix, Shopify, Zoom, DoorDash, Lululemon and more. We are expanding rapidly as a platform for Digital Operations Management using AI/ML and Automation and growing our adoption by Development, IT, Customer Service, Security, and other teams across the organization. About the role PagerDuty’s Operations Cloud runs on a platform that ingests billions of signals and turns them into real-time action for thousands of customers. We’re looking for an early-career AI/ML Engineer who is excited to grow at the intersection of two disciplines: large-scale distributed systems and machine learning. In this role you will help build and ship AI systems that run in production at PagerDuty’s scale — powering Incident Management AI Agents, event intelligence, and the LLM-powered capabilities embedded across our platform. You’ll work alongside senior engineers on real production problems, learning how AI features go from a prototype to something that serves reliably at scale. We are looking for a candidate who is genuinely excited about building with modern AI — LLMs, agents, and retrieval — eager to learn how resilient, high-throughput systems are built, and motivated to grow into an engineer who is strong in both. What you’ll do Contribute to AI-powered features — LLM agents, retrieval, and event intelligence — that operate on high-volume, real-time data, with support and guidanc

awsazuregcp
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Pagerduty
📍 Atlanta• Full-time• $201K – $303.6K/yr
1mo ago

PagerDuty (NYSE:PD) is a leader in Digital Operations Management. In an always-on world, organizations of all sizes trust PagerDuty to help them deliver a perfect digital experience to their customers, every time. Teams use PagerDuty to identify issues and opportunities in real time and bring together the right people to fix problems faster and prevent them in the future. Over 13,000 organizations (including 60 of Fortune 100) rely on PagerDuty to succeed with Digital Transformation, Cloud Migration, and DevOps Modernization. Notable customers include GE, Cisco, Genentech, Electronic Arts, Cox Automotive, Netflix, Shopify, Zoom, DoorDash, Lululemon and more. We are expanding rapidly as a platform for Digital Operations Management using AI/ML and Automation and growing our adoption by Development, IT, Customer Service, Security, and other teams across the organization. Senior Product Manager for AI and Automation PagerDuty is redefining how modern engineering and operations teams work. PagerDuty’s Automation Platform includes Workflows, Actions, Connectors, and a growing agentic layer built on Skills and Tools. This is the backbone of how teams eliminate toil, respond to incidents autonomously, and ultimately enable AI-native SRE agents. As Senior Product Manager for AI and Automation, you will own product strategy and execution across our Operations Cloud SaaS and on-premises automation products and lead the roadmap for the agentic automation experience we’re building for autonomous SRE agents. This is a high-visibility, high impact role that sits at the intersection of developer tooling, enterprise operations, and frontier AI product design. You will report directly to the Senior Director of Product Management for the AI & Automation group and will partner tightly with engineering, design, GTM, and enterprise customers. Key Responsibilities Define and drive the multi-year roadmap for Workflows and Actions, covering both cloud-delivered SaaS and on-p

awskubernetesgit
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PagerDuty (NYSE:PD) is a leader in Digital Operations Management. In an always-on world, organizations of all sizes trust PagerDuty to help them deliver a perfect digital experience to their customers, every time. Teams use PagerDuty to identify issues and opportunities in real time and bring together the right people to fix problems faster and prevent them in the future. Over 13,000 organizations (including 60 of Fortune 100) rely on PagerDuty to succeed with Digital Transformation, Cloud Migration, and DevOps Modernization. Notable customers include GE, Cisco, Genentech, Electronic Arts, Cox Automotive, Netflix, Shopify, Zoom, DoorDash, Lululemon and more. We are expanding rapidly as a platform for Digital Operations Management using AI/ML and Automation and growing our adoption by Development, IT, Customer Service, Security, and other teams across the organization. Overview Of The Role PagerDuty is seeking a Business Development Representative to join our diverse, customer-focused team! As Business Development Representative, you will report to a Manager of Sales Development and as part of a dynamic team, you'll collaborate closely with our talented Account Executives, fueling their pipelines with promising leads and conquering territories together. Imagine the thrill of diving into the heart of the sales cycle, exploring every aspect and seizing captivating opportunities. With our fast-paced, high-volume environment, your energy will soar, and your organizational skills will shine like never before. Get ready for an exhilarating adventure as a member of the PagerDuty Business Development team! You'll be at the forefront of our Sales department, representing the prestigious PagerDuty brand and serving as the initial point of contact for our target accounts. Your role will be to ignite their interest through a modern approach to outbound prospecting, nurturing, educating and captivating them with the incredible value of PagerDuty This isn't jus

awsgitrest
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P
Pagerduty
📍 Toronto• Full-time• $156K – $236K/yr
1mo ago

PagerDuty (NYSE:PD) is a leader in Digital Operations Management. In an always-on world, organizations of all sizes trust PagerDuty to help them deliver a perfect digital experience to their customers, every time. Teams use PagerDuty to identify issues and opportunities in real time and bring together the right people to fix problems faster and prevent them in the future. Over 13,000 organizations (including 60 of Fortune 100) rely on PagerDuty to succeed with Digital Transformation, Cloud Migration, and DevOps Modernization. Notable customers include GE, Cisco, Genentech, Electronic Arts, Cox Automotive, Netflix, Shopify, Zoom, DoorDash, Lululemon and more. We are expanding rapidly as a platform for Digital Operations Management using AI/ML and Automation and growing our adoption by Development, IT, Customer Service, Security, and other teams across the organization. Senior Product Manager for AI and Automation PagerDuty is redefining how modern engineering and operations teams work. PagerDuty’s Automation Platform includes Workflows, Actions, Connectors, and a growing agentic layer built on Skills and Tools. This is the backbone of how teams eliminate toil, respond to incidents autonomously, and ultimately enable AI-native SRE agents. As Senior Product Manager for AI and Automation, you will own product strategy and execution across our Operations Cloud SaaS and on-premises automation products and lead the roadmap for the agentic automation experience we’re building for autonomous SRE agents. This is a high-visibility, high impact role that sits at the intersection of developer tooling, enterprise operations, and frontier AI product design. You will report directly to the Senior Director of Product Management for the AI & Automation group and will partner tightly with engineering, design, GTM, and enterprise customers. Key Responsibilities Define and drive the multi-year roadmap for Workflows and Actions, covering both cloud-delivered SaaS and on-p

awskubernetesgit
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P
Pagerduty
📍 San Francisco• Full-time
1mo ago

PagerDuty (NYSE:PD) is a leader in Digital Operations Management. In an always-on world, organizations of all sizes trust PagerDuty to help them deliver a perfect digital experience to their customers, every time. Teams use PagerDuty to identify issues and opportunities in real time and bring together the right people to fix problems faster and prevent them in the future. Over 13,000 organizations (including 60 of Fortune 100) rely on PagerDuty to succeed with Digital Transformation, Cloud Migration, and DevOps Modernization. Notable customers include GE, Cisco, Genentech, Electronic Arts, Cox Automotive, Netflix, Shopify, Zoom, DoorDash, Lululemon and more. We are expanding rapidly as a platform for Digital Operations Management using AI/ML and Automation and growing our adoption by Development, IT, Customer Service, Security, and other teams across the organization. We are seeking a Head of Content Marketing (Contractor) to drive our content strategy and production across the organization. Reporting to the Chief Communications Officer, this contractor will serve as the connective tissue between Communications, Marketing, Product Marketing and Performance Marketing — translating business and product priorities into a steady pipeline of high-quality content across formats, and using data to continuously sharpen what we produce and where we distribute it. This is an opportunity for a versatile writer-strategist who is equally comfortable drafting a punchy ad headline and structuring a 20-page whitepaper, and who wants to own both the craft of content and the numbers behind its performance. The Head of Content Marketing will be a key driver in developing and executing our content strategy. You will lead a team of agency content creators, collaborate with cross-functional teams, and leverage your creative vision to produce engaging and informative content that resonates with our target audience. What You’ll Do Write, edit, and manage the production of ebooks

awsgitrest
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P
1mo ago

PagerDuty (NYSE:PD) is a leader in Digital Operations Management. In an always-on world, organizations of all sizes trust PagerDuty to help them deliver a perfect digital experience to their customers, every time. Teams use PagerDuty to identify issues and opportunities in real time and bring together the right people to fix problems faster and prevent them in the future. Over 13,000 organizations (including 60 of Fortune 100) rely on PagerDuty to succeed with Digital Transformation, Cloud Migration, and DevOps Modernization. Notable customers include GE, Cisco, Genentech, Electronic Arts, Cox Automotive, Netflix, Shopify, Zoom, DoorDash, Lululemon and more. We are expanding rapidly as a platform for Digital Operations Management using AI/ML and Automation and growing our adoption by Development, IT, Customer Service, Security, and other teams across the organization. PagerDuty is seeking an Account Executive (AE) to join our high-performing, customer-focused team! As an Account Executive, you will drive growth and expansion within an established customer portfolio, and territory, combining strategic account management with consultative enterprise selling. You’ll partner with C-level executives and key stakeholders to deliver measurable outcomes through Operations Cloud conversions and multi-product adoption. This is an exciting opportunity to shape the customer’s journey, close high-value deals, and accelerate PagerDuty’s growth in the enterprise market. The ideal candidate is a relationship-driven sales professional who thrives in complex deal cycles, excels at executive engagement, and is passionate about delivering customer impact through innovative SaaS solutions. KEY RESPONSIBILITIES Own and grow a defined set of enterprise accounts by driving upsell, cross-sell, and expansion opportunities. Build and maintain trusted executive relationships through regular in-person engagement and consultative selling. Develop and execute strategic account plans to identify g

awsgitrest
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P
1mo ago

PagerDuty (NYSE:PD) is a leader in Digital Operations Management. In an always-on world, organizations of all sizes trust PagerDuty to help them deliver a perfect digital experience to their customers, every time. Teams use PagerDuty to identify issues and opportunities in real time and bring together the right people to fix problems faster and prevent them in the future. Over 13,000 organizations (including 60 of Fortune 100) rely on PagerDuty to succeed with Digital Transformation, Cloud Migration, and DevOps Modernization. Notable customers include GE, Cisco, Genentech, Electronic Arts, Cox Automotive, Netflix, Shopify, Zoom, DoorDash, Lululemon and more. We are expanding rapidly as a platform for Digital Operations Management using AI/ML and Automation and growing our adoption by Development, IT, Customer Service, Security, and other teams across the organization. Overview Of The Role PagerDuty is seeking a Business Development Representative to join our diverse, customer-focused team! As Business Development Representative, you will report to a Manager of Sales Development and as part of a dynamic team, you'll collaborate closely with our talented Account Executives, fueling their pipelines with promising leads and conquering territories together. Imagine the thrill of diving into the heart of the sales cycle, exploring every aspect and seizing captivating opportunities. With our fast-paced, high-volume environment, your energy will soar, and your organizational skills will shine like never before. Get ready for an exhilarating adventure as a member of the PagerDuty Business Development team! You'll be at the forefront of our Sales department, representing the prestigious PagerDuty brand and serving as the initial point of contact for our target accounts. Your role will be to ignite their interest through a modern approach to outbound prospecting, nurturing, educating and captivating them with the incredible value of PagerDuty This isn't jus

awsgitrest
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P
Pagerduty
📍 (USA)• Full-time• Remote
1mo ago

PagerDuty (NYSE:PD) is a leader in Digital Operations Management. In an always-on world, organizations of all sizes trust PagerDuty to help them deliver a perfect digital experience to their customers, every time. Teams use PagerDuty to identify issues and opportunities in real time and bring together the right people to fix problems faster and prevent them in the future. Over 13,000 organizations (including 60 of Fortune 100) rely on PagerDuty to succeed with Digital Transformation, Cloud Migration, and DevOps Modernization. Notable customers include GE, Cisco, Genentech, Electronic Arts, Cox Automotive, Netflix, Shopify, Zoom, DoorDash, Lululemon and more. We are expanding rapidly as a platform for Digital Operations Management using AI/ML and Automation and growing our adoption by Development, IT, Customer Service, Security, and other teams across the organization. PagerDuty is seeking an Account Manager to join our diverse, customer-focused team! As an Account Manager, you will serve as the primary point of contact for a portfolio of existing SaaS customers, partnering closely with cross-functional teams to deliver exceptional customer outcomes. You will maintain and grow customer relationships, drive product adoption, manage renewals, and identify strategic expansion opportunities that deliver measurable business value. This is an exciting opportunity to blend customer success and sales expertise to help customers realize the full potential of PagerDuty’s platform while driving revenue growth. The ideal candidate is a proactive relationship builder with strong commercial acumen, a passion for data-driven customer management, and experience with SaaS products and AI-driven insights. KEY RESPONSIBILITIES Own a portfolio of existing customers to ensure adoption, value realization, and retention. Develop and execute account plans that drive renewals, mitigate churn risk, and uncover expansion opportunities. Present and negotiate renewal proposals, structure multi-y

REMOTEawsgitrest
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P
Pagerduty
📍 (USA)• Full-time• Remote
1mo ago

PagerDuty (NYSE:PD) is a leader in Digital Operations Management. In an always-on world, organizations of all sizes trust PagerDuty to help them deliver a perfect digital experience to their customers, every time. Teams use PagerDuty to identify issues and opportunities in real time and bring together the right people to fix problems faster and prevent them in the future. Over 13,000 organizations (including 60 of Fortune 100) rely on PagerDuty to succeed with Digital Transformation, Cloud Migration, and DevOps Modernization. Notable customers include GE, Cisco, Genentech, Electronic Arts, Cox Automotive, Netflix, Shopify, Zoom, DoorDash, Lululemon and more. We are expanding rapidly as a platform for Digital Operations Management using AI/ML and Automation and growing our adoption by Development, IT, Customer Service, Security, and other teams across the organization. PagerDuty is seeking a Territory Executive (TE) to join our dynamic, customer-focused team! As a Territory Executive, you will own a defined territory of mid-sized customer accounts with significant expansion potential. You will combine strategic account management with consultative selling to drive growth, deepen executive relationships, and expand adoption of PagerDuty’s Operations Cloud. This is an exciting opportunity to accelerate PagerDuty’s footprint in high-growth accounts by engaging directly with C-level stakeholders and delivering measurable business outcomes. The ideal candidate is a strategic seller who thrives in fast-paced environments, excels at executive engagement, and has a proven track record of driving multi-product growth within existing customer portfolios. KEY RESPONSIBILITIES Drive growth within a defined territory by expanding revenue in existing mid-sized accounts through upsell and cross-sell motions. Build and sustain relationships with C-level executives and key decision-makers through consultative, in-person engagement. Develop and execute territory and account plans that

REMOTEawsgitrest
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A
Asana
📍 Warsaw• Full-time• $249.6K – $275.8K/yr
1mo ago

Asana is looking for an experienced Audio Visual Engineer to join our IT Team and help manage AV and event operations across our worldwide offices. Based in our Warsaw office, you will primarily support our conference rooms throughout the EMEA region and oversee team/regional AV events. This role will be focused on keeping 100+ Zoom Rooms throughout Europe and APAC fully operational, while being available to assist in customer-facing events, Team All Hands, Regional syncs, and traveling for senior leadership AV needs. You ask questions and confidently admit when you don't have all the answers. You enjoy collaborating with others rather than working in isolation, but can work independently when necessary. While you are precise and detail-oriented, you can also think creatively and push boundaries when necessary. In addition to your proven success, you have a passion for technology and share our belief that hard work and fun are equally important. This role is based in our Warsaw office with an office-centric schedule. The current expectation is to be in the office 5 days a week for this position. Many Asana employees have the option of 1 or 2 work-from-home days a week, but these are critical times for testing, maintenance, and repairs. If you're interviewing for this role, your recruiter will share more about the in-office requirements. What you’ll achieve Collaborate with stakeholders to ensure specific needs for event technology. Perform daily checks of conference rooms and presentation spaces to ensure full functionality. Operate a wide range of A/V equipment ( Zoom, Crestron, QSYS, Logitech, Neat) Plan and support events ranging from 300+ person internal/external events to small team meetings. Edit videos using Adobe Creative Suite and assist in maintaining a living video library. Troubleshoot A/V and network-related issues affecting event setups and performance. Maintain detailed technical documentation, including runbooks and troubleshooting guides

gitrestai
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O
OpenAI
📍 San Francisco• Full-time
1mo ago

About the Team OpenAI’s Central Procurement – Hardware Operations team is building scalable, AI-enabled operating foundations for a rapidly growing hardware footprint. We help the business move quickly while maintaining the data quality and controls needed to manage financial and operational risk responsibly. As OpenAI scales across R&D, new-product introduction, manufacturing, and third-party custody models, we are building the foundations to absorb complexity without adding unnecessary friction. That means establishing practical standards, strengthening discipline where it matters, using AI thoughtfully, and continuously improving how teams manage hardware operations. About the Role We are hiring an Asset Compliance Program Lead to establish the cross-business framework that gives OpenAI reliable lifecycle visibility over hardware-related financial assets and capital equipment. You will define the controls, systems roadmap, and evidence practices needed to manage those assets within OpenAI’s financial-control scope. This is a senior individual-contributor role in Central Procurement – Hardware Operations within Finance. Distinct from sourcing and transaction execution, you will partner with hardware business units, Accounting, Financial Risk Management, Procurement, contract manufacturers, and other third-party custodians to deploy practical operating mechanisms. These mechanisms will connect how assets are purchased, built, received, moved, held, verified, and retired with the ownership, data, reporting, and evidence needed for financial governance. The role covers those assets regardless of location or custody, including manufacturing equipment and tooling, supplier- and contract-manufacturer-held assets, leased assets, and other third-party-held equipment. You will stay close to the operational details—how assets move, where records diverge, which controls are not working, and where evidence is incomplete—and use that view to strengthen processes, accountab

awsrestai
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