Jobs in United States

It Audiovisual Operations Engineer in United States

2,670 active opportunities · Updated October 2026

Explore current it audiovisual operations engineer jobs across United States. Filter by work mode, employment type, experience, department, date posted and distance.

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📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -97.9%

From $115K/yr

Quick readStrong listing-quality and freshness signals

GitLab is the intelligent orchestration platform for DevSecOps. GitLab enables organizations to increase developer productivity, improve operational efficiency, reduce security and compliance risk, and accelerate digital transformation. More than 50 million registered users and more than 50% of the Fortune 100* trust GitLab to ship better, more secure software faster. The same principles built into our products are reflected in how our team works: we embrace AI as a core productivity multiplier, with all team members expected to incorporate AI into their daily workflows to drive efficiency, innovation, and impact. GitLab is where careers accelerate, innovation flourishes, and every voice is valued. Our high-performance culture is driven by our values and continuous knowledge exchange, enabling our team members to reach their full potential while collaborating with industry leaders to solve complex problems. Co-create the future with us as we build technology that transforms how the world develops software. * Fortune 500® is a registered trademark of Fortune Media IP Limited, used under license. Claim based on GitLab data. Fortune 100 refers to the top 20% ranked companies in the 2025 Fortune 500 list, published in June 2025. Fortune and Fortune Media IP Limited are not affiliated with, and do not endorse products or services of GitLab. An overview of this role As the Manager, IT SOX PMO, you'll own information technology (IT)-specific Sarbanes-Oxley (SOX) compliance activities and serve as a subject matter expert for IT general controls (ITGCs) and IT application controls (ITACs). You will be an individual contributor, reporting to the Senior Director, SOX PMO Leader within the Chief Accounting Officer's organization, you'll directly support the Senior Manager, IT SOX PMO in strengthening GitLab's IT SOX program, preparing new and changing processes and systems for SOX requirements, and advancing automation in a high-growth technology environment. You'll combin

GitRestAIGo
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📍 New York, New York, United States· Full-time
✓ High-confidence listingCompany trend -84.7%

From $116K/yr

Quick readStrong listing-quality and freshness signals

We're looking for someone to join the Datadog Procurement team and help expand the Strategic Sourcing group. Make an impact by being a trusted subject matter expert in several buying categories and continuing to prove the value that Strategic Sourcing brings to the organization. At Datadog, we place value in our office culture - the relationships and collaboration it builds and the creativity it brings to the table. We operate as a hybrid workplace to ensure our Datadogs can create a work-life harmony that best fits them. What You'll Do: Lead strategic sourcing for enterprise SaaS and IT categories - owning net-new purchases and complex, high-spend renewals through a documented, collaborative evaluation process, with action plans built well ahead of renewal dates. Own software license and subscription strategy, right-sizing entitlements, minimizing shelfware, and replacing last-minute buying with forward-looking renewal and demand planning. Lead the IT hardware procurement team responsible for purchasing, sourcing, and replenishment (laptops, peripherals, networking, office AV), balancing demand with headcount and multi-region growth while leveraging OEM/distributor relationships and buying scale. Lead the transformation of IT Procurement (hardware and SaaS licenses) from transactional to strategic - standardizing processes, introducing supplier-management discipline, and establishing operational metrics and KPIs. Develop strong, trusted relationships with stakeholders and collaborate on strategizing the purchase plan, negotiating pricing and other business terms with vendors on net-new purchases and complex, high-spend renewals, partnering cross-functionally with Procurement Operations, Legal, Security, IT, and Office Operations to ensure compliant, scalable execution. Create pricing models based on vendor proposals to quantify various buying scenarios related to our future growth and current demand Manage and develop a direct report, with

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📍 San Francisco, California, United States· Full-time
✓ Quality checkedCompany trend -80.2%

About the Team The B2B Marketing team contributes to OpenAI's broader mission of ensuring responsible and widespread adoption of artificial intelligence. We are responsible for developing and executing strategies that drive awareness, engagement, and usage for OpenAI's products and platform. We take a data-driven approach to understand our customers' needs and challenges, ensuring that their voices are reflected in product development and messaging. We then partner closely with Product, Engineering, Growth, Sales, Research, Comms, and Design teams to create a cohesive customer experience across all our channels. About the Role We're looking for an enterprise Product Marketing Manager to own the administrator and governance experience across ChatGPT Work and Codex. IT administrators, security teams, and deployment owners are often the difference between an AI product being available and an organization actually putting it to work. This role will define how OpenAI earns the trust of the people responsible for approving, deploying, managing, and expanding AI inside their organizations. You will translate a fast-moving set of enterprise capabilities into a clear, practical story covering setup, access, controls, governance, security, usage, and value. You will own the administrator audience as a dedicated product marketing discipline, partnering closely with Product, Security, Sales, Customer Success, Growth, Customer Education, and other Marketing teams. Your job is not simply to announce new features. It is to help administrators understand what has changed, what they can control, how to deploy responsibly, and why expanding access is the right decision for their organization. In this role, you will: Own the IT administrator and governance audience: Build a deep understanding of the needs, decisions, objections, and workflows of workspace administrators, IT leaders, security teams, and enterprise deployment owners. Define the enterprise administration and governance s

AWSRestAIGo
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📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -86%

$185K – $220K/yr

Quick readStrong listing-quality and freshness signals

Who We Are Notion is the collaborative AI workspace where teams and agents think together . We're building one place where your knowledge, projects, meetings, and AI tools live side by side, so work is faster, clearer, and less fragmented. Millions of individuals, small teams, and large companies run their work on Notion. Notinos (our employees) are customer zero in bringing this future of work to life. We care about craft, building things that last, and the belief that great work is still fundamentally human. Our goal isn’t to ship the next feature. Each and every team of Notinos is working to set the standard for how humans work together in the AI era. From building a business’s system of record to making and managing AI agents to automating away the busy work, we care deeply about giving our customers more time for their life’s work. About the Role: We are seeking a strategic and technically fluent Lead, IT Audit to join our Finance team reporting to the Head of Internal Audit. This is a broad, high-impact role spanning both IT SOX compliance and operational IT audits. You will help establish and elevate our technology controls program end to end — owning the IT SOX lifecycle, designing the IT general and application controls framework, embedding AI and automation into how we test and monitor controls, and delivering value-added operational IT and cybersecurity audits that strengthen how the company builds and runs its systems. You will partner with leaders across Engineering, Security, IT, Finance, and the business to ensure sound technology controls are built into how the company operates as we scale. This role is ideal for someone who thinks like a builder, not just an auditor — someone who can translate complex control and security requirements into practical, scalable processes in a fast-moving SaaS environment with modern cloud architecture and complex data flows. This role can be based in either San Francisco or New York City. We work from our offices on M

AWSAzureGCPCI/CD
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📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -80.2%
Quick readStrong listing-quality and freshness signals

About the Team Employee Tech & Experience (ETX) helps people at OpenAI do their most ambitious work. Across Helpdesk, Executive Support, Systems Operations, Logistics and AV, we make technology simple, reliable and secure. Employee needs guide what we build, improve and choose to eliminate. About the Role Reporting to the Head of Global IT, you’ll lead ETX globally, building on the team’s capabilities and customer-zero work to continually advance the employee experience. You’ll shape ETX’s strategy, investment priorities and operating model in partnership with leadership across the company, turning new capabilities into measurable amplification. You’ll develop leaders and strengthen teams where people feel valued, own meaningful work and enjoy working together. This role is based at our San Francisco headquarters and requires an in-office presence. In this role, you will: Lead the next stage of ETX’s global growth across Helpdesk, SysOps, Logistics and AV, with a shared strategy and accountability for employee outcomes. Continually elevate the employee experience through research and design, directing investment to simplify entire user journeys, remove unnecessary effort and amplify what employees can accomplish. Accelerate ETX’s agent-led and customer-zero work as capabilities advance: continually challenge which workflows need to exist, extend what agents can own end to end and evolve the operating model to deliver measurable amplification. Develop leaders who earn trust, grow others and sustain an environment where people feel valued, take pride in their work and enjoy working together. Give people meaningful ownership and opportunities to stretch and grow, with clear priorities and sustainable workloads. Scale global services to support company growth, with clear commitments to reliability, security, responsiveness, and effective controls. Measure performance through employee effort, service quality, and time to resolution. Shape priorities and investment wi

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

From $124K/yr

Quick readStrong listing-quality and freshness signals

Zscaler (NASDAQ: ZS) accelerates digital transformation so customers can be more agile, efficient, resilient, and secure. The Zscaler Zero Trust Exchange™️ platform protects thousands of customers from cyberattacks and data loss by securely connecting users, devices, and applications in any location. Distributed across 160+ public exchanges globally and thousands of private exchanges at the edge, the SASE-based Zero Trust Exchange is the world’s largest in-line cloud security platform. We believe the future of work is Human + AI and are building an AI-native enterprise where human potential is amplified by machine intelligence to solve the world’s hardest security challenges. Driven by deep customer obsession, we are committed to the mission, outcome, and to each other. We bring these commitments to life through three core behaviors: ownership and collaboration, trust through outcomes and impact, and a challenge culture with ongoing feedback. Ready to make an impact at the company pioneering security transformation in the AI era? Join us at Zscaler. Role We are looking for a Senior Enterprise Applications Administrator to join our team. This is a hybrid role in San Jose, CA or Remote in Denver, CO, reporting to the Collaboration Solutions Manager in the IT Digital Employee Experience department. In this position, you will support and assist in driving the visionary innovation of Zscaler over the next decade, shaping the future of our technology across collaboration applications and the emerging AI space. You will work closely with support and executive support teams while leading a team to deliver cutting-edge services into both enterprise and FedRAMP environments. What you’ll do (Role Expectations) Develop and articulate the strategic vision for Google Workspace and MS365, aligning with organizational goals and industry best practices, while collaborating with our compliance team on FedRAMP compliance Lead the design, implementation, and optimization of Goog

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📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -85.5%

From $130K/yr

Quick readStrong listing-quality and freshness signals

About Flexport: At Flexport, we believe global trade can move the human race forward. That’s why it’s our mission to make global commerce so easy there will be more of it. We’re shaping the future of a $10T industry with solutions powered by innovative technology and exceptional people. Today, companies of all sizes—from emerging brands to Fortune 500s—use Flexport technology to move more than $19B of merchandise across 112 countries a year. The recent global supply chain crisis has put Flexport center stage as we continue to play a pivotal role in how goods move around the world. We are proud to have the support of the best investors in the game who believe in our mission, solutions and people. Ready to tackle global challenges that impact business, society, and the environment? Come join us. The Opportunity: Flexport IT is looking for a Senior Systems Engineer (Identity & Access) . In this role, you will design, implement, and administer our Identity and Access Management (IAM) solutions to ensure secure, efficient user lifecycle management. While you are our resident Okta expert, you are also a high-level IT generalist. You will oversee our broader SaaS ecosystem (Google Workspace, Slack, Jira) and endpoint management infrastructure (Jamf, Intune). Your expertise will drive automation, protect sensitive data, mitigate security risks, and maintain compliance in a heavily regulated industry. You will continually strive towards automation of toil. If you are still manually doing the same operational tasks 18 months from now, something has gone wrong. Flexport’s book of business is growing fast, but the promise of technology is that we can grow our business faster than our headcount. The automation you build will be a key factor in that effort. You Will IAM Architecture: Design, implement, and maintain the end-to-end lifecycle of Identity and Access Management platforms. Okta & Directory Trust: Administer Okta, directory services, Multi-Fact

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📍 United States· Full-time
✓ High-confidence listingCompany trend -100%

From $154K/yr

Quick readStrong listing-quality and freshness signals

Location Details: At GoDaddy the future of work looks different for each team. Some teams work in the office full-time; others have a hybrid arrangement (they work remotely some days and in the office some days) and some work entirely remotely.​ This is a remote position, so you’ll be working remotely from your home. You may occasionally visit a GoDaddy office to meet with your team for events or meetings. Join Our Team GoDaddy's Global Storage Engineering team operates one of the largest Ceph environments in the world, delivering the object, block, and file storage platforms that power GoDaddy's hosting infrastructure, internal services, OpenStack environments, and next-generation AI/HPC workloads. If you're passionate about distributed systems, storage architecture, and solving failure scenarios at massive scale, this is an opportunity to work on infrastructure few engineers will experience in their careers. Ceph is a strategic platform at GoDaddy — not an ancillary service. Our global footprint includes 80+ production clusters, 20,000+ OSDs, 1,830 storage nodes, 300 PB of raw capacity, and 69 billion objects spanning five datacenters across three continents. The platform supports RBD, RGW (S3/Swift), and CephFS workloads through more than 1,550 pools, 574,000 placement groups, and 900+ MDS daemons, creating engineering challenges that demand deep expertise in storage architecture, data durability, performance optimization, automation, and observability. As a Lead Senior Site Reliability Engineer, you'll serve as one of the principal technical leaders for GoDaddy's Ceph platform. You'll design the next generation of storage clusters, lead major platform upgrades, drive capacity and hardware strategy, and establish the standards that govern how the platform scales. You'll be the engineer the team turns to for the most complex s

PythonKubernetesAISwift
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📍 United States· Full-time
✓ High-confidence listingCompany trend -100%

From $154K/yr

Quick readStrong listing-quality and freshness signals

Location Details: At GoDaddy the future of work looks different for each team. Some teams work in the office full-time, others have a hybrid arrangement (they work remotely some days and in the office some days) and some work entirely remotely. This is a remote position, so you’ll be working remotely from your home. You may occasionally visit a GoDaddy office to meet with your team for events or meetings. This position is not eligible to be performed in Alaska, Mississippi, North Dakota, or the Virgin Islands. GoDaddy is not currently considering candidates for this role in California, Seattle, or NYC. Join Our Team... We are seeking a highly skilled Senior Security Engineer to join our advanced Security Operations team. This role is focused on leading complex incident response and forensic investigations across Windows, macOS, Linux, and AWS environments while helping modernize security operations through automation and AI-driven capabilities. The ideal candidate is a hands-on security expert with deep AWS security expertise, strong threat detection and digital forensic skills, and experience leveraging AI and machine learning technologies to improve detection, response, and operational efficiency. You will play a key role in protecting critical assets, conducting high-impact investigations, mentoring team members, and driving the evolution of our security program against sophisticated and emerging threats. What You'll Get to Do... Lead high-priority incident response and forensic investigations, serving as the primary escalation point for advanced analysis, containment, recovery, root cause determination, and executive-level reporting. Drive threat detection and response across AWS, Windows, macOS, Linux, and endpoint security platforms, leveraging services such as GuardDuty, Security Hub, Detective, CloudTrail, IAM, VPC Flow Logs, and SentinelOne. Conduct malware analysis, host and cloud forensics, evidence collection, and threat hunting activi

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📍 Santa Clara, California, United States· Full-time
✓ High-confidence listingCompany trend -100%

From $79.5K/yr

Quick readStrong listing-quality and freshness signals

Location Details: Santa Clara, CA At GoDaddy the future of work looks different for each team. Some teams work in the office full-time; others have a hybrid arrangement (they work remotely some days and in the office some days) and some work entirely remotely.​ This is an in-office position and you’ll be expected to work full-time in an office location, and therefore must live within commuting distance from your assigned office. You will work from this office beginning on your first day. Join our team Join GoDaddy's Global IT Support team as a Desktop Support Technician in our Santa Clara office, where you'll be the face of IT for employees who rely on technology to do their best work every day. In this hands-on, 100% on-site role, you'll provide walk-up and escalated technical support, troubleshooting hardware, software, workplace technology, and connectivity issues while delivering an exceptional customer experience.You'll collaborate closely with a globally distributed team of support professionals across North America, EMEA, and APAC, helping resolve both everyday technical requests and high-priority incidents in a fast-paced environment. Success in this role is driven as much by your communication, empathy, and problem-solving skills as your technical knowledge, making it an excellent opportunity for someone who enjoys helping people and learning new technologies.If you're passionate about customer service, curious about how technology works, and looking to grow your career in enterprise IT, we'd love to hear from you. What you'll get to do... Provide front-line technical support to employees by diagnosing and resolving hardware, software, operating system, peripheral, and account-related issues, ensuring minimal disruption to productivity. Manage and prioritize incidents and service requests through the IT ticketing system, taking ownership from initial intake through troubleshooting, resolution, and follow-up communication. Configure, deploy, maintain,

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📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -85.6%

From $177.2K/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 . The IT Collaboration and Productivity Engineering team builds and runs the collaboration and productivity platforms that power how Pinployees communicate, share information, and get work done. We own core SaaS platforms such as Google Workspace, O365, Gemini, Jira, Confluence, Slack, and other collaboration, productivity, and AI tools, and partner closely with Security, People, Legal, and Engineering to design secure, reliable, and intuitive experiences. As a Staff Software Engineer, AI tools, you will be the technical lead for how third‑party AI tools — such as Claude, Glean, Granola, etc. — connect to Pinterest, and a key owner of the custom MCP servers and integrations that expose our internal tools (Slack, Google Workspace, Atlassian, and others) to those tools. You will shape the long‑term architecture for secure AI connectivity, drive majo

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📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -85.6%

From $158.8K/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 . Are you passionate about building and scaling enterprise finance systems that power global business operations? Join Pinterest’s IT Enterprise Systems team, where you’ll play a key role in evolving our Oracle EBS and Finance technology landscape. This is an opportunity to drive meaningful impact by partnering with Revenue, Finance,, and cross-functional teams to deliver reliable, scalable, and business-critical ERP solutions that support Pinterest’s continued growth. What You’ll Do: Design end-to-end solutions across billing, receivables, collections, subledger, and related finance processes to improve business resilience and operational efficiency. Architect and enhance integrations across Oracle EBS Financials, SaaS applications, and cloud platforms that support revenue operations, reporting, and downstream financial processes. Use AI thoughtf

AWSRestAIGo
P
📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -85.6%

From $158.8K/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 . Are you passionate about building and scaling enterprise finance systems that power global business operations? Join Pinterest’s IT Enterprise Systems team, where you’ll play a key role in evolving our Oracle EBS and Finance technology landscape. This is an opportunity to drive meaningful impact by partnering with Finance, Accounting, and cross-functional teams to deliver reliable, scalable, and business-critical ERP solutions that support Pinterest’s continued growth. What You’ll Do: Serve as a subject matter expert for Oracle EBS Financials across accounting-centric processes, including General Ledger, Accounts Payable, Cash Management, Fixed Assets, subledger accounting and related integrations. Lead solution design, configuration, support, and continuous improvement across accounting processes, with emphasis on close acceleration, data accur

AWSRestAIGo
P
📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -85.6%

From $158.8K/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 . Are you passionate about designing and building enterprise finance platforms that power critical business operations at scale? Join Pinterest’s IT Enterprise Systems team and help shape the future of our Finance technology ecosystem. In this role, you will lead the design, development, and evolution of Oracle EBS-based solutions, modern integrations, and AI-enabled capabilities that support our fintech initiatives. This is a highly technical position offering the opportunity to work across Oracle EBS, AWS and emerging internal AI platforms to deliver secure, scalable, and business-critical systems. What You’ll Do: Design, build, and support scalable enterprise solutions across the Oracle EBS and Finance systems landscape, with a strong focus on technical architecture, integrations, and platform reliability. Serve as a senior technical expert for

SQLAWSRestAI
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📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -85.6%

From $132.4K/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 . Are you passionate about building impactful products for sales and finance teams? Come join the IT Enterprise Systems team at Pinterest where you will be responsible for advancing our sales and marketing systems. What you’ll do: Design, build, and operate full‑stack applications and services on Pinterest’s enterprise infrastructure to support our Sales, Marketing, and Finance teams, from backend services and APIs through integrations and user‑facing workflows. Lead the technical design and implementation of GenAI/ML‑powered services and pipelines that automate and augment enterprise workflows (for example, summarizing sales interactions, enriching account data, or surfacing intelligent recommendations), including clear evaluation frameworks, observability, and validation guardrails. Own the end‑to‑end software development lifecycle for th

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