Jobs in United States

Senior Ai Security Architect in United States

2,152 active opportunities · Updated October 2026

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

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📍 Miami, Florida, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

About Us OpenFX is on a mission to move money as freely as data, unrestricted by time zones, banking hours, or legacy systems. We are building the infrastructure that will power the next generation of cross-border payment systems for institutions. The team's execution has been exceptional, and we're scaling at a remarkable pace. Our stellar early team brings experience at companies such as J.P. Morgan, Goldman Sachs, FalconX, PayPal, Affirm, Polygon, Kraken, Nium & others. We're backed by Accel, Lightspeed, NfX, and other top-tier investors. Role Overview We are seeking an Growth Lead, North America to join our dynamic go-to-market team. You'll own the full sales cycle for institutional customers across North America — from prospecting through close, helping banks, fintechs, and other institutions move money faster and more efficiently across borders. Key Responsibilities: New Business Development Build and manage a pipeline of institutional prospects across North America, from initial outreach through qualification Identify and prioritize target accounts — banks, fintechs, and other institutions with cross-border payment needs Full-Cycle Sales Execution Own deals end-to-end: discovery, solution design, negotiation, and close Consistently meet or exceed quarterly and annual revenue targets Maintain accurate pipeline and forecast data in the CRM Client & Stakeholder Relationship Management Develop trusted relationships with senior stakeholders (Treasury, Finance, Payments, and Operations leaders) at prospective and existing clients Serve as a strategic advisor, understanding each client's cross-border payment needs and tailoring OpenFX's value proposition accordingly Cross-Functional Collaboration Partner closely with Product, Engineering, Legal & Compliance, and Marketing to navigate technical integrations and structure deals Work with leadership to refine sales strategy, messaging, and positioning as the go-to-market motion matures Market Str

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📍 Miami, Florida, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

About Us OpenFX is on a mission to move money as freely as data, unrestricted by time zones, banking hours, or legacy systems. We are building the infrastructure that will power the next generation of cross-border payment systems for institutions. The team's execution has been exceptional, and we're scaling at a remarkable pace. Our stellar early team brings experience at companies such as J.P. Morgan, Goldman Sachs, FalconX, PayPal, Affirm, Polygon, Kraken, Nium & others. We're backed by Accel, Lightspeed, NfX, and other top-tier investors. Role Overview We are seeking an Account Executive, North America to join our dynamic go-to-market team. You'll own the full sales cycle for institutional customers across North America — from prospecting through close, helping banks, fintechs, and other institutions move money faster and more efficiently across borders. Key Responsibilities: New Business Development Build and manage a pipeline of institutional prospects across North America, from initial outreach through qualification Identify and prioritize target accounts — banks, fintechs, and other institutions with cross-border payment needs Full-Cycle Sales Execution Own deals end-to-end: discovery, solution design, negotiation, and close Consistently meet or exceed quarterly and annual revenue targets Maintain accurate pipeline and forecast data in the CRM Client & Stakeholder Relationship Management Develop trusted relationships with senior stakeholders (Treasury, Finance, Payments, and Operations leaders) at prospective and existing clients Serve as a strategic advisor, understanding each client's cross-border payment needs and tailoring OpenFX's value proposition accordingly Cross-Functional Collaboration Partner closely with Product, Engineering, Legal & Compliance, and Marketing to navigate technical integrations and structure deals Work with leadership to refine sales strategy, messaging, and positioning as the go-to-market motion matures Market St

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O
📍 Miami, Florida, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

About Us OpenFX is on a mission to move money as freely as data, unrestricted by time zones, banking hours, or legacy systems. We are building the infrastructure that will power the next generation of cross-border payment systems for institutions. The team's execution has been exceptional, and we're scaling at a remarkable pace. Our stellar early team comes with experience in companies like J.P. Morgan, Goldman Sachs, FalconX, Paypal, Affirm, Polygon, Kraken, Nium & others. We’re backed by Accel, Lightspeed, NfX and other top-tier investors. Role Overview We're seeking an exceptional Americas Legal Counsel to serve as a strategic partner and legal advisor across our business, with a particular focus on financial products and partnerships. This role combines the intellectual challenge of navigating cutting-edge financial technology with the opportunity to shape legal strategy in the early stages at a high-growth company. You'll work on some of the most complex and interesting problems at the intersection of cross-border payments, cryptocurrency, foreign exchange and technology—providing pragmatic, business-oriented counsel that enables rapid growth while managing risk effectively. The ideal candidate is a team player who is energized by a high-growth environment and translating complex legal requirements and legal ambiguity into clear, actionable strategies. You move quickly with sound judgment, and excel as a trusted senior advisor to product, engineering, compliance, and business teams. Key Responsibilities: Product Legal Advise product and engineering teams on the legal and regulatory aspects of product design, development, and launch, with a particular focus on payment and banking products Translate complex regulatory requirements into clear guidance that helps teams build compliant products while growing rapidly Regulatory & Licensing Strategy Partner closely with business teams and compliance to develop and execute licensing and market entry strategies

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O
📍 Miami, Florida, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

About Us OpenFX is on a mission to move money as freely as data, unrestricted by time zones, banking hours, or legacy systems. We are building the infrastructure that will power the next generation of cross-border payment systems for institutions. The team's execution has been exceptional, and we're scaling at a remarkable pace. Our stellar early team brings experience at companies such as J.P. Morgan, Goldman Sachs, FalconX, PayPal, Affirm, Polygon, Kraken, Nium & others. We're backed by Accel, Lightspeed, NfX, and other top-tier investors. Role Overview We are seeking an BDM Manager, North America to join our dynamic go-to-market team. You'll own the full sales cycle for institutional customers across North America — from prospecting through close, helping banks, fintechs, and other institutions move money faster and more efficiently across borders. Key Responsibilities: New Business Development Build and manage a pipeline of institutional prospects across North America, from initial outreach through qualification Identify and prioritize target accounts — banks, fintechs, and other institutions with cross-border payment needs Full-Cycle Sales Execution Own deals end-to-end: discovery, solution design, negotiation, and close Consistently meet or exceed quarterly and annual revenue targets Maintain accurate pipeline and forecast data in the CRM Client & Stakeholder Relationship Management Develop trusted relationships with senior stakeholders (Treasury, Finance, Payments, and Operations leaders) at prospective and existing clients Serve as a strategic advisor, understanding each client's cross-border payment needs and tailoring OpenFX's value proposition accordingly Cross-Functional Collaboration Partner closely with Product, Engineering, Legal & Compliance, and Marketing to navigate technical integrations and structure deals Work with leadership to refine sales strategy, messaging, and positioning as the go-to-market motion matures Market Strategy

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📍 Austin, Texas, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Tenstorrent is leading the industry on cutting-edge AI technology, revolutionizing performance expectations, ease of use, and cost efficiency. With AI redefining the computing paradigm, solutions must evolve to unify innovations in software models, compilers, platforms, networking, and semiconductors. Our diverse team of technologists have developed a high performance RISC-V CPU from scratch, and share a passion for AI and a deep desire to build the best AI platform possible. We value collaboration, curiosity, and a commitment to solving hard problems. We are growing our team and looking for contributors of all seniorities. The Corporate Controller builds a trusted global accounting function that scales with the company. Success means predictable closes, trusted balance sheets, documented accounting positions, well-managed audits, embedded controls, managed risks, clear ownership, strong talent, and less manual work. The mission for this role is to build an accounting organization that the company can trust and that will not need to be rebuilt every time the company scales. This role is remote, based out of the United States. We welcome candidates at various experience levels for this role. During the interview process, candidates will be assessed for the appropriate level, and offers will align with that level, which may differ from the one in this posting. Who You Are Senior accounting leader with deep technical judgment and strong operational discipline. 15+ years leading accounting or controllership teams in complex organizations. CPA or equivalent, with deep US GAAP and financial reporting expertise. Experienced in technology, semiconductor, hardware, manufacturing, or similar environments. Skilled at scaling teams, controls, systems, and processes through rapid growth. What We Need Lead a global accounting organization with clear ownership and high standards. Own monthly, quarterly, and annual close quality, speed, and predictability. Set accounting pol

AWSAIRustSEM
T
📍 Austin, Texas, United States· Full-time
✓ High-confidence listing

$100K – $500K/yr

Quick readStrong listing-quality and freshness signals

Tenstorrent is leading the industry on cutting-edge AI technology, revolutionizing performance expectations, ease of use, and cost efficiency. With AI redefining the computing paradigm, solutions must evolve to unify innovations in software models, compilers, platforms, networking, and semiconductors. Our diverse team of technologists have developed a high performance RISC-V CPU from scratch, and share a passion for AI and a deep desire to build the best AI platform possible. We value collaboration, curiosity, and a commitment to solving hard problems. We are growing our team and looking for contributors of all seniorities. We're looking for an Engineering Program Manager — or a technical engineer ready to move into program management — to help drive execution on our RISC-V CPU team. You'll work across architecture, design, verification, physical design, and DFT to keep a high-performance CPU program moving from spec through tapeout and post-silicon debug. Partnering with a senior program lead and engineering managers, you'll own schedules, track milestones, surface risks early, and keep cross-functional teams aligned. This role is hybrid, based out of Austin, TX or Santa Clara, CA. We welcome candidates at various experience levels for this role. During the interview process, candidates will be assessed for the appropriate level, and offers will align with that level, which may differ from the one in this posting. Who You Are Experience in CPU, SoC, or silicon development — as an engineer, technical lead, or program manager. Comfortable working with cross-functional engineering teams and translating technical detail into clear status, dependencies, and trade-offs. Organized and proactive; you chase down open items rather than waiting for them to resolve. A clear communicator who can hold your own in engineering discussions and write updates leadership can act on. What We Need Support the full CPU development cycle — spec, design, verification, DFT, ta

AWSAISEMHR
T
📍 Austin, Texas, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Tenstorrent is leading the industry on cutting-edge AI technology, revolutionizing performance expectations, ease of use, and cost efficiency. With AI redefining the computing paradigm, solutions must evolve to unify innovations in software models, compilers, platforms, networking, and semiconductors. Our diverse team of technologists have developed a high performance RISC-V CPU from scratch, and share a passion for AI and a deep desire to build the best AI platform possible. We value collaboration, curiosity, and a commitment to solving hard problems. We are growing our team and looking for contributors of all seniorities. At Tenstorrent, we are building the next generation of AI and RISC-V compute. This role supports our CVP of Operations by turning priorities into execution, driving cross-functional programs forward, and making sure important work does not stall between teams. It is a high-trust role for someone who can bring structure to ambiguity, keep leaders aligned, and move quickly without creating noise. This role is hybrid, based out of Santa Clara,CA; Austin,TX; Boston,MA; or Toronto,ON. We welcome candidates at various experience levels for this role. During the interview process, candidates will be assessed for the appropriate level, and offers will align with that level, which may differ from the one in this posting. Who You Are High-agency operator who moves seamlessly between executive-level priorities and day-to-day execution, owning end-to-end outcomes. Proven at driving complex cross-functional work across operations, finance, legal, recruiting, and business partners. Deep understanding of the semiconductor business, including development timelines, product portfolios, manufacturing, sales and operations planning, and financial investments. Clear, direct, and organized communicator who brings structure, follow-through, and sound judgment to fast-moving, ambiguous environments. Trusted partner to senior leadership, anticipating needs, press

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

From $75K/yr

Quick readStrong listing-quality and freshness signals

Overview: Play a vital role in Guidepoint’s success. Guidepoint is seeking an entrepreneurial and outgoing individual to spearhead coverage of our Insights expert call and transcript library product for our Corporate Healthcare client base. As a liaison for our clients and salespeople, you will play a pivotal role in driving engagement and revenue growth within the rapidly expanding Insights product line. Leveraging your exceptional CRM skills, effective organization, and keen attention to detail, you will collaborate cross-functionally to maximize usage of our offering among our active trials and current subscribing clients. This highly visible position will involve working closely with the Insights group heads to develop strategic plans for enhancing client engagement and retention. This is a hybrid role located in New York City. What You’ll Do: Serve as an advocate for the Insights product with corporate healthcare clients and foster three-dimensional relationships with key stakeholders Develop personalized engagement plans for each client depending on therapeutic areas of focus, ongoing clinical trials of interest, and competing companies to effectively market Insights content Monitor and drive client engagement through direct outreach efforts: direct emails, product demonstrations, virtual and onsite meetings Collaborate with sales team to ensure timely renewals and drive upsell opportunities Acquire valuable feedback and insights from clients to inform product development, marketing strategies, and sales efforts What You Have: Bachelors or masters degree from an accredited University, Healthcare-adjacent coursework is a plus 2+ years of professional work experience, with a focus on B2B product sales Understanding of the corporate org structure, the roles, responsibilities, and unmet needs of our corporate buyers, and ability to engage with senior business leaders with innovative content and ideas Excellent communication skill

RestAIGoExcel
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📍 San Francisco, CA, United States· Full-time
✓ High-confidence listing

From $238K/yr

Quick readStrong listing-quality and freshness signals

WHAT IS BOX? Box (NYSE:BOX) is the leader in Intelligent Content Management. Our platform enables organizations to fuel collaboration, manage the entire content lifecycle, secure critical content, and transform business workflows with enterprise AI. We help companies thrive in the new AI-first era of business. Founded in 2005, Box simplifies work for leading global organizations, including JLL, Morgan Stanley, and Nationwide. Box is headquartered in Redwood City, CA, with offices across the United States, Europe, and Asia. By joining Box, you will have the unique opportunity to continue driving our platform forward. Content powers how we work. It’s the billions of files and information flowing across teams, departments, and key business processes every single day: contracts, invoices, employee records, financials, product specs, marketing assets, and more. Our mission is to bring intelligence to the world of content management and empower our customers to completely transform workflows across their organizations. With the combination of AI and enterprise content, the opportunity has never been greater to transform how the world works together and at Box you will be on the front lines of this massive shift. WHY BOX NEEDS YOU We need strong sellers to help new customers realize their digital transformation goals while evolving how our current customer base leverages Box. By joining the Box Enterprise Sales team you will have an opportunity to work alongside our most senior sales leaders and our largest customer base. WHAT YOU'LL DO Source and close net new logos within a given territory in the Enterprise segment Research and understand your customers and prospects to gain insight into their business challenges and Box value proposition Influence and drive the sales process while managing through multi-layer stakeholders in Enterprise organizations Exercise judgment in selecting methodologies, techniques and evaluatio

GitAIGoMarketing
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📍 San Francisco, CA, United States· Full-time
✓ High-confidence listing

From $277K/yr

Quick readStrong listing-quality and freshness signals

WHAT IS BOX? Box (NYSE:BOX) is the leader in Intelligent Content Management. Our platform enables organizations to fuel collaboration, manage the entire content lifecycle, secure critical content, and transform business workflows with enterprise AI. We help companies thrive in the new AI-first era of business. Founded in 2005, Box simplifies work for leading global organizations, including JLL, Morgan Stanley, and Nationwide. Box is headquartered in Redwood City, CA, with offices across the United States, Europe, and Asia. By joining Box, you will have the unique opportunity to continue driving our platform forward. Content powers how we work. It’s the billions of files and information flowing across teams, departments, and key business processes every single day: contracts, invoices, employee records, financials, product specs, marketing assets, and more. Our mission is to bring intelligence to the world of content management and empower our customers to completely transform workflows across their organizations. With the combination of AI and enterprise content, the opportunity has never been greater to transform how the world works together and at Box you will be on the front lines of this massive shift. WHY BOX NEEDS YOU We need strong sellers to help new customers realize their digital transformation goals while evolving how our current customer base leverages Box. By joining the Box Enterprise Sales team you will have an opportunity to work alongside our most senior sales leaders and our largest customer base. WHAT YOU'LL DO Source and close net new logos within a given territory in the Enterprise segment Research and understand your customers and prospects to gain insight into their business challenges and Box value proposition Influence and drive the sales process while managing through multi-layer stakeholders in Enterprise organizations Exercise judgment in selecting methodologies, techniques and evaluatio

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

From $268.5K/yr

Quick readStrong listing-quality and freshness signals

WHAT IS BOX? Box (NYSE:BOX) is the leader in Intelligent Content Management. Our platform enables organizations to fuel collaboration, manage the entire content lifecycle, secure critical content, and transform business workflows with enterprise AI. We help companies thrive in the new AI-first era of business. Founded in 2005, Box simplifies work for leading global organizations, including JLL, Morgan Stanley, and Nationwide. Box is headquartered in Redwood City, CA, with offices across the United States, Europe, and Asia. By joining Box, you will have the unique opportunity to continue driving our platform forward. Content powers how we work. It’s the billions of files and information flowing across teams, departments, and key business processes every single day: contracts, invoices, employee records, financials, product specs, marketing assets, and more. Our mission is to bring intelligence to the world of content management and empower our customers to completely transform workflows across their organizations. With the combination of AI and enterprise content, the opportunity has never been greater to transform how the world works together and at Box you will be on the front lines of this massive shift. WHY BOX NEEDS YOU We need strong sellers to help new Financial Services customers realize their digital transformation goals while evolving how our current customer base leverages Box. By joining the Box Enterprise Sales team you will have an opportunity to work alongside our senior sales leaders and our most strategic customer base within banking and wealth management. WHAT YOU'LL DO Source and close net new logos within a given territory within the Financial Services vertical, specifically across Retail Banking, Capital Markets, and Wealth & Asset Management institutions Research and understand your customers and prospects to gain insight into their business challenges and Box value proposition Influence and drive the sales pr

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

From $238K/yr

Quick readStrong listing-quality and freshness signals

WHAT IS BOX? Box (NYSE:BOX) is the leader in Intelligent Content Management. Our platform enables organizations to fuel collaboration, manage the entire content lifecycle, secure critical content, and transform business workflows with enterprise AI. We help companies thrive in the new AI-first era of business. Founded in 2005, Box simplifies work for leading global organizations, including JLL, Morgan Stanley, and Nationwide. Box is headquartered in Redwood City, CA, with offices across the United States, Europe, and Asia. By joining Box, you will have the unique opportunity to continue driving our platform forward. Content powers how we work. It’s the billions of files and information flowing across teams, departments, and key business processes every single day: contracts, invoices, employee records, financials, product specs, marketing assets, and more. Our mission is to bring intelligence to the world of content management and empower our customers to completely transform workflows across their organizations. With the combination of AI and enterprise content, the opportunity has never been greater to transform how the world works together and at Box you will be on the front lines of this massive shift. WHY BOX NEEDS YOU We need strong sellers to help new customers realize their digital transformation goals while evolving how our current customer base leverages Box. By joining the Box Enterprise Sales team you will have an opportunity to work alongside our most senior sales leaders and our largest customer base. WHAT YOU'LL DO Source and close net new logos within a given territory in the Enterprise segment Research and understand your customers and prospects to gain insight into their business challenges and Box value proposition Influence and drive the sales process while managing through multi-layer stakeholders in Enterprise organizations Exercise judgment in selecting methodologies, techniques and ev

GitAIGoMarketing
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📍 San Francisco, California, United States· Full-time
✓ High-confidence listingCompany trend -88.6%

$150K – $175K/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 This is an opportunity to serve as a key partner and advisor on Notion’s Business Operations team, working primarily with our Engineering, Product, & Design teams. Business Operations is a cross-functional team that partners with senior leaders across the company, focusing on high-impact strategic projects and analysis. In this role, you’ll work hand-in-hand with leadership to identify, structure, and act on the most challenging strategic and operational questions impacting our business. This role is based in San Francisco, CA. We work from our offices on Mondays, Tuesdays and Thursdays (our Anchor Days) because we do our best thinking and building together in person. We’re looking for someone who’s excited to work alongside the team during those days. What You'll Achieve Build trusted relationships with cross-functional leaders to define and implement strategy across all Notion products, driving increased value to our users and our business Structure complex, ambiguous strategic problems for the Notion leadership team, defining clear hypotheses and building detailed business cases and quantitative models that will

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📍 Bellevue, Washington, United States· Full-time
✓ High-confidence listingCompany trend -93.3%
Quick readStrong listing-quality and freshness signals

At Snowflake, we are powering the era of the agentic enterprise. To usher in this new era, we seek AI-native thinkers across every function who are energized by the opportunity to reinvent how they work. You don’t just use tools; you possess an innate curiosity, treating AI as a high-trust collaborator that is core to how you solve problems and accelerate your impact. We look for low-ego individuals who thrive in dynamic and fast-moving environments and move with an experimental mindset — who rapidly test emerging capabilities to discover simpler, more powerful ways to deliver results. At Snowflake, your role isn't just to execute a function, but to help redefine the future of how work gets done. Role Summary: The Global Account Manager (GAM) at Snowflake is responsible for driving growth and deepening our strategic partnership with T-Mobile, one of the world's leading telecommunications companies. This role requires a proven enterprise sales leader who can develop and execute multi-year strategic account strategies, orchestrate global account teams, and serve as a trusted advisor to T-Mobile executives. The GAM will position Snowflake as the Data and AI Platform of choice to power T-Mobiles network modernization efforts, AI initiatives, operational efficiency, customer experience transformation, and data-driven innovation. Key Responsibilities: Revenue & Quota Ownership: Achieve and exceed quarterly and annual sales targets through strategic planning and execution. Strategic Account Leadership: Build and drive the global account plan for T-Mobile, aligning Snowflake resources, executive sponsorship, and investments to T-Mobile's most critical business and technology priorities. Trusted Advisor: Engage senior executives and C-suite stakeholders by understanding T-Mobile IT, data, and digital transformation roadmap, and position Snowflake as a key enabler of those initiatives. T-Mobile Creation & Expansion: Identify, qualify, and close new opportunities acros

GitAIGoRust
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📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -7.5%
Quick readStrong listing-quality and freshness signals

🚀 About WRITER WRITER is where the world's leading enterprises orchestrate AI-powered work. Our vision is to expand human capacity through superintelligence. And we're proving it's possible – through powerful, trustworthy AI that unites IT and business teams together to unlock enterprise-wide transformation. With WRITER's end-to-end platform, hundreds of companies like Mars, Marriott, Uber, and Vanguard are building and deploying AI agents that are grounded in their company's data and fueled by WRITER's enterprise-grade LLMs. Valued at $1.9B and backed by industry-leading investors including Premji Invest, Radical Ventures, and ICONIQ Growth, WRITER is rapidly cementing its position as the leader in enterprise generative AI. Founded in 2020 with office hubs in San Francisco, New York City, Seattle, Austin, Chicago, and London, our team thinks big and moves fast, and we're looking for smart, hardworking builders and scalers to join us on our journey to create a better future of work with AI. 📐 About this role This is a chance to help shape the next chapter of WRITER's product at a moment when generative AI is redefining how work gets done. As senior staff product manager, you'll report directly to Wil Pong, VP of Product, and operate as a force-multiplier across the product organization — setting direction where it's unclear, aligning stakeholders, and making sure our most critical initiatives ship with excellence. You'll own ambiguous, high-impact problem spaces that span multiple product areas and teams, and you'll be equal parts strategist and operator. One moment you're shaping a multi-quarter roadmap; the next you're rolling up your sleeves to unblock execution. We're looking for someone who thrives at the intersection of customer empathy, technical depth, and business judgment — and who is energized by turning complex, evolving AI capabilities into products customers love. 🦸🏻‍♀️ Your responsibilities Drive high-impact product initiatives end-to-end, from di

RestAIGoRust
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