Jobs in United States

Senior Customer Success Architect in United States

1,941 active opportunities · Updated October 2026

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

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📍 California, United States
✓ High-confidence listingCompany trend +190.5%

$195.7K – $253.2K/yr

Quick readStrong listing-quality and freshness signals

At Gilead, we’re creating a healthier world for all people. For more than 35 years, we’ve tackled diseases such as HIV, viral hepatitis, COVID-19 and cancer – working relentlessly to develop therapies that help improve lives and to ensure access to these therapies across the globe. We continue to fight against the world’s biggest health challenges, and our mission requires collaboration, determination and a relentless drive to make a difference. Every member of Gilead’s team plays a critical role in the discovery and development of life-changing scientific innovations. Our employees are our greatest asset as we work to achieve our bold ambitions, and we’re looking for the next wave of passionate and ambitious people ready to make a direct impact. We believe every employee deserves a great leader. People Leaders are the cornerstone to the employee experience at Gilead and Kite. As a people leader now or in the future, you are the key driver in evolving our culture and creating an environment where every employee feels included, developed and empowered to fulfil their aspirations. Join Gilead and help create possible, together. Job Description As an Associate Director, Global Commercial Project Management at Gilead you will report to the Senior Director, Global Commercial Project Management and will serve as the project manager of early Commercialization and Commercialization Teams (eCTs / CTs). This role will lead strategic execution and support governance while coordinating cross-functional teams and initiatives to ensure successful delivery and operational execution of their teams’ priorities. This role will primarily support Gilead’s programs in Liver and Inflammation with the opportunity to support other therapeutic areas as needed. The successful candidate will be dynamic, with excellent project management capabi

AIProject ManagementPmpRecruitment
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📍 California, United States
✓ High-confidence listingCompany trend +190.5%

$109.7K – $141.9K/yr

Quick readStrong listing-quality and freshness signals

At Gilead, we’re creating a healthier world for all people. For more than 35 years, we’ve tackled diseases such as HIV, viral hepatitis, COVID-19 and cancer – working relentlessly to develop therapies that help improve lives and to ensure access to these therapies across the globe. We continue to fight against the world’s biggest health challenges, and our mission requires collaboration, determination and a relentless drive to make a difference. Every member of Gilead’s team plays a critical role in the discovery and development of life-changing scientific innovations. Our employees are our greatest asset as we work to achieve our bold ambitions, and we’re looking for the next wave of passionate and ambitious people ready to make a direct impact. We believe every employee deserves a great leader. People Leaders are the cornerstone to the employee experience at Gilead and Kite. As a people leader now or in the future, you are the key driver in evolving our culture and creating an environment where every employee feels included, developed and empowered to fulfil their aspirations. Join Gilead and help create possible, together. Job Description The Oncology department at Gilead Sciences is seeking an experienced and motivated Associate Scientist/ Senior associate Scientist with exceptional technical skills to support research programs focused on the discovery and development of novel therapies that mobilize the immune response against cancer. The successful candidate will be instrumental in conducting experiments and help develop novel assays to test therapeutic hypotheses and advance immune engager therapeutic candidates to selectively target tumors. Our highly diverse, collaborative, and interdisciplinary research teams utilize state-of-the-art technologies and innovative methodologies to advance novel immuno-oncology therapies in

Recruitment
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📍 San Francisco, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -93.7%

$165K – $270K/yr

Quick readStrong listing-quality and freshness signals

Drata is building the trust layer between great companies - automating compliance, managing risk, and helping organizations prove trust continuously as they scale. We're Dratanauts: a global crew of 600+ professionals united by a culture that rewards integrity, ownership, and raising the bar, no matter where in the world we're working from. Why Join the Drata Team? At Drata, you're not maintaining legacy compliance software - you're building the agentic AI platform defining what trust looks like for the next generation of companies. Here's what makes the work itself worth showing up for: Problems without a playbook: You'll work at the edge of AI and security, building agentic governance, continuous compliance, and real-time trust verification to solve problems that don't have an established answer yet. You're writing it as you go. Real ownership, not just process: Our values center on owning outcomes and raising the bar, not checking boxes. You're expected to have opinions and back them. A seat at the table: Your perspective is unique and valued. Open debate and diverse viewpoints are built into how decisions actually get made here, at every level. Growth at rocketship speed: Drata is scaling fast, which means scope grows fast too. High performers get more ownership, visibility, and experience. A crew, not just coworkers: Dratanauts consistently describe a "come as you are" culture with sharp, curious people—the kind of team that makes hard problems genuinely fun to solve. See what they say here and follow us on LinkedIn for company news, employee stories, and career updates. Job Summary: Drata is looking for a Staff Data Engineer! This person will be a key member of the growing data team, supporting one of the fastest growing B2B SaaS startups to achieve unicorn status. At Drata, we’re on a mission to help build trust across the internet! Data accuracy is an essential cornerstone of our mission. We are looking for a senior data engineer that can help us strategize

PythonSQLAI
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📍 Skaneateles, NY, United States
✓ High-confidence listingCompany trend +350%
Quick readStrong listing-quality and freshness signals

This is where your work makes a difference. At Baxter, we believe every person—regardless of who they are or where they are from—deserves a chance to live a healthy life. It was our founding belief in 1931 and continues to be our guiding principle. We are redefining healthcare delivery to make a greater impact today, tomorrow, and beyond. Our Baxter colleagues are united by our Mission to Save and Sustain Lives. Together, our community is driven by a culture of courage, trust, and collaboration. Every individual is empowered to take ownership and make a meaningful impact. We strive for efficient and effective operations, and we hold each other accountable for delivering exceptional results. Here, you will find more than just a job—you will find purpose and pride. Advancing Healthcare Through Innovation At Baxter, we are deeply connected by our mission. Every role at Baxter contributes to improving outcomes for patients around the world. As a Senior Manager, Manufacturing Engineering, you will play a critical leadership role in driving manufacturing excellence, supporting new product introductions, and helping deliver life-saving medical products with quality, efficiency, and innovation at the center of everything we do. This is an exciting opportunity for a strategic and hands-on engineering leader who thrives in a fast-paced manufacturing environment and is passionate about leading teams, driving continuous improvement, and enabling operational success. What You’ll Be Doing Lead and develop a team with varied strengths of manufacturing engineers and technicians, supporting a collaborative, inclusive, and achievement-focused culture. Provide coaching, mentorship, and professional development opportunities to support team growth and engagement. Partner wit

PmpSupply ChainRecruitment
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📍 Atlanta, Georgia, United States· Full-time· Remote
✓ High-confidence listingCompany trend -92.9%
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. Build the future of data. Join the Snowflake team. We are looking for an experienced attorney to join Snowflake's Legal team as Director, Assistant General Counsel - Litigation. In this role, you will manage a diverse portfolio of litigation matters, serve as a trusted partner and advisor to the business, leverage artificial intelligence to enhance the way we get work done, and supervise one in-house litigation counsel. This role will report to Snowflake’s Senior Director, Associate General Counsel - Employment & Litigation. This is an in-person role based in Menlo Park, CA or Atlanta, GA. This is not a remote position. Responsibilities Litigation Management and Advising Working collaboratively with our Legal team, outside counsel, and cross-functional stakeholders, manage disputes and litigation matters across their full lifecycle — from initial case assessment through resolution. Lead and manage internal investigations on matters involving legal risks to Snowflake, including coordinating with the People team, Security organization, and other relevant functions. Manage and coordinate responses to subpoenas, garnishment orders, domestic relations orders, statutory requests for information, and requests from government and law enforcement agencies. Review and advise on l

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

About the Role As Head of Finance - Data Centers, you will be the finance leader for OpenAI’s self-built data center efforts. You will partner with teams across infrastructure, real estate, energy, construction, procurement, and finance to turn proposed sites into sound investment decisions and funded projects. This role spans the full development lifecycle: evaluating opportunities, building investment cases, forecasting capital needs, managing construction budgets, and helping determine how projects should be financed. You will give leadership a clear view of project economics, funding requirements, and risks as we build data center capacity at scale. In this role, you will: Lead financial evaluation of proposed data center and related power infrastructure projects, including site economics, development costs, capacity phasing, lifecycle costs, and key risks. Build and own project-level models and capital expenditure forecasts that connect construction schedules, power delivery, equipment procurement, contingencies, and funding needs. Establish capital budgets and financial controls for active builds. Track commitments, actual spending, change orders, and forecasts to completion; identify cost or schedule risks early. Partner with development, engineering, energy, construction, and procurement leaders on decisions that affect cost, timing, and long-term performance. Work with Treasury, Corporate Finance, Tax, and Legal to evaluate financing options, including project or construction debt, leases, joint ventures, and other partnership structures where appropriate. Prepare investment recommendations and capital approval materials for senior leadership, translating complex project details into clear choices and tradeoffs. Build a consistent portfolio view of project costs, cash requirements, milestones, and financial performance. Partner with Accounting and operations teams through project completion and handoff. You might thrive in this role if you have: Prior exper

AWSRestAIRust
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📍 Atlanta, Georgia, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

About OfficeSpace: OfficeSpace Software provides the leading AI operating system for the built world, that helps teams plan, connect, and perform in the workplace. As a performance-based, PE-backed company, we hire based on merit and a willingness to do what it takes to succeed long-term. You’re a great fit for the role if you’re entrepreneurial, passionate, motivated by building at light speed, and an Agentic AI early adopter. Our world-class teams operate in the US, Canada, and Costa Rica in a culture of trust, respect, growth, and impact. About the role: OfficeSpace is looking for a Director of Sales Development to build the next generation of our pipeline engine. You will own inbound- and outbound-sourced pipeline across new-logo and expansion accounts, lead our strategic ABX motion, and develop SDRs and Senior SDRs into high-performing GTM talent. You'll shape how people and AI agents work together—using automation to expand capacity while keeping judgment, relationships, and buyer experience human-led. This is a builder role. You'll partner closely with Sales, Marketing, Revenue Operations, Finance, and Enablement to turn revenue goals into a focused operating system that improves account penetration, conversion, pipeline productivity, and talent development as OfficeSpace moves upmarket. What you'll do: Own the pipeline engine. Translate revenue targets, pipeline coverage, conversion rates, and productivity assumptions into SDR capacity, quotas, territories, coverage, and investment decisions. Build a high-performing team. Lead, coach, and develop SDRs and Senior SDRs against clear goals for pipeline, conversion, quality, productivity, and progression. Lead strategic ABX. Turn account segments, intent, buying-group signals, whitespace, and market triggers into focused action across Mid-Market and Enterprise new-logo and expansion accounts. Build depth in priority accounts. Establish disciplined account-planning motions across research, contact ma

AgileAIGoRust
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📍 Boston, Massachusetts, United States· Full-time
✓ High-confidence listing

From $109.4K/yr

Quick readStrong listing-quality and freshness signals

We take play seriously. We’re looking for curious adventurers ready to find their party, fueled by imagination and drive to build what’s never been built before. At Hasbro and Wizards of the Coast, you’ll collaborate with passionate teams to reimagine our iconic brands and create experiences that spark joy, connection, and community through the magic of play. This is your chance to shape legendary play that lasts a lifetime. We are seeking a Global Sourcing Manager, Marketing, to join Hasbro in Boston, MA. At Hasbro, we build play and entertainment experiences that connect generations and encourage fans around the world. As the Global Sourcing Manager, Marketing, you will develop and complete sourcing and category strategies across marketing and production spend. You'll serve as a trusted advisor to senior business leaders, build strong supplier partnerships, and provide value through innovation, cost optimization, and operational excellence. You will report directly to the Director of Global Strategic Sourcing, aligning procurement approaches with business priorities. You will also build stronger supplier relationships and advance sourcing initiatives supporting brand growth and business performance. Effective from the date that Hasbro opens its new Boston location, this position will be onsite Tuesday – Thursday at Hasbro’s new HQ location in Boston, MA. In the interim, this position will be onsite Tuesday –Thursday at Hasbro’s HQ in Pawtucket, RI or at Hasbro’s temporary location in Boston, MA. A Day in the Life of a Global Sourcing Manager, Marketing: Lead comprehensive sourcing projects across marketing and production categories, from opportunity evaluation through contract negotiation and supplier optimization. Analyze financial data to deliver timely, actionable insights that support sourcing decisions. Align sourcing and supplier approaches with business priorities, integration plans, and long-term roadmaps. Develop and complete

GitAIGoRust
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📍 Boston, Massachusetts, United States· Full-time
✓ High-confidence listing

From $128.7K/yr

Quick readStrong listing-quality and freshness signals

We take play seriously. We’re looking for curious adventurers ready to find their party, fueled by imagination and drive to build what’s never been built before. At Hasbro and Wizards of the Coast, you’ll collaborate with passionate teams to reimagine our iconic brands and create experiences that spark joy, connection, and community through the magic of play. This is your chance to shape legendary play that lasts a lifetime. At Hasbro, we’re looking for an outstanding Investor Relations Sr Manager to join our dynamic team in Boston, MA. This role offers a rare chance to build and implement Hasbro's capital markets communications strategy. You will collaborate with high-level management across the company and the investment community to clearly communicate our financial results and strategic vision. As an IR Sr Manager at Hasbro, you will play a meaningful role in crafting and delivering our world-class investor communications strategy. Effective from the date that Hasbro opens its new Boston location, this position will be onsite Tuesday – Thursday at Hasbro’s new HQ location in Boston, MA. In the interim, this position will be onsite Tuesday –Thursday at Hasbro’s HQ in Pawtucket, RI or at Hasbro’s temporary location in Boston, MA. What You Will do as an Investor Relations Senior Manager: As an IR Sr Manager at Hasbro, you will play a meaningful role in crafting and delivering our world-class investor communications strategy. Collaborate closely with the VP of Investor Relations to ensure our equity story is compelling and aligns with our strategic vision. Your day-to-day will involve: Drafting and managing earnings press releases, prepared remarks, supplemental materials, investor presentations, and Q&A details for quarterly earnings cycles. Supporting the preparation of the CEO, CFO, and other senior leaders for investor-facing engagements, including earnings calls, fireside chats, conferences, and one-on-one meetings. Delivering cl

AIGoExcelAccounting
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📍 Boston, Massachusetts, United States· Full-time
✓ High-confidence listing

From $143.9K/yr

Quick readStrong listing-quality and freshness signals

We take play seriously. We’re looking for curious adventurers ready to find their party, fueled by imagination and drive to build what’s never been built before. At Hasbro and Wizards of the Coast, you’ll collaborate with passionate teams to reimagine our iconic brands and create experiences that spark joy, connection, and community through the magic of play. This is your chance to shape legendary play that lasts a lifetime. Hasbro is updating the way work is conducted across supply chain, go to market, finance, consumer products, and licensing. Our mature RPA practice on Automation Anywhere is now growing to include agentic AI. These systems interpret unstructured inputs, invoke tools, and perform complex workflows with human oversight where needed. We are looking for a Principal Automation Specialist to act as the senior technical expert in this initiative. This hands-on leadership role involves setting the architectural vision for our intelligent automation platform, building the most complex elements, and raising the team’s technical standards. Responsibilities As a Principal Automation Specialist, your responsibilities will include: Architect and build agentic automation: LLM-orchestrated workflows that combine deterministic RPA with reasoning based on data patterns, tool/API calling, and structured output. Extend our Automation Anywhere estate — migrate brittle, screen-scraped bots to API- and agent-based patterns and decide deliberately when a task should stay deterministic. Build the reliability layer that makes agents safe to run in production: evaluation harnesses, regression suites, confidence thresholds, human-in-the-loop approval gates, fallback paths, and audit logging. Own the integration surface — connect agents to ERP (SAP), data platforms, ticketing, and internal APIs via standardized tool interfaces (e.g., MCP servers, REST/GraphQL, event-driven triggers). Apply document and language intelligence to workflows that resisted cl

CI/CDRestGraphqlAI
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📍 Boston, Massachusetts, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

We take play seriously. We’re looking for curious adventurers ready to find their party, fueled by imagination and drive to build what’s never been built before. At Hasbro and Wizards of the Coast, you’ll collaborate with passionate teams to reimagine our iconic brands and create experiences that spark joy, connection, and community through the magic of play. This is your chance to shape legendary play that lasts a lifetime. The Executive Assistant to the President of Licensing & Entertainment serves as a trusted strategic partner, enabling executive effectiveness across a dynamic global business. This role goes well beyond calendar management, requiring exceptional judgment, discretion, organization, and the ability to anticipate needs in a fast-paced, high-profile environment. The Executive Assistant will manage executive operations, coordinate cross-functional priorities, facilitate communication with senior leadership and external partners, and ensure seamless execution of business activities. Success in this role requires outstanding relationship management, attention to detail, adaptability, and a proactive approach to solving problems before they arise. Effective from the date that Hasbro opens its new Boston location, this position will be on-site Tuesday-Thursday at Hasbro's new HQ location in Boston, MA. In the interim, this position will be onsite Tuesday-Thursday at Hasbro's HQ in Pawtucket, RI or at Hasbro's temporary location in Boston, MA A Day in The Life as an Executive Assistant: Executive Support Manage a complex and constantly evolving executive calendar across multiple time zones. Prioritize meetings based on strategic importance and business impact. Coordinate domestic and international travel, including detailed itineraries and contingency planning. Prepare agendas, briefing materials, meeting notes, and follow-up action items. Handle confidential correspondence and sensitive business information with th

GitAIGoRust
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📍 Boston, Massachusetts, United States· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

We take play seriously. We’re looking for curious adventurers ready to find their party, fueled by imagination and drive to build what’s never been built before. At Hasbro and Wizards of the Coast, you’ll collaborate with passionate teams to reimagine our iconic brands and create experiences that spark joy, connection, and community through the magic of play. This is your chance to shape legendary play that lasts a lifetime. This is not a traditional administrative role. As the Executive Associate supporting the SVP Corporate Finance you will serve as a trusted right hand and critical resource for the SVP and their leadership team. This role blends administrative excellence, project coordination, and business exposure, offering an accelerated pathway into Hasbro’s Finance organization. This role provides a unique opportunity to learn directly from senior executives, gain visibility into enterprise operations, and develop the skills necessary for a future leadership role within Hasbro. Effective from the date that Hasbro opens its new Boston location, this position will be onsite Tuesday – Thursday at Hasbro’s new HQ location in Boston, MA. In the interim, this position will be onsite Tuesday –Thursday at Hasbro’s HQ in Pawtucket, RI or at Hasbro’s temporary location in Boston, MA. What You Will Do As An Executive Associate: Executive and Team Support Manage complex calendars, travel, and communications for the SVP with accuracy, discretion, and professionalism. Coordinate and prepare materials for leadership meetings, ensuring follow-ups and decisions are documented and tracked. Serve as a primary liaison between the SVP, their direct reports, and key internal stakeholders — ensuring clarity, alignment, and timely execution. Support cross-functional collaboration by facilitating communication, scheduling, and coordination Professional Development and Exposure Work closely with the SVP and their leadership team to gain insight into financial management

AIRustExcelFinance
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

RestAIGoRust
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📍 Atlanta, Georgia, United States· Full-time
✓ High-confidence listing

From $168.8K/yr

Quick readStrong listing-quality and freshness signals

Strength in Trust OneTrust’s mission is to enable innovation through the responsible use of data and AI. We believe that ensuring data is trusted shouldn’t slow teams down—it should accelerate what’s possible. This led us to develop the first technology platform for responsible data use in 2016. Today, with AI representing the latest and most impactful expansion of data yet, OneTrust is once again redefining what responsible innovation looks like. OneTrust, the AI‑Ready Governance Platform™, unifies regulatory intelligence, automation, and connected governance workflows so businesses can continue to move at the speed of AI while ensuring good governance to prevent data misuse at scale. Trusted by thousands of organizations worldwide, OneTrust is shaping the future where trusted data becomes a transformative force for business and society. The Challenge We are looking for a Director, Sales Strategy & Operations. This role will lead the Strategy & Operations team focused on optimizing our Sales GTM to drive ACV growth. The individual will need to align with sales leadership to help manage the day to day operating rhythm of the sales team, orchestrate the fiscal planning process and conduct detailed analysis of the business to identify risk and opportunity for growth. Success in this role depends on expertise in sales operations and a desire to work in a dynamic and fast paced environment. The individual should be proficient in data analytics and understand how to translate insights into recommendations for a senior executive audience. Your Mission Partner closely with Executive leadership, Business Operations, and Finance to optimize our sales GTM Build and manage a sales strategy team supporting GTM strategy and design, process optimization, fiscal planning, business risk and opportunity assessment, sales forecasting, sales reporting and analytics Establish and maintain operating cadence/rigor across all sales functions to ensure the

AWSGitAIGo
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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

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