Jobs in United States

Ai Platform Director in United States

5,082 active opportunities · Updated October 2026

Explore current ai platform director 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 $203.2K/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 Senior Director, Revenue Analytics, you'll lead a high-performing team of analytics professionals and own the strategic vision and execution for sales and customer experience data and analytics across GitLab. You'll serve as a key business partner to executive leadership, using data to shape GitLab's go-to-market strategy, customer experience, and revenue growth throughout the customer lifecycle. This role combines strategic thinking with operational excellence. You'll partner closely with Sales Strategy, Customer Success, Professional Services, Revenue Operations, Marketing, Finance, and Enterprise Da

SQLGitRestAI
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📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -97.9%
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 Director, Pipeline Excellence you'll help GitLab build a predictable, efficient, and scalable pipeline engine across our go-to-market motions. You'll own pipeline strategy, the operating cadence, and performance improvement work so we can consistently meet pipeline and revenue goals. You'll partner with sales, marketing, sales development, customer success, finance, and analytics to align multi-quarter targets and investments, codify global operating standards, and improve funnel conversion and velocity across inbound, outbound, partner, and expansion. In your first year, you'll strengthen the 13-w

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

$140K – $180K/yr

Quick readStrong listing-quality and freshness signals

About THG Ingenuity THG Ingenuity is a fully integrated digital commerce ecosystem, designed to power brands without limits. Our global end-to-end tech platform is comprised of three products: THG Commerce, THG Studios, THG Fulfilment. Each represents a single, unified solution, overcoming challenges and taking brands direct-to-consumer. Our client portfolio includes globally recognised brands such as Coca-Cola, Nestle, Elemis, Homebase, and Proctor & Gamble. About THG Ingenuity THG Ingenuity is a fully integrated digital commerce ecosystem, designed to power brands without limits. Our global end to-end tech platform is comprised of three products: THG Commerce, THG Studios, THG Fulfilment. Each represents a single, unified solution, overcoming challenges and taking brands direct-to-consumer. Our client portfolio includes globally recognised brands such as Coca-Cola, L'Oreal, P&G, Disney & more! Role Overview: You would be joining a new sales team focussed solely on selling our Fulfilment proposition. This proposition is a key driver in the growth of the wider business meaning you will be able to make a demonstrable impact quickly. This is a true hunter role where you would be managing end to end deal processes. The focus is on mid and enterprise level clients looking take products direct to a consumer. You will be armed with one of the strongest Fulfuilment propositions on the market, pushing automation and innovation. You can find more about our THG Fulfil proposition here: https://www.thgingenuity.com/fulfillment Key Responsibilities: Analyse existing client portfolios to identify revenue growth opportunities. Develop and execute strategies to upsell and cross-sell products or services that align with clients' business objectives. Build deep, trusted relationships with key stakeholders within the client base. Act as a consultant, understanding clients' challenges and aligning solutions to meet th

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

From $168K/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 Director, Strategic Partnerships, you will own two of GitLab's most important external relationships. This is a single-threaded owner role within the Corporate Development & Strategic Partnerships team, reporting to the VP, Corporate Development & Strategic Partnerships. You will shape partnership strategy from the top down and drive execution from the ground up — this is as much about running the weekly grind of a partnership as it is about setting its direction, turning strategic relationships into durable business outcomes. This role sits close to GitLab's evolving AI strategy and the fu

GitRestMachine LearningAI
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📍 Menlo Park, California, United States· Full-time
✓ Quality checkedCompany trend -92.9%

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. Director, Marketing Operations The Director of Global Marketing Operations will lead Snowflake’s global strategy, platforms, and teams that power a modern, scalable, AI-forward marketing organization. This role emphasizes scalable process design, intelligent automation, and cohesive platform architecture to deliver high-volume, world-class campaigns and stakeholder services across regions. This role requires a strong perspective on investment strategy and timing, balancing foundational system evolution with ongoing campaign execution to deliver near-term impact while building for long-term growth. The Mops Director will lead and develop a high-performing global organization and partners closely with Marketing, Sales, Finance, IT, and external agencies to ensure Snowflake’s demand engine is efficient, compliant, and built to scale. YOU’RE A GREAT FIT IF YOU: Have 10+ years of experience in marketing operations, including 5+ years leading teams in high-growth B2B software environments Are AI-forward, with experience applying automation, AI, and workflow orchestration to standardize processes and reduce manual effort Have deep expertise in top-of-funnel strategy, lead lifecycle management, and conversion optimization tied directly to pipeline impact Have managed agency and con

P
📍 New York, NY, United States· Full-time
✓ High-confidence listingCompany trend -85.6%

From $235.6K/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 . We are building a world-class sales team, enabling our largest and most strategic partners to best utilize Pinterest advertising products to grow their business. Reporting to Nitin Kumar, our US Emerging Sector Lead, you'll be responsible for setting forth the overall sales strategy for the Financial Services sales organization. In this role, you will lead a sales organization that spans multiple levels and functions (Sales Managers, Partner Managers, and Account Managers). In setting forth the overall sales strategy for this industry, you will work closely with your team to drive consistent value for partners, and revenue growth for Pinterest. What you’ll do: Lead the strategy and execution for Pinterest’s Financial Services advertising business in the US. Drive revenue growth across a large, high-visibility business while defending

AWSGitRestAI
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📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -85.6%
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 . Pinterest is building the next phase of retail growth at the intersection of inspiration and commerce. As Director, Retail Transformation, you will lead a small team responsible for the operating model, strategy and end-to-end execution behind Pinterest’s most strategic retail partnerships across Retail Media, Future of Retail programs and tentpole moments. You will work across Sales, Product, Engineering, Data Science, Marketing and Content to develop clear strategic points of view across key retail growth areas, and to lead complex, multi-year initiatives from concept through delivery. You’ll translate partnership opportunities into scalable programs, new capabilities and measurable business outcomes. What you’ll do: Build and lead the centralized operating model for Pinterest’s most strategic retail partnerships, including prioritizati

AWSRestAIGo
R
📍 United States· Full-time
✓ Quality checkedCompany trend -100%

At Render, we’re building the modern cloud platform for developers creating AI-native, full-stack, multi-service applications. Our mission is to eliminate the tradeoff between the power of hyperscalers and the simplicity of developer-friendly platforms—so teams can ship fast, scale reliably, and focus on their product, not infrastructure. Unlike complex hyperscalers or ephemeral edge/serverless solutions, Render offers a developer-first experience with persistent compute, dynamic autoscaling, built-in orchestration, and observability, allowing teams to launch, scale, and manage real-world applications without writing infrastructure code or managing servers. Whether you're building LLM-powered applications, scalable SaaS products, or async processing pipelines, Render empowers teams to move fast and scale confidently from MVP to millions of users. Our platform is trusted by over 6.5 million developers worldwide and continues to grow rapidly. In February 2026, we raised an additional $100M in Series C financing, bringing our total funding to $257M, to accelerate our vision of making cloud infrastructure both powerful and intuitive—designed for the speed of modern AI development. We’re a diverse and talented team that values craft, velocity, and user experience. If you’re excited to help shape the future of the intelligent cloud and empower developers everywhere, we’d love to hear from you. Applying to Render We're seeking candidates who possess high integrity, humility, and an insatiable drive to learn. Through reasoned discussions and continuous feedback, we strive to improve both individually and collectively. We foster an environment of mutual trust and respect, empowering effective debate to achieve the best outcomes for our customers and team. We especially encourage members of underrepresented groups in the tech community to apply and understand that not all successful candidates will meet each requirement listed. Our interview process is unique to each role, an

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

From $178.6K/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 . Pinterest's Business Marketing team is seeking a highly operational Director, Partner Marketing to lead advertiser marketing via Pinterest's third-party partnerships, develop comarketing strategies with key partners and ultimately contribute to Pinterest's revenue goals. This role is highly operational in nature, with a strong focus on designing a growing organization, aligning with cross-functional partners on roles, responsibilities, and ways of working, and partnering with senior leadership to further develop Pinterest's partner marketing capability. You will provide senior leadership for a small and mighty team already in place, and as a player-coach, you will lead key partner marketing workstreams while simultaneously setting the vision, managing resources, and developing the capabilities of your team. What you’ll do: Vision and Strategy: A

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

From $178.6K/yr

Quick readStrong listing-quality and freshness signals

About Pinterest: Millions of people around the world come to our platform to find creative ideas, dream about new possibilities and plan for memories that will last a lifetime. At Pinterest, we’re on a mission to bring everyone the inspiration to create a life they love, and that starts with the people behind the product. Discover a career where you ignite innovation for millions, transform passion into growth opportunities, celebrate each other’s unique experiences and embrace the flexibility to do your best work. Creating a career you love? It’s Possible. At Pinterest, AI isn't just a feature, it's a powerful partner that augments our creativity and amplifies our impact, and we’re looking for candidates who are excited to be a part of that. To get a complete picture of your experience and abilities, we’ll explore your foundational skills and how you collaborate with AI. Through our interview process, what matters most is that you can always explain your approach, showing us not just what you know, but how you think. You can read more about our AI interview philosophy and how we use AI in our recruiting process here . As Director, Mid-Market Marketing you will own the global B2B marketing strategy for our mid-market advertisers within our SMB audience, building scalable, data driven solutions that drive retention and revenue growth. You will also lead the development and execution of account-based marketing strategies for high-value Mid-Market accounts, ensuring tight alignment with Sales and XFN partners. In this role you will partner closely with cross-functional partners to align on priorities, ways of working and integrated marketing plans, while building and growing a high-performing Mid-Market Marketing team. This role requires a strategic leader and operator who can act as a player-coach: setting the long term vision and operating model for Mid-Market, managing resources and developing the capabilities of your team, while personally leading criti

JI
📍 Chattanooga, United States
✓ High-confidence listingCompany trend +1800%
Quick readStrong listing-quality and freshness signals

JLL empowers you to shape a brighter way . Our people at JLL are shaping the future of real estate for a better world by combining world class services, advisory and technology for our clients. We are committed to hiring the best, most talented people and empowering them to thrive, grow meaningful careers and to find a place where they belong. Whether you’ve got deep experience in commercial real estate, skilled trades or technology, or you’re looking to apply your relevant experience to a new industry, join our team as we help shape a brighter way forward. GROWTH ENABLEMENT DIRECTOR JLL Real Estate Due Diligence (JREDD) · Technical Services & Sustainable Operations What this job involves - JLL Real Estate Due Diligence (JREDD) is executing an ambitious multi-year growth strategy — scaling from a stabilized platform to a significantly larger technical services operation across facility condition assessment, environmental consulting, and data collection. The Growth Enablement Director leads JREDD's workforce delivery program — owning the interface between JREDD's multi-year workforce plan, JLL's internal Recruiting organization, and contracted external search partners. The role is responsible not just for filling requisitions, but for building the intake, onboarding, and ramp-to-productivity infrastructure that gets new hires billable faster and keeps first-year attrition low. JREDD’s hiring profile spans credentialed environmental and engineering professionals, high-volume field technicians, and program-driven international deployments — requiring the ability to operate across structured annual-plan recruiting and compressed, post-award demand cycles. This is a founding role. The Growth Enablement Director will stand up the function from scratch in Q4 2026, report to the JREDD Operations Manager, and oversee recruiting and onboarding execution ac

Artificial IntelligenceAIProject ManagementPmp
C-
📍 New York, New York, United States· Full-time
✓ High-confidence listing

$225K – $275K/yr

Quick readStrong listing-quality and freshness signals

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

GitRestAIGo
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📍 San Francisco, CA, United States· Full-time
✓ High-confidence listingCompany trend -85.6%
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 . TwoTwenty is Pinterest's innovation lab, building visual-first AI products — assistants, Gen-AI creation tools, and editing experiences — with startup speed at Pinterest scale. We're looking for a Senior Director of Engineering to lead a team of 10 (7 direct reports across ML engineering, software engineering, data science, and product management), own the technical strategy for TwoTwenty's AI product portfolio, and scale the org from scrappy to enduring without losing what makes it fast. This role reports to the VP of Product Management, Core, and partners closely with Pinterest's Core Product & Engineering, Advanced Technologies Group, and Trust & Safety teams to ship AI features that reach hundreds of millions of Pinners. What you'll do: Drive execution of TwoTwenty's 1–3 year technical strategy across visual AI assistants, gen-AI cre

AWSRestAIGo
M
📍 United States· Full-time
✓ High-confidence listingCompany trend -55.6%

From $273K/yr

Quick readStrong listing-quality and freshness signals

About Mixpanel Mixpanel is the leading product intelligence and analytics platform, trusted by more than 29,000 companies to help understand how people use the products they build. By combining powerful analytics with AI that knows your business, Mixpanel helps teams see what’s working, diagnose what’s not, and decide what to build next. Learn more at mixpanel.com . About the Team Internal Analysis is the data team at Mixpanel — the team that turns data from every corner of the business into the decisions that shape our product and our growth. They own the full path: from raw data in source systems, through a governed warehouse, to the models, metrics, and insights leaders across the company act on. It's two complementary disciplines under one roof. Our Analytics Engineers own the data end to end — ingesting from source systems, modeling through a medallion architecture on BigQuery, and producing the trusted tables and reporting artifacts the rest of the company runs on. Our Data Scientists build on that foundation, partnering with Product to refine the user experience and with GTM to sharpen how we grow — inspecting signals, running experiments, and surfacing the insights that change what we do next. About the Role You'll lead this team — and help shape Mixpanel's data culture. We're looking for someone who can influence the organization to become more metrics-driven: establishing clear KPIs, helping teams define success upfront, and ensuring analytics and data science are engaged as strategic partners from the start of an initiative, not brought in at the end to validate decisions already made. As we grow the data organization's remit across the company, this role has the scope to establish practices that don't yet exist, KPI ownership, cross-functional operating rhythms, a shared standard for what 'data-driven' means here, and where AI belongs in both how the team works and what the platform delivers. It takes building real trust with cross-functional leaders to

PythonSQLAWSRest
S
📍 Bellevue, WA, United States· Full-time· Remote
✓ High-confidence listingCompany trend -91.7%
Quick readStrong listing-quality and freshness signals

For over 20 years, Smartsheet has empowered teams to manage work seamlessly and scale solutions smarter. Now, in our most ambitious chapter yet, we are uniting human teams with AI agents. By orchestrating the work agents do best, automating manual tasks and uncovering insights at scale, we create the space for people to focus on what truly matters: judgment, creativity, and big thinking. That is magic at work, and it’s what we show up for every day. Smartsheet is looking for a high-impact Client Services Director to join our Professional Services Sales team. This role owns the end-to-end sales cycle for Smartsheet’s Services Portfolio and drives customer value by positioning Smartsheet as a strategic partner. We are seeking candidates who operate by: leading complex, multi-solution pursuits, influencing executive stakeholders, and applying value based selling to measurable business outcomes. You will report to the Director, Customer Outcomes and this is a remote eligible role. You Will: Own the services sales cycle: Lead pursuits from early qualification through signed Statement of Work (SOW), with or without AE/SE support Elevate conversations: Uplevel customer and account team discussions across the Customer Outcomes lifecycle to influence platform adoption, multi solution expansion, and long term value creation Drive value-led selling: Apply value frameworks (e.g., Smartsheet Value Selling, MEDDIC, Challenger) to uncover priorities, link them to Smartsheet solutions, and advise the customer through opportunity closed-won Engage executives: Develop trusted relationships with executive sponsors, procurement, and key decision makers to accelerate deal velocity and eliminate last mile friction Generate and progress pipeline: Maintain ~3× coverage by identifying whitespace, creating new opportunities, and advancing stalled pursuits with clear next steps and mutual action plans Forecast with discipline: Use Salesforce and Clari for precise pipeline hygiene, risk surfac

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