Jobs in United States

Strategic Solutions Consultant in United States

3,166 active opportunities · Updated October 2026

Explore current strategic solutions consultant 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 -92.7%
Quick readStrong listing-quality and freshness signals

At Vanta, our mission is to help businesses earn and prove trust. We believe that security should be monitored and verified continuously, and we empower companies to practice better security and prove it with ease. Vanta has a kind and talented team, and while some have prior security experience, many have been successful at Vanta without it. As an Enterprise Account Executive at Vanta, you will play a critical role in expanding our footprint in the Enterprise segment through net-new logo acquisition. This is a high-impact role focused on a land and expand model, requiring a results-driven seller capable of closing 5+ six-figure opportunities per quarter. You’ll be joining a team that is building and scaling our upmarket motion, and you’ll help shape Vanta’s strategy and execution in some of our most strategic segments. This role requires someone who is equally confident navigating complex deals independently and working cross-functionally with product, engineering, and the channel. Success in this role means driving full-cycle deals from prospecting through close - both directly and through partners. At Vanta, our mission is to help businesses earn and prove trust. We believe security should be monitored and verified continuously, and we empower companies to practice better security and prove it with ease. The ideal candidate for this role at Vanta has prior security or adjacent domain experience. We’re growing quickly, continually outpacing our targets and leading the market in compliance and security. If you’re excited by the opportunity to drive strategic, high-value deals and work in a fast-paced, high-growth environment—we’d love to hear from you. What you’ll do as an Enterprise Account Executive at Vanta: Own and drive net-new business acquisition within the Enterprise segment Close 5+ six-figure opportunities per quarter, managing the full sales cycle from initial outreach through contract execution Build and maintain a strong pipeline through outbound prosp

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

We're looking for a Senior Operations Director for Revenue & Services who will serve as a trusted advisor to the Chief Commercial Officer, Professional Services leadership and other senior leaders. This role will shape how Professional Services operates, scales, forecasts, and performs, while driving alignment across Operations, Revenue, Sales and Finance. This role will connect services to broader business strategy, with a focus on cross-functional alignment, profitable growth and corporate results. WHAT YOU’LL DO: Shape and evolve the operating model for Revenue and Services, includingProfessional Services to enable scalable, predictable and profitable growth: forecasting methodology, capacity planning, utilization and margin management, and delivery-to-revenue alignment Set the strategic roadmap for services operations and operating infrastructure, including systems architecture (resource management, CRM integration, financial systems, data and reporting) and where to invest next Act as the strategic partner to Professional Services leaders translating business strategy and operating plans into performance targets. Represent services performance directly to executive leadership and the board Partner with President, Chief Commercial Officer, Finance leaders to evaluate profitable and growth opportunities, operating leverage, organizational capabilities, technologies and external partnerships. Lead deal desk strategy for services and deal governance, including pricing frameworks, SOW structuring, and margin guardrails, in partnership with Sales and Legal Partner in quarterly and annual planning for services capacity and revenue targets, and defend the plan directly to Finance and executive leadership Establish and drive a consistent operating cadence and process framework, including KPIs, business reviews, planning, forecasting, and reporting across the full customer lifecycle, identifying where PS operations should own versus influence

AgileAIGoRust
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📍 Bellevue, Washington, United States· Full-time
✓ High-confidence listingCompany trend -93.7%
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
V
📍 United States· Full-time· Remote
✓ High-confidence listingCompany trend -92.7%
Quick readStrong listing-quality and freshness signals

At Vanta, our mission is to help businesses earn and prove trust. We believe that security should be monitored and verified continuously, and we empower companies to practice better security and prove it with ease. Vanta has a kind and talented team, and while some have prior security experience, many have been successful at Vanta without it. As a Sr. Technical Recruiter, you’ll own Engineering hiring across a company & global scope. This role will closely partner with senior stakeholder relationships, represent Vanta’s talent brand, and play a vital role in scaling our critical engineering teams worldwide. You’ll operate as a strategic partner to engineering leaders—shaping hiring strategy, setting assessment standards, representing Vanta’s talent brand in the market, and closing top-tier technical talent in highly competitive environments. What you’ll do as a Sr. Technical Recruiter at Vanta: Own full-cycle recruiting for engineering roles: identify and engage top talent through various channels. Extend offers and successfully negotiate to close hires; providing candidates with an excellent experience from initiation through to their first day. Act as a trusted advisor to senior stakeholders: influence hiring strategy, role intakes, prioritization, and trade-offs in alignment with business outcomes. Set and uphold a high bar for technical hiring: design and calibrate candidate assessments in partnership with engineering leadership. Use data to drive decisions: tracking and analyzing funnel health, talent pool effectiveness, and hiring velocity to continuously improve hiring efficiencies. Represent and evolve Vanta’s engineering talent brand: ensuring candidates experience a thoughtful, high-signal, and respectful recruiting process. How to be successful in this role: 6+ years of experience in full-cycle technical recruiting focused on engineering, preferably within a high-growth and fast-paced environment Deep understanding of the engineering landscape: you ca

RestAIGoRust
R
📍 Foster City, California, United States· Full-time· Remote
✓ High-confidence listingCompany trend -87.5%
Quick readStrong listing-quality and freshness signals

Replit is the agentic software creation platform that enables anyone to build applications using natural language. With millions of users worldwide, Replit is democratizing software development by removing traditional barriers to application creation. About the role: We're hiring a Product Partnerships Manager to own Replit's most important strategic partnerships end-to-end: from identifying the opportunity to shipping the outcome and measuring the impact. This is a product-focused role where you will work with our consumer technology partners, such as Stripe, Shopify, Google, and the broader connector ecosystem. You'll work at the intersection of product strategy, ecosystem thinking, and deal execution. You'll need to be a serious Replit power user. You'll speak credibly with engineers. You'll negotiate with senior partner stakeholders. And you'll be the person accountable for turning ambiguous ecosystem opportunities into shipped product and business outcomes. What You'll Do Develop a clear point of view on Replit's partner landscape and build a prioritized pipeline of high-leverage opportunities across consumer tooling, AI tooling, cloud and infrastructure, and payments technology partners. Lead partner conversations from early exploration through joint product thesis, business case, commercial terms, launch plan, and post-launch iteration. Partner with Product, Engineering, Partner Engineering, Legal, Finance, Marketing, and Sales to turn agreements into shipped outcomes. Work directly with Partner Engineers to scope integrations, demos, prototypes, reference apps, and partner enablement assets. Define success metrics before every launch activation: retained usage, apps created, deployments, revenue, partner-sourced users, and use them to decide when to scale, iterate, or sunset a partnership. Build lightweight operating systems: partner scorecards, launch checklists, partner roadmap tracking, and repeatable frameworks for evaluating new opportunities. Represent

AIGoRustMarketing
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📍 New York, New York, United States· Full-time
✓ High-confidence listingCompany trend -93.7%
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. Snowflake is about empowering enterprises to achieve their full potential and people too. With a culture that’s all in on impact, innovation, and collaboration, Snowflake is the sweet spot for building big, moving fast, and taking technology and careers to the next level. Position Overview Snowflake Inc. is seeking a dynamic, strategic, and results-oriented Manager, Field Marketing - US Majors Financial Services to lead field marketing strategy and execution across our highest-value US Financial Services enterprise accounts (Banking, Asset Management, Capital Markets, and Insurance). In this dual-impact role, you will balance high-level strategic planning with hands-on execution. You will directly manage a team of two field marketing individual contributors, driving targeted field marketing programs and executive engagements that accelerate adoption of Snowflake’s AI Data Cloud within the financial services sector. Success requires strong cross-functional leadership, deep alignment with Enterprise Sales leadership, and a data-driven approach to pipeline creation, account expansion, and ROI. Key Responsibilities Strategy & Account Planning: Own and execute the end-to-end field marketing strategy for the US Majors Financial Services vertical, tailoring programs to address

RestAIGoRust
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📍 New York, New York, United States· Full-time
✓ High-confidence listingCompany trend -89.3%

From $100K/yr

Quick readStrong listing-quality and freshness signals

The GTM Strategy & Operations Associate will join a global team driving Datadog’s next phase of growth. We’re interdisciplinary thinkers leveraging diverse business backgrounds in management consulting, investment banking, business development, and tech to accelerate Datadog’s global growth. We work directly with Datadog’s most senior leaders to set strategy, improve efficiency across the business, support data-driven decision-making, own complex operations, and more. In this role, you will serve as the strategic partner for our Enterprise segment in the Americas region, identifying opportunities for revenue growth & sales force effectiveness, spearheading strategic initiatives across our go-to-market teams, and driving critical annual planning activities. This role offers the chance to make an immediate and significant impact as we continue to expand our Americas footprint. At Datadog, we place value in our office culture - the relationships and collaboration it builds and the creativity it brings to the table. We operate as a hybrid workplace to ensure our Datadogs can create a work-life harmony that best fits them What You’ll Do: Support the Enterprise Strategy & Operations team in addressing strategic and operational challenges faced by the Americas Enterprise sales leadership Partner with senior team members to analyze key business areas and surface insights that inform decision-making Support the design and execution of regional programs, including headcount planning, territory design, pipeline reviews, and business performance tracking Collaborate with cross-functional teams including Sales, Channels & Alliances, Marketing, and Customer Success to execute high-impact initiatives that drive growth and improve sales productivity Support sales leadership in executing critical operating rhythms (e.g., QBRs, forecast reviews, leadership updates) Drive day-to-day operational processes, including stakeholder support, KPI management, and process

AIGoRustTableau
V
📍 United States· Full-time· Remote
✓ Quality checkedCompany trend -92.7%

At Vanta, our mission is to help businesses earn and prove trust. We believe that security should be monitored and verified continuously, and we empower companies to practice better security and prove it with ease. Vanta has a kind and talented team, and while some have prior security experience, many have been successful at Vanta without it. This is not a back-office compliance role and it is not a generic sales-engineering role. You will operate as a named member of deal teams under our pod model: paired with Strategic and Enterprise Account Executives, embedded in their weekly cadences, engaged from first discovery through POC, onsite, close, and expansion. You will be the practitioner in the room that a buyer's CISO or GRC lead trusts — and the internal expert our AEs, SEs, and marketing team build around. What you’ll do as a Subject Matter Expert at Vanta: Serve as the dedicated GRC SME for a book of Strategic/Enterprise Account Executives: join discovery and qualification calls at the earliest deal stages, scope compliance programs against Vanta's platform, and support demos, POCs, workshops, and customer onsites across Compliance, Third-Party Risk Management, Risk Management, and Trust/Questionnaire Automation. Advise prospects on program architecture: multi-framework strategy, shared controls, business-unit and workspace scoping, custom frameworks, and audit sequencing. Answer field questions through our SME channels at customer-forwardable quality — including reviewing and validating AI-agent-generated answers before they reach customers. Our team runs AI-first: you'll use agents daily, act as the quality gate on their output, and (ideally) build tooling of your own. Design and deliver enablement: live sessions for GTM teams, bootcamp scenarios and mock-customer roleplay, async curriculum modules, and review of GRC marketing and SEO content. Own monthly alignment cadences with sales front-line managers; feed structured product feedback to our Product and PM

RestAIGoRust
V
📍 United States· Full-time· Remote
✓ Quality checkedCompany trend -92.7%

At Vanta, our mission is to help businesses earn and prove trust. We believe that security should be monitored and verified continuously, and we empower companies to practice better security and prove it with ease. Vanta has a kind and talented team, and while some have prior security experience, many have been successful at Vanta without it. This is not a back-office compliance role and it is not a generic sales-engineering role. You will operate as a named member of deal teams under our pod model: paired with Strategic and Enterprise Account Executives, embedded in their weekly cadences, engaged from first discovery through POC, onsite, close, and expansion. You will be the practitioner in the room that a buyer's CISO or GRC lead trusts — and the internal expert our AEs, SEs, and marketing team build around. What you’ll do as a Subject Matter Expert, GTM at Vanta: Serve as the dedicated GRC SME for a book of Strategic/Enterprise Account Executives: join discovery and qualification calls at the earliest deal stages, scope compliance programs against Vanta's platform, and support demos, POCs, workshops, and customer onsites across Compliance, Third-Party Risk Management, Risk Management, and Trust/Questionnaire Automation. Advise prospects on program architecture: multi-framework strategy, shared controls, business-unit and workspace scoping, custom frameworks, and audit sequencing. Answer field questions through our SME channels at customer-forwardable quality — including reviewing and validating AI-agent-generated answers before they reach customers. Our team runs AI-first: you'll use agents daily, act as the quality gate on their output, and (ideally) build tooling of your own. Design and deliver enablement: live sessions for GTM teams, bootcamp scenarios and mock-customer roleplay, async curriculum modules, and review of GRC marketing and SEO content. Own monthly alignment cadences with sales front-line managers; feed structured product feedback to our Product a

RestAIGoRust
R
📍 Foster City, California, United States· Full-time· Remote
✓ Quality checkedCompany trend -87.5%

Replit is the agentic software creation platform that enables anyone to build applications using natural language. With millions of users worldwide, Replit is democratizing software development by removing traditional barriers to application creation. About the Role Join Replit's key teams across the company, such as AI Research, Strategic Finance, or the Office of the CEO, for a unique paid internship built for sharp quantitative and creative minds. You will work alongside our top executives, in addition to world-class engineers, designers, and finance team on some of the hardest problems in AI-native software creation and accelerating key areas of our business. We are creating a dedicated track for students with strong mathematical backgrounds because the problems we are solving sit at the intersection of deep math and applied AI, including agent reasoning, systems optimization, and improving how our models learn and perform at scale. Your work will directly shape how millions of users build software. You Will: Contribute to real engineering problems that push the boundaries of AI-powered software creation Collaborate with engineers, designers, and product managers on infrastructure that powers Replit's platform Prototype novel approaches to problems in AI, systems, or tooling where mathematical rigor is the differentiator Ship work that impacts millions of developers globally, in an environment where your ideas are heard and often implemented Required Skills and Experience: Currently pursuing a Bachelor's, Master's, or PhD in Mathematics, Computer Science, Computer Engineering, Statistics, Physics, or a related quantitative field At least one semester of schooling remaining after the internship Demonstrated excellence in competitive mathematics such as IMO and IOI, quantitative research, or advanced coursework Genuine curiosity about AI, agent systems, company building, or developer tooling Extremely bullish on Replit and the future of AI-native software creation

Machine LearningAIGoExcel
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📍 New York, New York, United States· Full-time
✓ High-confidence listingCompany trend -89.3%

From $192K/yr

Quick readStrong listing-quality and freshness signals

As a Senior Product Manager for Regulated Industries, you'll drive our compliance, data sovereignty, and new market presence roadmap—one of Datadog's highest-growth focus areas. You'll work cross-functionally with teams across GTM , Support, Corporate Development, and fellow product managers to help accelerate that growth. A key focus of this role is international expansion across strategic markets, alongside supporting our ongoing regulated industries initiatives. At Datadog, we place real value in our office culture—the relationships, collaboration, and creativity it fosters. We operate as a hybrid workplace so our Datadogs can build a work-life balance that fits them. What You'll Do Define the roadmap for delivering Datadog's platform to highly regulated customers, globally Collaborate with product managers to help them succeed in regulated markets Speak fluently to the technical details customers care about—data flows and security architecture—for both engineering and executive audiences Enable GTM by partnering closely with sales and marketing teams Partner with Compliance Engineering and InfoSec teams Work with marketing, sales, and post-sales teams to identify gaps in our regulated offerings Deliver AI capabilities responsibly to highly regulated customers Who You Are You have five or more years of experience in a SaaS/B2B regulated industries role—Product Management, Compliance, Global Public Sector Engineering, or Product Marketing You're passionate about working with customers in regulated markets such as public sector, healthcare, and financial services You're customer-focused with high standards for quality You're energized by growth-stage opportunities You can engage deeply with technical, compliance, security, and executive audiences alike—from platform engineers to CISOs and CTOs You have excellent verbal and written communication skills, with the confidence to present ideas to technical stakeholders and executives alike You enjoy partnering cro

RestAIGoRust
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Relocation support. Relocation assistance is stated. This does not establish visa sponsorship.
📍 San Francisco, California, United States· Full-time
✓ Quality checkedCompany trend -84.1%

About the Role We’re seeking an Associate General Counsel to lead commercial legal strategy and execution for OpenAI’s silicon initiatives and the semiconductor ecosystem that supports our AI infrastructure. This is a senior, highly cross-functional role for a lawyer who can advise business and technical leaders across the semiconductor development, manufacturing, and supply lifecycle. The role will partner closely with silicon engineering, infrastructure, strategic sourcing, supply chain, manufacturing, finance, partnerships, IP, policy, regulatory, and trade compliance teams to structure and negotiate strategic arrangements with semiconductor ecosystem partners, technology providers, and critical suppliers. This person will help establish the commercial frameworks needed to protect OpenAI’s technology and support resilient, scalable commercial arrangements. We’re looking for an experienced technology transactions lawyer with meaningful semiconductor industry experience who can translate highly technical and operational issues into practical commercial structures. The ideal candidate combines strong judgment, commercial creativity, and the ability to lead complex, high-value transactions in a fast-moving and complex global ecosystem. This role is based in San Francisco, CA. We use a hybrid work model of 3-days in the office per week and offer relocation assistance to new employees. This role will: Lead commercial legal strategy and risk management for OpenAI’s silicon and related technology initiatives. Advise senior business, engineering, sourcing, and operational stakeholders on strategic relationships, commercial priorities, and complex transactions. Draft, negotiate, and advise on sophisticated development, manufacturing, supply, licensing, services, and strategic partnership agreements. Structure commercial arrangements that support long-term business and operational requirements. Advise on the commercial and operational issues that arise across the developmen

AWSRestAIGo
S
📍 Seattle, Washington, United States· Full-time
✓ Quality checkedCompany trend -95.9%

Who we are About Stripe Stripe is a technology company that builds economic infrastructure for the internet. Businesses of all sizes—from new startups to public companies like Amazon and Salesforce—use our software to accept online payments and run technically sophisticated financial operations in more than 100 countries. By helping businesses accept payments from anywhere in the world and accelerating the economic shift from offline to online, we aim to increase the GDP of the internet. About the team Stripe’s Leadership Recruiting Team (LRT) is a high-performing group of strategic and creative problem solvers. We are passionate about finding and hiring the very best leaders and experts from around the globe to help drive the next arc of Stripe’s growth. What you’ll do In this role, you will be directly responsible for partnering with senior stakeholders to identify, attract, assess, and hire individuals for leadership roles across the company. Responsibilities Strategically partner with executives to hire top talent for Stripe’s highest priority engineering leadership roles Define, design, and implement recruiting processes and search engagements for a variety of senior leadership roles. This includes understanding and mapping the talent landscape, internal calibration and referrals, and matching those data points with the external talent supply Manage end-to-end leadership-level searches from inception of candidate contact to onboarding, including research, outreach strategies, candidate experience, negotiations, partnering with HR for successful onboarding, and communicating with stakeholders along the way Collaborate with cross-functional partners, such as People Partners, Compensation, and Business Leads, to align hiring goals with business needs Develop competency-based interviews that surface a candidate’s full range of capabilities, explore their aspirations, and gain insight into how their experience will apply to a leadership role at Stripe Fo

AIGoRustSalesforce
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📍 San Francisco, California, United States· Full-time· Remote
✓ Quality checkedCompany trend -84.1%

About the Team OpenAI's Marketing team helps customers understand, adopt, and get value from OpenAI's products and platform. Within Ads Marketing, Partner Marketing is responsible for building the ecosystem that helps advertisers access, activate, measure, and grow on ChatGPT through the partners they already work with. Our team brings that ecosystem to life by meeting advertisers where they already work, while also helping them discover new platforms and capabilities that can strengthen their advertising strategy. We partner with technology, measurement, agency, and other strategic partners to make it easier for advertisers to access ChatGPT Ads, launch and optimize campaigns, measure performance, and grow their investment over time. About the Role ChatGPT Ads is creating a new environment for how people discover products, evaluate options, and make decisions. As advertising in ChatGPT grows, our partner ecosystem will play a critical role in helping advertisers access, measure, and get more value from this new channel. We’re looking for an experienced individual to focus on ads partner marketing to help build and scale the partner marketing function for ChatGPT Ads. In this role, you will develop the strategy, programs, and go-to-market frameworks that activate our ecosystem of technology, measurement, and other strategic partners. You will work closely with partners ranging from global advertising platforms and measurement companies and emerging technology providers. Your goal will be to turn partnerships into meaningful business impact by helping partners bring advertisers onto ChatGPT Ads, accelerate adoption, increase investment, and demonstrate the value of advertising in a conversational environment. This is a highly cross-functional role at the intersection of partnerships, product marketing, sales, communications, and growth. You will help define how we bring partners to market, where we invest, and how we scale successful programs as the ecosystem grows.

AWSGitRestAI
D
📍 New York, New York, United States· Full-time
✓ High-confidence listingCompany trend -89.3%

From $80K/yr

Quick readStrong listing-quality and freshness signals

The GTM Strategy & Operations Associate will join a global team driving Datadog’s next phase of growth. We’re interdisciplinary thinkers leveraging diverse business backgrounds in tech, management consulting, investment banking and business development to accelerate Datadog’s global growth. We work directly with Datadog’s most senior leaders to set corporate strategy, improve efficiency across the business, support data-driven decision-making, own complex operations, and more. In this role, you will identify opportunities for revenue growth and design strategic go-to-market (GTM) initiatives by evaluating business tradeoffs and partnering with senior leaders to shape GTM strategy. You will drive key planning processes, including capacity planning and quota planning, optimization and expansion strategies, and KPI design and measurement. Additionally, you will lead critical operational initiatives and long-term strategic projects that improve execution and help build the foundation for the company's continued growth. At Datadog, we place value in our office culture - the relationships and collaboration it builds and the creativity it brings to the table. We operate as a hybrid workplace to ensure our Datadogs can create a work-life harmony that best fits them. What you’ll do: Strategic roadmap development: Develop short- and long-term GTM strategies by identifying growth opportunities, setting business priorities, and aligning sales and growth targets. Lead strategic planning initiatives, including headcount and KPI planning, incentive design, and cross-functional projects to improve execution and accelerate revenue growth. Global quota ownership: Own quotas for the global Sales organization – build and maintain quota models, adjust them throughout the year in response to org changes, and drive stakeholder alignment along the way. GTM analysis, reporting, and modeling: Analyze sales and GTM data to identify trends and understand efficiency by channel. Develop data

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