Jobs in United Kingdom

Marketing Manager in London

95 active opportunities · Updated October 2026

Explore current marketing manager jobs in London. Filter by work mode, employment type, experience, department, date posted and distance.

Hiring demand

45/100

steady · 15 related jobs

Hiring trend

-92.9%

Job postings compared with the previous 30 days

Remote options

6.7%

Share of matching jobs listed as remote

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Licensed UK sponsor. This company appears in the UK worker sponsor register. A license does not mean this role offers sponsorship.
📍 London, United Kingdom· Full-time
✓ High-confidence listingDemand 45/100Company trend -100%

From $10K/yr

Quick readStrong listing-quality and freshness signals

About Ramp Ramp is building the smart infrastructure for finance teams, embedded in the transaction flow of every dollar a business spends. We automate how over $200B in annualized spend flows in and out of 70,000+ companies: authorizing payments, flagging risk, categorizing spend, and closing books. The problems are high-stakes, data-dense, and unforgiving. We hire people with high agency and high urgency. We look for slope over intercept. We care less about where you trained and more about what you’ve built. At Ramp, everyone is a builder who owns problems end to end and makes consequential decisions that shape the outcome. The median Ramp customer saves 5% and grows revenue 16% in their first year – far in excess of businesses operating without Ramp. We believe every ambitious company deserves the same. If you want to build systems that directly shape how companies move and manage billions, Ramp is the place to do it. About the Role Ramp is looking for a Product Marketing Manager to help establish and scale our presence across the UK and Europe. As one of the first marketing hires dedicated to the region, you’ll play a critical role in defining how Ramp enters, positions, and grows in new markets. You’ll uncover customer, competitive, and market insights that shape our go-to-market strategy, develop messaging and positioning that resonates with local buyers, and partner closely with Product, Sales, Growth, and Marketing to drive awareness, pipeline, and adoption. This is a rare opportunity to build a regional product marketing function from the ground up, shaping everything from positioning and launches to competitive strategy and market expansion. You’ll sit within Ramp’s Enterprise & International Product Marketing team and work day-to-day alongside our GM Europe, dedicated sales team, and growth marketing lead. This role is based in London and requires someone with deep instincts for how UK businesses evaluate and purchase financial software. We’re looking

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📍 London, United Kingdom· Full-time
✓ Quality checkedDemand 45/100Company trend -100%

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. We’re at the forefront of the data revolution, building the world’s greatest data, applications and AI/ML platform. Our get it done culture empowers everyone at Snowflake to innovate, create work with lasting impact, and thrive in a collaborative environment. Snowflake EMEA product marketers conceive of and execute go-to-market plans that drive awareness, adoption and drive success for our customers. We are looking for a Product Marketing Manager to orchestrate go-to-market execution targeting Enterprise Architects, scale global programmes, amplify regional priorities, and ensure our message resonates with this persona and broader technical decision-makers across industries. This is a highly cross-functional role, working closely with Account Teams, Field Marketing, Technical Sales, ABM, Demand Generation and Global Product Marketing to align strategy with execution. The successful candidate will thrive on programme orchestration, community building, enablement at scale, and surfacing regional insights to shape global direction. This role is based out of Snowflake’s London office. What You’ll Do Own and align marketing strategy in the EMEA region for the Enterprise Architect persona, ensuring plans reflect technical architecture insights and empowering the field to execute

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Licensed UK sponsor. This company appears in the UK worker sponsor register. A license does not mean this role offers sponsorship.
📍 London, England, United Kingdom· Full-time
✓ High-confidence listingDemand 45/100
Quick readStrong listing-quality and freshness signals

About the Job: We're looking for a Senior EMEA Marketing Manager to lead marketing in the region, in close collaboration with Sales, with field activities and events as the core part of the role. This is a senior, individual-contributor position for someone who knows how great regional B2B marketing programs are built — from tactics through hands-on execution — and who's looking to shape and build the approach rather than run a standard playbook. You'll join a growing international marketing team in an essential role for the team and business, reporting to the International Marketing Director. You'll take full ownership of the EMEA field calendar and act as the region's on the ground presence, with the scope to also contribute to broader regional marketing campaigns. In this role, you'll get to innovate and design impactful, memorable experiences that drive real results. Responsibilities: Own the EMEA field calendar end-to-end — from tactics and planning through execution and post-event follow-through, across owned events, third-party conferences, sponsorships, executive roundtables, and partner co-marketing events etc. Lead regional sponsorship approach and vendor management — negotiate sponsorship packages and deliverables, coordinate on assets and work with agencies, partners and vendors. Design differentiated, memorable experiences — go beyond the standard execution model to create formats that genuinely engage audiences and build awareness around the brand. Partner closely with EMEA Sales — work hand-in-hand with Sales and SDR teams on field activities, on-site engagement, and structured post-event follow-up. Act as a confident, credible voice with internal stakeholders to represent Marketing. Own reporting and ROI — track leads, pipeline capture, and spend against your Marketing activities and campaigns, and report results back to leadership. Operate independently — take action and define approach, budget requests, format, and vendors in line with Sales

GitAIGoDevOps
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📍 London, United Kingdom· Full-time
✓ Quality checkedDemand 45/100Company trend -100%

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 AI and data-driven marketing. Join the Snowflake team. 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 and 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 PMM gets done. We’re at the forefront of the data revolution, building the world’s greatest data, applications and AI/ML platform. Our get it done culture empowers everyone at Snowflake to innovate, create work with lasting impact, and thrive in a collaborative environment. Snowflake EMEA product marketers conceive of and execute go-to-market plans that drive awareness, adoption and drive success for our customers. We are looking for a Senior Product Marketing Manager to orchestrate go-to-market execution targeting AI dec

AIGoRustMarketing
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Licensed UK sponsor. This company appears in the UK worker sponsor register. A license does not mean this role offers sponsorship.
📍 London, Greater London, United Kingdom· Full-time
✓ Quality checkedDemand 45/100Company trend -100%

Synthesia is the world’s leading AI video platform for business, used by over 90% of the Fortune 100. Founded in 2017, the company is headquartered in London, with offices and teams across Europe and the US. As AI continues to shape the way we live and work, Synthesia develops products to enhance visual communication and enterprise skill development, helping people work better and stay at the center of successful organizations. Following our recent Series E funding round, where we raised $200 million, our valuation stands at $4 billion. Our total funding exceeds $530 million from premier investors including Accel, NVentures (Nvidia's VC arm), Kleiner Perkins, GV, and Evantic Capital, alongside the founders and operators of Stripe, Datadog, Miro, and Webflow. The Role We're seeking a Product Marketing Manager to lead positioning and launches for Synthesia's core product - the studio and video creation experience that powers how customers create, customize, and deploy enterprise video at scale. The role reports to the Head of Product and Customer Marketing and will own some of Synthesia's most important product launches. You'll partner closely with Product, Engineering, Sales, and Customer teams to bring flagship launches to market and shape how customers understand both the power and the simplicity of creating video with Synthesia. This is a high-visibility area that touches every part of the core platform, with significant room to grow as Synthesia's Product Marketing function scales. About the Role Lead core product launches - Own positioning, messaging, and go-to-market execution for the studio and video creation experience, partnering with Product to bring new capabilities to market Build the product narrative - Develop the overarching story about what the studio enables, translating individual launches into a cohesive arc about Synthesia's evolution Drive adoption & enablement - Create campaigns, assets, and sales collateral that move customers from awarenes

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📍 London, England, United Kingdom· Full-time
✓ Quality checkedDemand 45/100Company trend -100%

Developers don’t want more marketing. They want relevance, technical depth, and experiences worth showing up for. As Senior Field Marketing Manager, you will help bring Coder’s regional marketing programs to life. You will execute field and ABM programs that build awareness, support sales, and create pipeline across the European market. You will work closely with a Senior Marketing Manager, sales, partners, and the broader marketing team. You will coordinate events, activate campaigns, and keep programs moving on time and on brand. What you’ll do here Execute regional field marketing plans aligned to global strategy and EMEA priorities. Run virtual and in-person events that people actually remember, from platform engineering roundtables to developer meetups to enterprise field programs. Support lead generation and pipeline goals through strategic programs, clear handoffs, and timely follow-through. Partner with global marketing teams to localize campaign content and messaging for EMEA audiences. Help execute co-branded campaigns and joint event opportunities with strategic alliances, resellers, and channel partners. Partner closely with sales on ABM plays for high-priority accounts, helping turn target account lists into real conversations and pipeline. Coordinate account-specific assets, communications, and campaign touchpoints that support sales outreach and pipeline creation. Support pre-event ABM motions, including target account coordination, personalized outreach support, and follow-up planning. Keep projects organized, timelines moving, and chaos to a minimum across regional campaigns and events. What we’re looking for 4–7 years of field marketing experience, preferably in B2B technology or developer-focused companies. Hands-on experience executing regional field marketing programs, including events, partner campaigns, and sales-aligned marketing motions. Experience supporting or executing account-based marketing programs, including target account planning, p

AWSAIGoDevOps
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📍 London, United Kingdom· Full-time
✓ Quality checkedDemand 45/100

At Linear, we're building the product development system for teams and agents. AI is fundamentally changing how software gets built, and we’re shaping the tools this new era requires. Founded in 2019, Linear has become the platform of choice for more than 40,000 companies (including OpenAI, Coinbase, and Ramp) to plan, build, and ship their products. Today, our team is distributed across North America, Europe, and Australia, and we’re continuing to grow internationally. What unites us is relentless focus, fast execution, and a deep care for software craftsmanship. We’re hiring a Product Marketing Manager to help shape how Linear’s products are brought to market and understood by customers. This role sits at the intersection of Product, Engineering, Design, CX, Sales, and Marketing, and is responsible for turning technically sophisticated product work into clear narratives, strong launches, and high-quality customer-facing experiences. You’ll go deep on the product, define positioning and messaging, and drive execution across the surfaces that matter most—from in-product copy and changelogs to enablement, documentation inputs, email, and launch communications. This is a hands-on role for someone who combines product judgment, excellent writing, and strong cross-functional leadership. Location & work mode Linear is a remote-first company, with optional co-working offices in San Francisco, New York, and London. This role is open to candidates based in North America and the United Kingdom. You can work from anywhere within these regions. We value deep focus and async collaboration, with intentional moments to connect in person through team off-sites, optional co-working, and occasional travel. What you’ll do Develop positioning, messaging, and core narratives for feature releases, key launches, and strategic product narratives Partner closely with Product management, Engineering, and Design to refine how products are presented across in-product and external surfaces

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📍 London, United Kingdom· Full-time
✓ Quality checkedDemand 45/100Company trend -92.3%

Datadog is seeking a Field Marketing Manager to develop and execute regional field marketing programs that drive pipeline, build brand awareness, and deliver exceptional customer experiences across the region. This is a true field marketing role spanning campaigns, account-based marketing, and events, you'll partner closely with Sales, Demand Gen/ABM, Partner Marketing, and Communications to bring Datadog's go-to-market strategy to life in market. In the initial 6 months, your focus will be on planning and executing a curated slate of first and third-party events and sponsorships across the region. 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: Develop and execute regional field marketing programs - including campaigns, account-based marketing, and events - that drive pipeline and strengthen Datadog's brand in market Own the marketing pipeline generation outcome from conception to execution to results Evaluate and prioritize third-party sponsorship opportunities based on audience fit, brand visibility, and pipeline potential Partner with Sales, field marketing teams, and Demand Gen/ABM to align target account lists, build pipeline-driving campaigns, and convert event and program engagement into qualified pipeline Collaborate with Communications and Partner Marketing to align messaging and co-marketing opportunities across programs Own on-site logistics and execution for events, ensuring high-touch, on-brand delivery for customers, prospects, and partners Track and report on program and event performance (pipeline influenced, cost-per-lead, attendee quality) and use data to continuously optimize Act as the regional point of contact for field marketing strategy, keeping regional leadership and global marketing ops aligned on status and risks

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📍 London, United Kingdom· Full-time
✓ High-confidence listingDemand 45/100Company trend -100%
Quick readStrong listing-quality and freshness signals

Join us in building the future of finance. Our mission is to democratize finance for all. An estimated $124 trillion of assets will be inherited by younger generations in the next two decades. The largest transfer of wealth in human history. If you’re ready to be at the epicenter of this historic cultural and financial shift, keep reading. About the team & role We are building an elite team, applying frontier technologies to the world’s biggest financial problems. We’re looking for bold thinkers. Sharp problem-solvers. Builders who are wired to make an impact. Robinhood isn’t a place for complacency, it’s where ambitious people do the best work of their careers. We’re a high-performing, fast-moving team with ethics at the center of everything we do. Expectations are high, and so are the rewards. The Robinhood International & Crypto team’s mission is to democratize finance for all by making investing simple, safe, and accessible. We’re a collaborative group of marketers, product thinkers, and strategists working together to drive adoption and engagement expansion markets. As a Product Marketing Manager , you’ll play a key role in how we connect with customers and drive growth for Robinhood in expansion markets. In this role, you’ll lead go-to-market strategy for new products and features and help shape the product growth strategy for our brokerage and crypto offering in a highly regulated and fast-moving environment. We’re looking for a consumer product marketer who can build and execute strategies that drive awareness, adoption, and growth, partnering closely with cross-functional teams across product, creative, research, legal, compliance, and more! This role is based in our UK office, with in-person attendance expected at least 3 days per week. At Robinhood, we believe in the power of in-person work to accelerate progress, spark innovation, and strengthen community. Our office experience is intentional, energizing, and designed to fully support high-

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📍 London, United Kingdom· Full-time
✓ Quality checkedDemand 45/100Company trend -100%

Who Are We? Postman is the world’s leading API platform, used by more than 45 million+ developers and 500,000 organizations, including 98% of the Fortune 500. Postman is helping developers and professionals across the globe build the API-first world by simplifying each step of the API lifecycle and streamlining collaboration—enabling users to create better APIs, faster. The company is headquartered in San Francisco and has offices in Boston, New York, Austin, Tokyo, London, and Bangalore - where Postman was founded. Postman is privately held, with funding from Battery Ventures, BOND, Coatue, CRV, Insight Partners, and Nexus Venture Partners. Learn more at postman.com or connect with Postman on X via @getpostman. P.S: We highly recommend reading The "API-First World" graphic novel to understand the bigger picture and our vision at Postman. About the Role Postman is looking for a Field Marketing Manager to drive pipeline growth and in-market execution across the UK. This role sits within Revenue Marketing and is focused on bringing regional campaign strategy to life in one of our most mature and competitive markets. You’ll execute high-impact programs that engage developers, product teams, and enterprise buyers — with a strong emphasis on deal acceleration and executive engagement. You’ll partner closely with sales to ensure marketing is aligned to priority accounts and pipeline needs, and you’ll play a key role in how Postman shows up in-market across the UK. We’re looking for someone who thinks in terms of pipeline, not programs — and knows how to execute in ways that move deals forward. What You’ll Own UK Pipeline Contribution & In-Market Execution Execute regional marketing plans aligned to UK pipeline goals Focus on driving pipeline creation, acceleration, and deal progression Align programs to territory plans, key accounts, and pipeline gaps Integrated Campaign Execution (Field + Digital + ABM) Execute multi-channel programs including: In-person ev

GitAIGoRust
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📍 London, United Kingdom· Full-time
✓ Quality checkedDemand 45/100Company trend -100%

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 Overview Snowflake is looking for a Sr Field Marketing Manager to support our growth in the Commercial Segment across EMEA! As the dedicated field marketing partner to Snowflake's Commercial sales organisation, you'll support one of Snowflake's largest and fastest-growing businesses globally. The Commercial team works with some of EMEA's most exciting high-growth companies, from startups and digital-native businesses to established SMB organisations, and continues to expand into new customer segments and markets. In this role, you will be responsible for driving demand through field programs to accelerate pipeline growth, customer expansion, and revenue. You'll help shape Snowflake's go-to-market strategy across the region, partnering closely with Commercial leadership to identify growth opportunities, develop targeted marketing strategies, and execute integrated campaigns end-to-end. This is a strategic and highly execution-focused role well suited to a strategic marketer who enjoys taking ideas from concept to launch, operating independently, and seeing programs translate into pipeline and revenue. What You'll Do Own and execute the Commercial Field Marketing strategy , developing integrated marketing programs that drive awareness, pipeline generation, and customer e

GitAIGoRust
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📍 London, United Kingdom· Full-time
✓ Quality checkedDemand 45/100Company trend -100%

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. We are seeking a Senior Field Marketing Manager to lead enterprise-focused strategy and demand orchestration for our EMEA Sales organisation. In this role, you are a strategic partner to sales leadership and a key architect of Smartsheet’s field marketing engine. You are accountable for driving pipeline velocity, defining investment strategy, and establishing the operational rigor required to win in complex enterprise accounts. This is a role for a seasoned field marketing leader who thrives in evolving environments. You will look beyond individual tactics to build scalable marketing engagement plans that can be leveraged across the organization, ensuring Smartsheet maintains a world-class presence that resonates with sophisticated buying committees and drives measurable revenue impact. What You’ll Do Drive Segment Pipeline & Engagement: Achieve account and segment pipeline and engagement goals through targeted marketing strategies and tactics tailored to the high-priority sales segment you support. Own Segment Strategy: Align marketing investment directly to enterprise revenue targets, pipeline gaps, and regional sales priorities for your segment. Deliver Regional Event Excellence: Align and collaborate with other marketing teams such as Customer marketing, Demand events, Growth marketing, Sales development and others to create and deliver regional events and programs that meet regional pipeline, awareness, and customer cross-sell and upsell objectives. Orchestrate Sales Alignment: Establish and lead regular b

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📍 London, United Kingdom· Full-time
✓ Quality checkedDemand 45/100Company trend -100%

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. AI is reshaping how enterprises buy, adopt, and expand work management platforms — and the conversation is moving faster in EMEA than most vendors are equipped to support. Smartsheet is building a market-leading AI narrative anchored in organizational intelligence, agentic workflows, and the Model Context Protocol (MCP), and this role exists to make that narrative land with EMEA field teams and the enterprise buyers they serve. As a Sr. Product Marketing Manager on the AI GTM Strategy team, you will be the in-region AI product marketing partner for Smartsheet's EMEA sales organization. You will translate the global AI narrative, product roadmap, and enablement infrastructure into regionally activated content, training, and field support — ensuring EMEA account executives, solution engineers, and customer success managers can lead substantive AI conversations that drive pipeline and expansion. This is not a generalist PMM role. You will own the intersection of AI product marketing and regional field activation across EMEA, working at the pace of a rapidly evolving product surface and a field organization that needs to be ahead of the market conversation. The role is hybrid, based at Smartsheet’s corporate offices in London, UK. You will report to our VP, AI Market Strategy. You will own: AI Narrative Activation — EMEA Execute the regional activation of Smartsheet's global AI narrative across EMEA field teams, adapting messaging for market maturity, regulatory context, and competitive dynamics specific to European enterpri

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Licensed UK sponsor. This company appears in the UK worker sponsor register. A license does not mean this role offers sponsorship.
📍 London, Greater London, United Kingdom· Full-time
✓ Quality checkedCompany trend -100%

Synthesia is the world’s leading AI video platform for business, used by over 90% of the Fortune 100. Founded in 2017, the company is headquartered in London, with offices and teams across Europe and the US. As AI continues to shape the way we live and work, Synthesia develops products to enhance visual communication and enterprise skill development, helping people work better and stay at the center of successful organizations. Following our recent Series E funding round, where we raised $200 million, our valuation stands at $4 billion. Our total funding exceeds $530 million from premier investors including Accel, NVentures (Nvidia's VC arm), Kleiner Perkins, GV, and Evantic Capital, alongside the founders and operators of Stripe, Datadog, Miro, and Webflow. About this role We’re looking for a hands-on SEO Manager to join our Marketing team and help us strengthen Synthesia’s organic growth engine. This is a role for someone who loves experimentation, automation, and creativity as much as analytics — and who gets excited about building high-quality, high-converting website experiences (UX + CRO) that drive users into product. What's exciting about this job? You’ll play a critical role in building the future of Synthesia’s organic growth engine, collaborating with smart, highly motivated peers. You’ll have the freedom to experiment, test bold ideas, and explore how AI and automation are reshaping search optimization. We move fast, value experimentation over theory, and encourage you to break the “SEO rulebook” when it leads to better outcomes. How will your day-to-day look? Managing end-to-end SEO initiatives across on-page, technical, and content — with a particular focus on creating outstanding landing pages and journeys that drive users into product. You’ll partner closely with Product, Brand/Design, and Engineering to improve UX, conversion, and performance, while using data and experimentation to continuously iterate. We move very fast and prefer doing > talki

DC
📍 London, England, United Kingdom· Full-time
✓ High-confidence listing
Quick readStrong listing-quality and freshness signals

Position Overview: We are seeking a strategic, data-driven leader with a deep understanding of sales processes, marketing strategies, and customer success to join the GTM Operations team. The Manager of GTM Operations (EMEA/APAC) is a critical, strategic partner to the VP of Sales in EMEA and APAC. You will foster collaboration and alignment among the entire commercial organization including Sales, Customer Success, Marketing, and Partnerships. The ideal candidate will have a proven track record of building scalable processes and leveraging AI to drive sustained revenue growth. Strong analytical and strategic planning capabilities are essential. Key Responsibilities: Commercial Strategy and Growth Partner with the Sales and Finance to develop and operationalize a commercial growth strategy, ensuring alignment between pipeline and bookings targets, capacity, headcount and budgets Translate complex data into actionable recommendations for Commercial leaders Develop and maintain segmentation models and sales coverage strategies that align to growth objectives, drive focus, and optimize rep productivity Forecasting & Pipeline Management Drive and evolve the sales forecasting framework, implementing a disciplined, data-driven forecast cadence across all theatres and segments Utilize Salesforce, GTM tools and data sets (snowflake) to drive predictability, pipeline conversion, stage hygiene, and deal inspection processes. Leverage AI and machine learning capabilities within the existing data stack (e.g., Snowflake, Salesforce) to enhance forecast accuracy, surface pipeline risk earlier, and automate routine reporting Deliver consistent r

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