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GTM Planning Operations

OpenAIOpenAI·Artificial Intelligence

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~7 min

Ashby

Posted

83 days

01

About the role

About the Team

OpenAI’s mission is to build safe artificial general intelligence (AGI) that benefits all of humanity. This long-term undertaking brings together the world’s best scientists, engineers, and business professionals. Our Go-To-Market (GTM) organization helps customers understand, adopt, and scale OpenAI’s products and platform. Revenue Operations partners closely with Sales, Finance, and HR/People to drive disciplined planning and performance management. The GTM Planning team defines how company strategy translates into targets, segmentation, and coverage models that guide execution in the field, ensuring our GTM approach remains both analytically rigorous and operationally executable as we scale.

About the Role

We are hiring a GTM Planning operator to own target setting, segmentation, and coverage design centrally across our GTM organization. This is a high-impact individual contributor role responsible for defining how we set targets, structure GTM teams, and deploy coverage across segments and geographies. You will translate company growth goals into clear, actionable plans for the field and drive consistency and rigor across GTM planning processes. You will partner closely with Sales, Technical Success, and Finance leadership to shape planning decisions, frame tradeoffs, and continuously evolve how we maximize growth and efficiency.

You’ll be responsible for:

  • Define and own the GTM region & segment target-setting methodology

  • Translate company-level revenue goals into quotas across segments, roles, and region

  • Drive tradeoffs across growth, efficiency, and coverage in partnership with Finance and GTM leadership

  • Define customer and market segmentation (e.g., enterprise, midmarket, SMB, industry verticals, product motions)

  • Continuously refine segmentation based on core KPIs and market dynamics

  • Ensure segmentation is consistently applied across planning and territory execution

  • Evolve coverage models in partnership with GTM leadership to optimize growth, efficiency, and customer engagement

  • Analyze GTM performance drivers (e.g., attainment, segment performance, book size, coverage ratios)

  • Identify opportunities to improve growth and efficiency

  • Translate analysis into clear, actionable recommendations for leadership

  • Partner closely with Sales leadership to ensure plans are credible and executable in the field

  • Incorporate field feedback into planning iterations

  • Deliver clear, executive-ready narratives to support planning decisions

  • Drive how targets and segmentation are implemented in systems (e.g., Salesforce, BI tools)

  • Partner with data and systems teams to ensure accuracy, scalability, and consistency

  • Improve usability and reliability of planning data across GTM workflows

We’re looking for someone with:

  • 7+ years of experience in Sales Strategy, GTM Strategy & Planning, Revenue Operations, or similar roles in a high-growth B2B environment

  • Direct experience owning or heavily contributing to target setting, quota development, segmentation, and/or territory design

  • Strong understanding of GTM mechanics (quota setting, territory design, book construction, coverage models)

  • Deep modeling experience, including capacity modeling and topline / target setting (e.g., financial plans, quotas) to support GTM planning decisions

  • Proven ability to translate business goals into structured plans and field-ready targets

  • Advanced analytical skills (SQL, spreadsheets, BI tools such as Tableau) and experience with and planning platforms (e.g., Anaplan or similar tools)

  • Strong communication and stakeholder management skills with the ability to influence senior leaders

  • High

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Aplyr's read

OpenAI is a pioneering AI research organization focused on developing AGI to benefit humanity, attracting talent keen on ethical and innovative AI solutions.

Synthesized from recent postings & public sources

What's promising

  • OpenAI is at the forefront of AI research, driving innovation in artificial general intelligence.
  • The company emphasizes ethical AI development, appealing to those passionate about responsible technology.
  • OpenAI offers diverse roles across engineering, sales, and creative fields, indicating a dynamic work environment.

What to watch

  • OpenAI's rapid growth may lead to organizational challenges and resource strain.
  • The focus on AGI poses inherent risks and ethical dilemmas that require careful navigation.
  • Limited public information about internal culture and work-life balance may concern potential applicants.

Why OpenAI

  • OpenAI's mission to ensure AGI benefits all of humanity sets it apart in the tech industry.
  • The organization combines cutting-edge research with a strong emphasis on ethical AI practices.
  • OpenAI's diverse hiring across global markets reflects its commitment to international impact and collaboration.

Aplyr’s read is generated by AI from public sources. Was it useful?

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About OpenAI

OpenAI is an artificial intelligence research organization that aims to ensure that artificial general intelligence (AGI) benefits all of humanity. They develop advanced AI technologies and promote safe and responsible AI practices.

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