AI Deployment Manager, Scale
Cursor is hiring an AI Deployment Manager, Scale for a remote role open to applicants in United States. Level rates it ; you can apply on Cursor.
Level's read on this job
- On Level's scale, this role is Works on AI ●●●○: the daily work is on AI products, without building the model.
- This is listed as a remote role.
- The posting mentions Grok, Grok Build and Grok Bot among its tools and skills.
- Level classes it as a lead role.
- Cursor has 120 other open roles on Level.
AI in this role
Drive retention and consumption for high-potential accounts using AI software tools and agent workflows.
SpaceX was founded under the belief that a future where humanity is out exploring the stars is fundamentally more exciting than one where we are not. Today, SpaceX is actively developing the technologies to make this possible, with the ultimate goal of making life multiplanetary and expanding consciousness to the stars.
SpaceXSI is building Super Intelligence to help humanity understand the universe. Our teams are building the full Super Intelligence stack: from our Colossus supercomputers, to Grok models, to our suite of applications, including Grok Bot, Grok Build, Grok Imagine, Grok Voice, and X. We're creating a powerful flywheel where more compute trains better models, better models power more useful products, and what we learn from people using those products shapes what we build next.
About SpaceXAI
SpaceXAI builds the vertically integrated stack for useful AI: models, the products people work in every day, and the compute underneath. We're Cursor + Grok as one company: Grok Build (Cursor) for engineering in real codebases, Grok Bot for autonomous knowledge work, and Grok when you want to steer the result. Same intelligence layer; not a coding-only tool company.
We're a flat, talent-dense team that likes truth-seeking, sharp debate, and shipping.
About the role
This is a founding seat on our Scale team. You'll help define how SpaceXAI partners with thousands of customers at once: which accounts get a person, which get a program, and what great looks like for both.
You'll cover a portfolio of fast-growing customers, from startups to established companies. About half your time goes to a named book of roughly 100 high-potential accounts, a quarter to a shared pool of accounts the team covers together, and a quarter to building programs that reach the entire portfolio. You're measured on retention and consumption across all of it.
What you'll do
Own retention and consumption for ~100 named accounts, helping them get real value from Grok Build, Grok Bot, and the rest of the SpaceXAI stack, and partnering with Account Executives on renewals and expansion
Cover a shared pool of accounts alongside the team, stepping in where usage, risk, or opportunity calls for it
Build repeatable programs (workshops, office hours, onboarding, campaigns) that scale across the whole portfolio
Lead conversations with engineers, business teams, and executives about how AI changes the way they work
Use account health, usage data, and AI agents to decide where your time matters most
Bring the customer's voice back to Product and Engineering and help shape what we build
You may be a fit if
You've helped build a scaled or digital customer motion from the ground up, or been an early member of a team that defined how it works
You've managed a large book of accounts in a post-sales role and can point to the impact, like growing usage, protecting revenue, or being recognized as a top performer
You come from SaaS, developer tools, AI, or a closely related space
You're technical enough to earn credibility with engineering teams, and just as comfortable with business users and executives
You know when to go deep on one account and when to solve a problem once for a hundred
You've built playbooks or tools other people rely on
You use AI in your own work every day
How we rate this
AI Deployment Manager, Scale at Cursor rates 65 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.
Works on AI. The daily work is on AI products, without building the model.
- ●●●● Builds AI80 to 100
- ●●●○ Works on AI60 to 79
- ●●○○ Uses AI40 to 59
- ●○○○ Little AI0 to 39
Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.
Prepare for this job
Built from this posting and from similar jobs on Level.
Skills and AI tools this role asks for
Questions you could be asked
- How do you decide when an AI agent can act on its own versus asking for approval first?
- Tell me about a project where customer success was part of your work. What did you do?
- Tell me about a project where account management was part of your work. What did you do?
- Tell me about a project where ai adoption was part of your work. What did you do?
- Tell me about a project where retention was part of your work. What did you do?
Adapt your resume
- List these exact terms on your resume: AI agents, Customer Success, Account Management, AI Adoption, and Retention. An applicant tracking system matches the wording, not the idea.
- Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
- Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.
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