Software Engineer, Model Lifecycle and Signals
Cursor is hiring a Software Engineer, Model Lifecycle and Signals in New York, United States. It pays $140k-$225k a year and Level rates it ; you can apply on Cursor.
Level's read on this job
- Builds AI ●●●● is how Level rates this software engineer role: the job is building AI systems.
- Tools and skills the posting cites include Grok, model evaluation and routing.
- Level classifies it as a mid-level role.
- Level lists 113 other open roles at Cursor.
- The role was posted in the last few days.
AI in this role
Own the bridge between frontier AI models and user-facing products by building routing and evaluation systems.
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.
SOFTWARE ENGINEER, MODEL LIFECYCLE AND SIGNALS
As a Software Engineer on the Model Lifecycle and Signals team at SpaceXSI, you'll own the bridge between frontier models and every user-facing Cursor product, used at a scale few teams ever see. You'll decide when we use which model, spot where models go off track and build the guardrails to keep them on it, and shape what the next generation of models should learn. This role sits at the intersection of infrastructure, data, and product: you'll bring models from preview to production, dig into real-world data to find out what's actually working, and partner with research, inference, product, and data science teams to turn that evidence into better products and better models. Every improvement you make compounds across our products and every model we ship.
RESPONSIBILITIES:
Get new frontier models into users' hands the day they're ready, and retire old ones without anyone noticing
Evaluate internal and external preview models before launch and give meaningful feedback to the teams building them
Build Cursor Router (https://cursor.com/docs/cursor-router): decide which model handles each request, balancing quality, speed, and cost at massive scale
Build the eyes and ears of the product, and the experimentation platform that puts them to work: signals that show where each model shines, where it goes off track, and what "better" actually means
BASIC QUALIFICATIONS:
Bachelor's degree in computer science, engineering, math, or scientific discipline; OR 2+ years of professional experience building software in lieu of a degree
PREFERRED SKILLS AND EXPERIENCE:
Track record of shipping production systems people rely on, owning problems end to end, and automating painful processes rather than repeating them
Experience building and operating evaluation, measurement, or model serving systems, such as AI evals, experimentation, ranking/relevance, or routers
Ability to turn ambiguous "quality" questions into concrete metrics, pipelines, and decisions
Fluency with data and the ability to collaborate effectively with data scientists and researchers
Taste and real curiosity about model and agent behavior, including trying new models the day they come out and forming opinions about where each one shine
ADDITIONAL REQUIREMENTS:
Onsite role: must be able to work in person at the New York or San Francisco office
COMPENSATION AND BENEFITS:
The annual compensation range for this role is listed below.
Annual Salary:
$140,000 - $225,000 USD
Your actual level and base salary will be determined on a case-by-case basis and may vary based on the following considerations: job-related knowledge and skills, education, and experience.
Base salary is just one part of our total rewards package at SpaceXSI, which also includes equity, comprehensive medical, vision, and dental coverage, access to a 401(k) retirement plan, short & long-term disability insurance, life insurance, and various other discounts and perks.
How we rate this
Software Engineer, Model Lifecycle and Signals at Cursor rates 85 out of 100 for how much of the daily work is AI. That makes it Builds AI (AI Level 4 of 4). The level is about AI in the job, not seniority.
Builds AI. The job is building AI systems.
- ●●●● 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
Pay
- This job starts at
- $140k
- Typical software engineer job
- $167k
This posting starts 16% below the typical software engineer job. See software engineer jobs
Questions you could be asked
- Tell me about a project where model evaluation was part of your work. What did you do?
- Tell me about a project where routing was part of your work. What did you do?
- Tell me about a project where experimentation was part of your work. What did you do?
- Tell me about a project where production systems was part of your work. What did you do?
- Walk me through how you've used Grok in your day-to-day work.
Adapt your resume
- List these exact terms on your resume: Model Evaluation, Routing, Experimentation, Production Systems, and Grok. 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.
- Lead with what you built, trained or shipped. This role is judged on the AI system itself, not the tools around it.
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