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Scale AI

Product Manager, AI Applications

Scale AI is hiring a Product Manager, AI Applications in Kuwait City, Kuwait. Level rates it ; you can apply on Scale AI.

Level's read on this job

  • On Level's scale, this AI product manager role is Works on AI ●●●○: the daily work is on AI products, without building the model.
  • Tools and skills the posting cites include Replit, Lovable and AI evaluation.
  • Level classifies it as a mid-level role.
  • Level lists 166 other open roles at Scale AI.
  • The role was posted in the last few days.

AI in this role

ReplitLovable
ai-evaluation

Scale’s rapidly growing Global Public Sector team is focused on using AI to address critical challenges facing the public sector around the world. Our core work consists of:

  • Creating custom AI applications that will impact millions of citizens
  • Generating high-quality training data for national LLMs
  • Upskilling and advisory services to spread the impact of AI

We are looking for an entrepreneurial and experienced product leader to play a pivotal role in the ideation and development of transformative AI solutions for government and government-backed customers across the Middle East. The ideal candidate has deep experience building AI/ML applications, thinks strategically about how to solve a problem, is an excellent listener, is comfortable getting into the weeds, and has a strong understanding of software engineering principles and practices. You will own large AI projects end to end, working directly with customers and leading a cross-functional team of engineers, MLEs, and operators to deliver solutions that drive meaningful impact for our customers and significant revenue for our business.

You will:

  • Lead design workshops with clients to define custom AI solutions
  • Scope new AI application use cases across government entities, and turn them into a clear roadmap, phasing, and success metrics
  • Build MVPs and demos to validate ideas quickly, and take the best of them to production
  • Lead cross-functional development with diverse stakeholders (Engineering, MLE, Operations, and Go-to-Market)
  • Engage consistently with end users to gather feedback and ensure we are prioritizing effectively
  • Scope model evaluation sets and performance requirements, review results, and iterate on the solution
  • Stay up to date with the latest research in applied AI and training custom LLMs
  • Give regular progress updates to the client and Global Public Sector leadership

Ideally, you’d have:

  • 4+ years of experience building products, including 1–2+ years building AI-powered products in production
  • Strong technical background (STEM degree) and/or experience building technical software products
  • Hands-on experience with LLMs and applied AI, and a strong understanding of generative AI in enterprise settings
  • Sharp product sense and customer instinct: the conviction to take a position and defend it, and the judgment to change it when the evidence says so
  • Comfort with client-facing work and the pace and ambiguity of a forward-deployed team
  • Experience with vibe coding tools (e.g., Replit, Lovable, Bolt) and design tools (e.g., Figma, Canva, Miro)
  • Exceptional leadership, presentation, and communication skills, with the ability to influence cross-functional teams

Nice to haves:

  • Proficiency in Arabic, both written and spoken
  • Coding experience (Python)
  • Prior experience as a founder, founding engineer, or forward-deployed PM
  • Experience working with government or GCC customers

PLEASE NOTE: Our policy requires a 90-day waiting period before reconsidering candidates for the same role. This allows us to ensure a fair and thorough evaluation of all applicants.

About Us:

At Scale, our mission is to develop reliable AI systems for the world's most important decisions. Our products provide the high-quality data and full-stack technologies that power the world's leading models, and help enterprises and governments build, deploy, and oversee AI applications that deliver real impact. We work closely with industry leaders like Meta, Ernst & Young, Mayo Clinic, Time Inc., the Government of Qatar, and U.S. government agencies including the Army and Air Force. We are expanding our team to accelerate the development of AI applications.

We believe that everyone should be able to bring their whole selves to work, which is why we are proud to be an inclusive and equal opportunity workplace. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability status, gender identity or Veteran status.

We are committed to working with and providing reasonable accommodations to applicants with physical and mental disabilities. If you need assistance and/or a reasonable accommodation in the application or recruiting process due to a disability, please contact us at accommodations@scale.com. Please see the United States Department of Labor's Know Your Rights poster for additional information.

We comply with the United States Department of Labor's Pay Transparency provision.

PLEASE NOTE: We collect, retain and use personal data for our professional business purposes, including notifying you of job opportunities that may be of interest and sharing with our affiliates. We limit the personal data we collect to that which we believe is appropriate and necessary to manage applicants’ needs, provide our services, and comply with applicable laws. Any information we collect in connection with your application will be treated in accordance with our internal policies and programs designed to protect personal data. Please see our privacy policy for additional information.

How we rate this

Product Manager, AI Applications at Scale AI rates 70 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.

Classification

Works on AI. The daily work is on AI products, without building the model.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ 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

AI EvaluationReplitLovable

Also common in AI product manager jobs at this level

Pay

Typical AI product manager job
$179k

This posting doesn't list pay. Use the typical AI product manager figure when pay comes up. See AI product manager jobs

Questions you could be asked

  1. How do you decide that one model's output is better than another's for a given task?
  2. Walk me through how you've used Replit in your day-to-day work.
  3. What are the limits of Lovable that you've run into, and how did you work around them?
  4. Describe a typical day in a role like this one: which parts run through AI directly?
  5. If you removed AI from this role, what would be left, and how do you decide what still needs a human?

Adapt your resume

  • List these exact terms on your resume: AI Evaluation, Replit, and Lovable. 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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