Production AI Engineer for Public Sector Systems

Scaleai; Kuwait City; On-site; KWD 7,000 - 11,000; Full time

Job summary

Scale AI is seeking an Applied AI Engineer to build AI that runs inside production systems for public sector clients. You’ll own scoped components such as model integrations, agent tooling, APIs and data pipelines, from implementation through to delivery.

Senior engineers set system design and client commitments, enabling deep work on reliable data-driven components. You’ll work closely with client teams to understand requirements, test in production, and extend evaluation frameworks.

Qualifications

• Experience building and shipping production software with Python and one of TypeScript, Java or C++.
• Hands-on experience integrating models or AI/ML components into production apps.
• Understanding ML evaluation, reading results, spotting regressions and failures.
• Ownership of a defined work item through testing, release and production debugging.

Responsibilities

• Own the implementation, testing and delivery of defined AI components within an established system design.
• Build agent tools, model integrations and backend services and APIs they depend on.
• Run evaluations, interpret results, investigate failures, and flag regressions.
• Debug production issues and resolve them using established engineering practices.
• Communicate progress and blockers early and manage delivery dates within scope.
• Collaborate with client teams on requirements and feedback for components.
• Share learnings to build domain expertise across the team.

Skills

Python

TypeScript

Java

C++

ML in production

Debugging

Communication

Education

Bachelor's degree in CS/SE

Tools

APIs

Cloud platforms

RAG / agent tooling

Model integrations

Data pipelines

Job description

Scale AI is seeking an Applied AI Engineer to build AI that runs inside production systems for public sector clients. You’ll own scoped components such as model integrations, agent tooling, APIs and data pipelines, from implementation through to delivery.

Senior engineers set system design and client commitments, enabling deep work on reliable data-driven components. You’ll work closely with client teams to understand requirements, test in production, and extend evaluation frameworks.