AI Solutions Engineering Lead - Production-Grade ML

Fdj United; Stockholms kommun; On-site; SEK 1,000,000 - 1,800,000; Full time

Job summary

FDJ UNITED is seeking an AI Solutions Technical Engineering Manager to lead the delivery of AI-enabled products and platforms, spanning AI/ML, data, software, and infra. You will turn ambiguous ideas into structured plans, drive architectural decisions, and ensure production-grade, secure, and cost-conscious solutions.

You will own the text-to-SQL platform and act as technical backstop for MCP and agent orchestration, collaborating with senior stakeholders while guiding a small senior team.

Qualifications

• Proven experience leading engineering delivery for AI-enabled or data-heavy platforms.
• Strong understanding of modern AI concepts: ML systems, LLMs, evaluation and risks.
• Track record managing complex deliveries across multiple teams and stakeholders.
• Ability to operate in federated environments with shared ownership.
• Excellent communication to align senior stakeholders and guide teams through ambiguity.
• Solid production engineering fundamentals: cloud, reliability, security, monitoring, CI/CD.

Responsibilities

• Lead multidisciplinary engineering teams (AI/ML, data, software, platform) to deliver production-grade AI capabilities.
• Split time between running the team and hands-on design reviews, coding, and deployment decisions.
• Own technical direction for the text-to-SQL platform and MCP/agent work.
• Evaluate fine-tuning vs prompting, backed by data and cost considerations.
• Represent AI delivery to senior stakeholders and coach engineers.

Skills

AI/ML systems

LLM systems

Tooling orchestration

Kubernetes

AWS

Stakeholder comms

Tools

Confluence

Jira

Teams

ClickHouse

Job description

FDJ UNITED is seeking an AI Solutions Technical Engineering Manager to lead the delivery of AI-enabled products and platforms, spanning AI/ML, data, software, and infra. You will turn ambiguous ideas into structured plans, drive architectural decisions, and ensure production-grade, secure, and cost-conscious solutions.

You will own the text-to-SQL platform and act as technical backstop for MCP and agent orchestration, collaborating with senior stakeholders while guiding a small senior team.