AI Engineering Manager: Scale Production ML Teams

Axial Search; United States; On-site; USD 190,000 - 350,000; Full time

Job summary

Axial Search, a specialist executive search firm built for leaders who drive AI transformation, seeks an accomplished AI engineering leader in the United States to guide production systems and team growth.

You will own the technical strategy and execution roadmap for an AI engineering team, lead 4–15 engineers, drive architecture decisions, and partner with product, data science, and infrastructure to ship features, while fostering reliable testing and governance.

Qualifications

• 7+ years of software engineering experience with at least 3 years in management or lead roles directing engineering teams.
• Hands-on experience shipping production AI or ML systems (training, fine-tuning, prompt engineering, or inference optimization).
• Track record building or scaling engineering teams with a focus on code quality, testing, and reliability.
• Fluency in Python or similar languages used for ML; working knowledge of ML infrastructure (vector databases, model serving, orchestration tools).
• Strong communication skills and ability to translate between technical teams, product, and leadership.

Responsibilities

• Own the technical strategy and execution roadmap for an AI engineering team, balancing research-oriented work with production-grade system delivery.
• Lead hiring, onboarding, and development of engineers across ML systems, prompt engineering, LLM integration, and infrastructure - typically managing 4-15 direct reports.
• Drive architecture decisions for model training pipelines, inference systems, data infrastructure, and integration with existing product or platform.
• Partner with product, data science, and infrastructure teams to define requirements, scope work, and ship features that leverage AI capabilities.
• Build and maintain engineering practices around testing, monitoring, documentation, and reproducibility for AI systems at scale.
• Represent the engineering organization in cross-functional planning, helping set realistic timelines and manage technical debt and experimentation velocity.
• Foster a culture of learning and ownership - unblock your team, mentor junior engineers, and create space for technical growth.

Skills

Leadership

Python

Communication

AI/ML

DevOps

Tools

Vector databases

Model serving

Orchestration tools

Job description

Axial Search, a specialist executive search firm built for leaders who drive AI transformation, seeks an accomplished AI engineering leader in the United States to guide production systems and team growth.

You will own the technical strategy and execution roadmap for an AI engineering team, lead 4–15 engineers, drive architecture decisions, and partner with product, data science, and infrastructure to ship features, while fostering reliable testing and governance.