AI Operations Manager
AI Operations Managers oversee the operational aspects of AI systems in production. They ensure AI services run reliably, monitor performance, manage incidents, and coordinate with engineering teams. This role bridges AI engineering and business operations.
What is a AI Operations Manager?
AI Operations Managers oversee the operational aspects of AI systems in production. They ensure AI services run reliably, monitor performance, manage incidents, and coordinate with engineering teams. This role bridges AI engineering and business operations.
Education Required
Bachelor's degree in Business, CS, or related field
Certifications
- • ITIL
- • AI Operations Certificate
Job Outlook
Growing demand as companies scale AI systems. Operations expertise specific to AI is increasingly valued.
Key Responsibilities
Monitor AI system health, manage incidents, coordinate with engineering teams, optimize operational processes, track SLAs, and report on AI system performance.
A Day in the Life
Required Skills
Here are the key skills you'll need to succeed as a AI Operations Manager.
SLA Management
Managing service level agreements
Monitoring Tools
Using monitoring systems
Operations Management
Managing operations
AI/ML Understanding
Understanding AI capabilities and limitations
Incident Management
Managing incidents
Process Optimization
Optimizing business processes
Communication
Effective communication skills
Team Coordination
Coordinating team activities
Salary Range
Average Annual Salary
$120K
Range: $90K - $150K
Salary by Experience Level
Projected Growth
+35% over the next 10 years
ATS Resume Keywords
Optimize your resume for Applicant Tracking Systems (ATS) with these AI Operations Manager-specific keywords.
Must-Have Keywords
EssentialInclude these keywords in your resume - they are expected for AI Operations Manager roles.
Strong Keywords
Bonus PointsThese keywords will strengthen your application and help you stand out.
Keywords to Avoid
OverusedThese are overused or vague terms. Replace them with specific achievements and metrics.
💡 Pro Tips for ATS Optimization
- • Use exact keyword matches from job descriptions
- • Include keywords in context, not just lists
- • Quantify achievements (e.g., "Improved X by 30%")
- • Use both acronyms and full terms (e.g., "ML" and "Machine Learning")
How to Become a AI Operations Manager
Follow this step-by-step roadmap to launch your career as a AI Operations Manager.
Build Operations Background
Get experience in IT operations, DevOps, or technical operations roles.
Learn AI/ML Operations
Understand model monitoring, data pipelines, and AI system maintenance.
Develop Management Skills
Build team leadership, process improvement, and vendor management capabilities.
Master Monitoring Tools
Learn observability platforms and AI-specific monitoring solutions.
Understand Compliance
Learn AI governance, audit requirements, and regulatory considerations.
Build Incident Management Skills
Develop frameworks for AI system incidents and root cause analysis.
🎉 You're Ready!
With dedication and consistent effort, you'll be prepared to land your first AI Operations Manager role.
Portfolio Project Ideas
Build these projects to demonstrate your AI Operations Manager skills and stand out to employers.
Implement comprehensive AI model monitoring system
Develop SLA framework for AI services
Create incident response playbook for AI systems
Optimize AI infrastructure costs by 30%+
Build automated data quality monitoring pipeline
🚀 Portfolio Best Practices
- ✓Host your projects on GitHub with clear README documentation
- ✓Include a live demo or video walkthrough when possible
- ✓Explain the problem you solved and your technical decisions
- ✓Show metrics and results (e.g., "95% accuracy", "50% faster")
Common Mistakes to Avoid
Learn from others' mistakes! Avoid these common pitfalls when pursuing a AI Operations Manager career.
Treating AI systems like traditional software without considering drift
Inadequate monitoring for data quality issues
Not having rollback procedures for model updates
Ignoring cost optimization opportunities
Poor documentation of operational procedures
What to Do Instead
- • Focus on measurable outcomes and quantified results
- • Continuously learn and update your skills
- • Build real projects, not just tutorials
- • Network with professionals in the field
- • Seek feedback and iterate on your work
Career Path & Progression
Typical career progression for a AI Operations Manager
Junior AI Operations Manager
0-2 yearsLearn fundamentals, work under supervision, build foundational skills
AI Operations Manager
3-5 yearsWork independently, handle complex projects, mentor junior team members
Senior AI Operations Manager
5-10 yearsLead major initiatives, strategic planning, mentor and develop others
Lead/Principal AI Operations Manager
10+ yearsSet direction for teams, influence company strategy, industry thought leader
Ready to start your journey?
Take our free assessment to see if this career is right for you
Learning Resources for AI Operations Manager
Curated resources to help you build skills and launch your AI Operations Manager career.
Free Learning Resources
- •Google SRE Book
- •MLOps best practices guides
- •Operations management resources
Courses & Certifications
- •ITIL Certification
- •MLOps courses
- •Operations management programs
Tools & Software
- •Grafana
- •Prometheus
- •PagerDuty
- •MLflow
- •Datadog
Communities & Events
- •SRE communities
- •MLOps Slack
- •Operations management forums
Job Search Platforms
- •Indeed
- •Tech operations job boards
💡 Learning Strategy
Start with free resources to build fundamentals, then invest in paid courses for structured learning. Join communities early to network and get mentorship. Consistent daily practice beats intensive cramming.
Work Environment
Work Style
Personality Traits
Core Values
Is This Career Right for You?
Take our free 15-minute AI-powered assessment to discover if AI Operations Manager matches your skills, interests, and personality.
No credit card required • 15 minutes • Instant results
Find AI Operations Manager Jobs
Search real job openings across top platforms
Search on Job Platforms
Top AI Companies Hiring
💡 Tip: Use our Resume Optimizer to tailor your resume for AI Operations Manager positions before applying.