P4P4 — Senior Professional
Senior AI/ML Engineer / Tech Lead
P4 represents an advanced level of expertise and often aligns with a Senior Machine Learning Engineer title or technical lead position.
What this level means
Seasoned professional; handles complex tasks, may lead small teams or projects
- Scope
- A system or set of related features
- Autonomy
- Self-directed; reviewed at critical decision points
- Complexity
- Complex, ambiguous problems; devises new approaches
- Impact
- Multi-team / function outcomes
- Decision rights
- Owns technical decisions for a system; influences adjacent design
- Leadership
- Technical lead for focused efforts; mentors several
- Typical experience
- 5–8 yrs
What you'd do
- Ownership of entire AI/ML projects or significant product areas
- Technical lead for an AI/ML team
- Research and prototyping of innovative solutions
- Driving strategic AI initiatives
- Representing AI/ML expertise in cross-functional teams
- Ensuring alignment with organizational goals
- Developing and implementing AI/ML strategies
- Leading innovation in AI/ML approaches
- Lead AI/ML projects
- Drive strategic initiatives
- Research and prototype solutions
Skills, knowledge & tools
- Project ownership
- Strategic leadership
- Innovative prototyping
- Cross-functional collaboration
- Visionary thinking
- Advanced AI/ML techniques
- Organizational strategy alignment
- Public speaking and representation
- Strategic AI/ML initiatives
- Innovation in AI/ML
- Cross-functional leadership
- Organizational strategy
- Advanced AI/ML techniques
- Industry leadership
- AI/ML ethics and governance
- Emerging AI/ML trends
- High degree of autonomy
- Innovation in problem-solving
- Decision-making
- Strategic Leadership
- Visionary Thinking
- Cross-functional influence
- Advanced technical skills
- Organizational alignment
What good looks like
- 8-10+ years of experience
- Patents or known in industry circles for their work
- Leadership in AI/ML innovation
Common titles
Machine Learning IVMachine Learning 4Senior Machine LearningSr. Machine LearningDeep Learning IVDeep Learning 4Senior Deep LearningSr. Deep LearningStatistical Modeling IVStatistical Modeling 4Senior Statistical ModelingSr. Statistical ModelingSenior AI/ML Engineer / Tech Lead
Where it sits & what it pays
O*NET / SOC: 15-0000 — Computer & Mathematical Occupations(inferred · under review)
Market-pay benchmarks for this family × level are coming — JobFrame anchors pay to the family/level structure rather than the raw title.