Principal
DSAISE.GEN.P6
Define the overall AI vision and technical strategy.
The story of this role
Who does this work
The data scientist/AI engineer who seeks to leverage advanced technologies to solve complex problems and innovate in high-growth industries.
The problem this role solves
- The external problem: Fierce competition in technology, automotive, robotics, finance, and healthcare sectors demands cutting-edge AI solutions.
- The internal problem: Feeling overwhelmed by the vast amount of data and the need for innovative problem-solving skills to make impactful decisions.
- Why it matters: Believing that intelligent systems can not only enhance organizational efficiency but also improve lives and society as a whole.
The plan
- 1. Acquire a deep understanding of industry-specific challenges through research and active listening.
- 2. Utilize critical thinking and complex problem-solving skills to design innovative AI models tailored to address these challenges.
- 3. Collaborate with cross-functional teams to ensure alignment of AI strategies with organizational goals.
- 4. Deploy and continually optimize AI solutions based on feedback and performance metrics.
- 5. Stay informed on advancements in AI, computers, and electronics to maintain a competitive edge.
What's at stake
Falling behind in the industry due to an inability to adapt to new technologies or methodologies. Missing opportunities to create value from data due to a lack of critical analysis or collaboration. Creating AI models that fail to meet user needs or solve real-world problems, leading to wasted resources.
Success looks like
Transforming vast data into actionable insights that drive business innovation and growth. Creating AI solutions that significantly improve operational efficiency or customer experiences. Positioning oneself as a thought leader and expert in the rapidly evolving domains of AI and data science.
Summary
Define the overall AI vision and technical strategy. Pioneer new AI capabilities that drive business growth.
Level — P6 — Principal Professional
Top individual contributor; recognized authority with strategic impact, equivalent to a low executive level
- Scope
- Organization-wide architecture and the hardest problems
- Autonomy
- Defines direction; minimal oversight
- Complexity
- Strategic, open-ended problems shaping the technical future
- Impact
- Organization-wide
- Decision rights
- Sets technical strategy for a major area
- Leadership
- Recognized authority; multiplies many teams
- Typical experience
- 12–18 yrs
Core outputs
No core outputs recorded yet.
Adjacent roles
Nearest roles by structural coordinates (level + taxonomy). Distance 0 → 1; each carries its 3-state match band. How coordinates work →
Components
Responsibilities8
- Define AI visioncommonlevel
- Pioneer new AI capabilitiescommonlevel
- Lead strategic AI initiativescommonlevel
- Collaborate with executive leadershipcommonlevel
- Drive business growth through AIcommonlevel
- Represent AI strategy at the executive levelcommonlevel
- Ensure alignment with organizational goalscommonlevel
- Foster a culture of innovationcommonlevel
Tasks5
- Define and communicate AI visioncommonlevel
- Lead AI capability developmentcommonlevel
- Collaborate with executivescommonlevel
- Drive strategic growthcommonlevel
- Foster innovation culturecommonlevel
Skills5
- Visionary leadershipcommonlevel
- Strategic foresightcommonlevel
- Executive collaborationcommonlevel
- Business growth strategiescommonlevel
- Cultural leadershipcommonlevel
Knowledge5
- AI vision and strategycommonlevel
- Business growth through AIcommonlevel
- Executive leadershipcommonlevel
- Innovation culturecommonlevel
- Strategic alignmentcommonlevel
competency5
- Visionary insightcommonlevel
- Mentorshipcommonlevel
- Strategic Leadershipcommonlevel
- Business acumencommonlevel
- Cultural influencecommonlevel
qualification3
- 12+ years of AI leadership experiencecommonlevel
- Experience in executive technology rolescommonlevel
- Proven track record in AI strategycommonlevel
Title aliases
| Alias | Type | Confidence | Approved |
|---|---|---|---|
| AI Model Development VI | common | medium0.70 | — |
| AI Model Development 6 | common | medium0.66 | — |
| Principal AI Model Development | common | medium0.78 | — |
| AI Model Developer VI | common | medium0.70 | — |
| AI Model Developer 6 | common | medium0.66 | — |
| Principal AI Model Developer | common | medium0.78 | — |
| Software Engineering VI | common | medium0.70 | — |
| Software Engineering 6 | common | medium0.66 | — |
| Principal Software Engineering | common | medium0.78 | — |
| Software Engineer VI | common | medium0.70 | — |
| Software Engineer 6 | common | medium0.66 | — |
| Principal Software Engineer | common | medium0.78 | — |
Classification mappings
O*NET / SOC
- code=15-0000title=Computer & Mathematical Occupationssource=inferred_from_superfunctionreviewStatus=needs_review