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Vp Of Engineering
Based on 10 assessments
19%
Low risk
Average realistic automation risk across all Vp Of Engineering profiles in the dataset.
Score spread
Distribution across 10 profiles.
Middle half of Vp Of Engineerings score between 18% and 20%.
0%
50%
100%
Task breakdown by work type
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer input, real-world output — needs someone to act on it, not just software.
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Vp Of Engineering, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
Cross-functional meetings with product, design, and operations to align on roadmap and priorities
deep expertise
social core
22%
AA
0%
Budget planning, headcount justification, and vendor/tool evaluation presentations to finance/executives
20%
DA
16%
1-on-1 mentoring and performance management of direct reports (engineers, tech leads, managers)
deep expertise
social core
14%
DA
11%
External communication: recruiting talks, conference presentations, industry relationship-building
deep expertise
social core
11%
AA
5%
Incident response leadership and post-mortems for production outages or critical bugs
deep expertise
social element
10%
AD
17%
Technical architecture reviews and design decision-making on major systems/features
9%
DD
48%
Code review and technical problem-solving for critical or contentious issues
6%
DD
44%
Strategic planning: hiring, team structure, technology choices, and 6-12 month roadmap definition
deep expertise
social element
4%
DD
30%
1-on-1 mentoring and performance management of direct reports (engineers, tech leads, managers)
some context needed
social core
18%
DA
18%
Technical architecture reviews and design decision-making on major systems/features
deep expertise
social element
18%
DD
34%
Cross-functional meetings with product, design, and operations to align on roadmap and priorities
deep expertise
social core
13%
AA
5%
Incident response leadership and post-mortems for production outages or critical bugs
deep expertise
social element
13%
AD
10%
Strategic planning: hiring, team structure, technology choices, and 6-12 month roadmap definition
deep expertise
social element
11%
DD
33%
External communication: recruiting talks, conference presentations, industry relationship-building
deep expertise
social core
11%
AA
0%
Budget planning, headcount justification, and vendor/tool evaluation presentations to finance/executives
9%
DA
16%
Code review and technical problem-solving for critical or contentious issues
4%
DD
46%
Strategic planning: hiring, team structure, technology choices, and 6-12 month roadmap definition
deep expertise
social element
16%
DD
32%
1-on-1 mentoring and performance management of direct reports (engineers, tech leads, managers)
some context needed
social core
15%
DA
14%
Code review and technical problem-solving for critical or contentious issues
deep expertise
social element
15%
DD
35%
Technical architecture reviews and design decision-making on major systems/features
deep expertise
social element
14%
DD
33%
Incident response leadership and post-mortems for production outages or critical bugs
deep expertise
social element
12%
AD
16%
Cross-functional meetings with product, design, and operations to align on roadmap and priorities
deep expertise
social core
12%
AA
7%
Budget planning, headcount justification, and vendor/tool evaluation presentations to finance/executives
10%
DA
21%
External communication: recruiting talks, conference presentations, industry relationship-building
deep expertise
social core
3%
AA
3%
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