Senior AI Safety Researcher

Advanced practitioner

Career Explorer · Research, AI & Data · AI Safety Research

IC3 · SeniorIndividual contributorSenior

Standard where business need supports the level

What the role involves

Autonomy: Handles ambiguous work independently
Scope: Complex projects / systems / portfolios
Time horizon: Months
Expertise and judgement: Deep domain judgment; mentors others; improves standards
Expected impact: Leads complex delivery and raises team quality

Expected skills (22)

Grouped as human, professional and technical. Target proficiency uses the P1–P5 scale, and each row says what that level means for that particular skill.

Human (10)

Skill	Importance	Target	What that level looks like
Accountability Personal Effectiveness	Core	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Active listening Communication & Influence	Core	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Collaboration Collaboration & Leadership	Core	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Critical thinking Thinking & Judgment	Core	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Customer empathy Personal Effectiveness	Core	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Learning agility Thinking & Judgment	Core	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Ownership Personal Effectiveness	Core	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Problem solving Thinking & Judgment	Core	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Verbal communication Communication & Influence	Core	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Written communication Communication & Influence	Core	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.

Professional (2)

Skill	Importance	Target	What that level looks like
Business acumen Business & Strategy	Core	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Environmental health and safety Real Estate, Workplace & EHS	Supporting	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.

Technical (10)

Skill	Importance	Target	What that level looks like
Statistical analysis Data, Analytics & AI	Core	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Business intelligence Data, Analytics & AI	Supporting	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Data governance Data, Analytics & AI	Supporting	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Data modeling Data, Analytics & AI	Supporting	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Data visualization Data, Analytics & AI	Supporting	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Experimental design Data, Analytics & AI	Supporting	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Machine learning Data, Analytics & AI	Supporting	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Predictive modeling Data, Analytics & AI	Supporting	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
Responsible AI Data, Analytics & AI	Supporting	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.
SQL Data, Analytics & AI	Supporting	P3	Handles complex situations, adapts methods and coaches less-experienced colleagues.

Career ladder

Reached from

AI Safety ResearcherIC2

Next steps

Staff AI Safety ResearcherIC4IC promotion
Move from team-level senior contribution to cross-team/domain leadership; set approach, create reusable standards and multiply others without relying on authority.

Common consideration after sustained IC3/IC4 leadership; management is a separate career choice, not a required promotion.

What changes to advance

Move from team-level senior contribution to cross-team/domain leadership; set approach, create reusable standards and multiply others without relying on authority.

Source: SFIA; Microsoft Careers · JF0072-IC3