ML Platform Engineer Intern

Developmental

Career Explorer · Research, AI & Data · ML Platform Engineering

IC0 · Intern / ApprenticeIndividual contributorIntern / Apprentice

Optional developmental level

What the role involves

Autonomy: Learns under close guidance
Scope: Scoped tasks
Time horizon: Days to weeks
Expertise and judgement: Foundational awareness; asks questions; follows established procedures
Expected impact: Delivers learning milestones and small supervised outputs

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	P1	Explains basic concepts and performs simple tasks with guidance.
Active listening Communication & Influence	Core	P1	Explains basic concepts and performs simple tasks with guidance.
Collaboration Collaboration & Leadership	Core	P1	Explains basic concepts and performs simple tasks with guidance.
Critical thinking Thinking & Judgment	Core	P1	Explains basic concepts and performs simple tasks with guidance.
Customer empathy Personal Effectiveness	Core	P1	Explains basic concepts and performs simple tasks with guidance.
Learning agility Thinking & Judgment	Core	P1	Explains basic concepts and performs simple tasks with guidance.
Ownership Personal Effectiveness	Core	P1	Explains basic concepts and performs simple tasks with guidance.
Problem solving Thinking & Judgment	Core	P1	Explains basic concepts and performs simple tasks with guidance.
Verbal communication Communication & Influence	Core	P1	Explains basic concepts and performs simple tasks with guidance.
Written communication Communication & Influence	Core	P1	Explains basic concepts and performs simple tasks with guidance.

Professional (1)

Skill	Importance	Target	What that level looks like
Business acumen Business & Strategy	Core	P1	Explains basic concepts and performs simple tasks with guidance.

Technical (11)

Skill	Importance	Target	What that level looks like
Statistical analysis Data, Analytics & AI	Core	P1	Explains basic concepts and performs simple tasks with guidance.
Business intelligence Data, Analytics & AI	Supporting	P1	Explains basic concepts and performs simple tasks with guidance.
Data governance Data, Analytics & AI	Supporting	P1	Explains basic concepts and performs simple tasks with guidance.
Data modeling Data, Analytics & AI	Supporting	P1	Explains basic concepts and performs simple tasks with guidance.
Data visualization Data, Analytics & AI	Supporting	P1	Explains basic concepts and performs simple tasks with guidance.
Experimental design Data, Analytics & AI	Supporting	P1	Explains basic concepts and performs simple tasks with guidance.
Machine learning Data, Analytics & AI	Supporting	P1	Explains basic concepts and performs simple tasks with guidance.
Platform engineering Cloud, Platform & Infrastructure	Supporting	P1	Explains basic concepts and performs simple tasks with guidance.
Predictive modeling Data, Analytics & AI	Supporting	P1	Explains basic concepts and performs simple tasks with guidance.
Responsible AI Data, Analytics & AI	Supporting	P1	Explains basic concepts and performs simple tasks with guidance.
SQL Data, Analytics & AI	Supporting	P1	Explains basic concepts and performs simple tasks with guidance.

Career ladder

Reached from

This is the family's entry point.

Next steps

Associate ML Platform EngineerIC1IC promotion
Move from supervised learning to reliable contribution on clearly scoped work; demonstrate fundamentals, quality, dependability and learning velocity.

Possible when people-management capability and an organizational need exist; no automatic IC-to-M equivalence.

What changes to advance

Move from supervised learning to reliable contribution on clearly scoped work; demonstrate fundamentals, quality, dependability and learning velocity.

Source: SFIA; Microsoft Careers · JF0067-IC0