Skill-Profil

LLM Alignment

Dieser Skill definiert Erwartungen über Rollen und Level.

Machine Learning & AI LLM & Generative AI

Rollen

wo dieser Skill vorkommt

Stufen

strukturierter Entwicklungspfad

Pflichtanforderungen

die anderen 5 optional

Machine Learning & AI

LLM & Generative AI

22.2.2026

Wählen Sie Ihr aktuelles Level und vergleichen Sie die Erwartungen.

Was wird auf jedem Level erwartet

Die Tabelle zeigt, wie die Tiefe von Junior bis Principal wächst.

Rolle	Pflicht	Beschreibung
LLM Engineer		Knows alignment basics: what is helpful, harmless, honest (HHH). Understands why alignment is needed for LLM and how it affects model behavior. Studies basic approaches under mentor guidance.

Rolle	Pflicht	Beschreibung
LLM Engineer		Independently implements alignment pipelines: preference dataset preparation, Constitutional AI prompts, DPO training. Evaluates alignment quality through human evaluation and automated benchmarks.

Rolle	Pflicht	Beschreibung
LLM Engineer		Designs comprehensive alignment strategies: multi-objective alignment, iterative RLHF, debate-based alignment. Develops custom evaluation frameworks for measuring alignment quality at scale.

Rolle	Pflicht	Beschreibung
LLM Engineer		Defines alignment standards for the LLM team. Establishes guidelines for alignment methodology, quality metrics, red-teaming processes. Coordinates alignment R&D and production integration.

Rolle	Pflicht	Beschreibung
LLM Engineer		Shapes enterprise alignment strategy for the organization. Defines alignment governance, research directions, and compliance with emerging regulations. Mentors leads on advanced alignment techniques.

Junior 1 Anforderungen

LLM Engineer

Knows alignment basics: what is helpful, harmless, honest (HHH). Understands why alignment is needed for LLM and how it affects model behavior. Studies basic approaches under mentor guidance.

Middle 1 Anforderungen

LLM Engineer

Independently implements alignment pipelines: preference dataset preparation, Constitutional AI prompts, DPO training. Evaluates alignment quality through human evaluation and automated benchmarks.

Senior 1 Anforderungen

LLM Engineer

Designs comprehensive alignment strategies: multi-objective alignment, iterative RLHF, debate-based alignment. Develops custom evaluation frameworks for measuring alignment quality at scale.

Lead / Staff 1 Anforderungen

LLM Engineer

Defines alignment standards for the LLM team. Establishes guidelines for alignment methodology, quality metrics, red-teaming processes. Coordinates alignment R&D and production integration.

Principal 1 Anforderungen

LLM Engineer

Shapes enterprise alignment strategy for the organization. Defines alignment governance, research directions, and compliance with emerging regulations. Mentors leads on advanced alignment techniques.

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