Skill-Profil

LLM Safety

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 LLM safety basics: jailbreaking, prompt injection, harmful content. Understands basic approaches to content filtering and safety classifiers for LLM applications.

Rolle	Pflicht	Beschreibung
LLM Engineer		Independently implements safety pipelines: input/output filtering, guardrails (NeMo Guardrails, Guardrails AI), red-teaming. Configures content moderation and PII detection for production LLM.

Rolle	Pflicht	Beschreibung
LLM Engineer		Designs comprehensive safety systems: multi-layer defense, adversarial robustness testing, dynamic safety policies. Develops custom safety classifiers and automated red-teaming frameworks.

Rolle	Pflicht	Beschreibung
LLM Engineer		Defines LLM safety standards for the team. Establishes safety testing protocols, incident response for safety events, governance processes. Coordinates safety R&D and compliance.

Rolle	Pflicht	Beschreibung
LLM Engineer		Shapes enterprise LLM safety strategy. Defines safety governance, compliance with AI regulations, and organization-wide safety standards. Mentors leads on advanced safety techniques and risk management.

Junior 1 Anforderungen

LLM Engineer

Knows LLM safety basics: jailbreaking, prompt injection, harmful content. Understands basic approaches to content filtering and safety classifiers for LLM applications.

Middle 1 Anforderungen

LLM Engineer

Independently implements safety pipelines: input/output filtering, guardrails (NeMo Guardrails, Guardrails AI), red-teaming. Configures content moderation and PII detection for production LLM.

Senior 1 Anforderungen

LLM Engineer

Designs comprehensive safety systems: multi-layer defense, adversarial robustness testing, dynamic safety policies. Develops custom safety classifiers and automated red-teaming frameworks.

Lead / Staff 1 Anforderungen

LLM Engineer

Defines LLM safety standards for the team. Establishes safety testing protocols, incident response for safety events, governance processes. Coordinates safety R&D and compliance.

Principal 1 Anforderungen

LLM Engineer

Shapes enterprise LLM safety strategy. Defines safety governance, compliance with AI regulations, and organization-wide safety standards. Mentors leads on advanced safety techniques and risk management.

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