ML & AI Engineering HIGH DEMAND

ML Engineer

Building, training, and deploying machine learning models to production

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4 skills

16 requirements

5 mandatory

1 domains

Awareness 3 Working 4 Advanced 4 Expert 5

Level:

Profiles: Awareness Working Advanced Expert -- Click level to expand, click requirement for details and voting

Observability & Monitoring

4 skills · 16 requirements

Skill	Junior	Middle	Senior	Lead	Principal
Logging
Structured Logging	Working	Advanced	Expert	—	—
Metrics & Monitoring
Prometheus & Grafana	Awareness	Working	Advanced	—	—
Distributed Tracing
OpenTelemetry	Awareness	Working	Advanced	Expert	Expert
Alerting & On-Call
SLI / SLO / SLA	Awareness	Working	Advanced	Expert	Expert

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