Roles · MLOps Engineer · Mid-level
What a Mid-level } should know
0 core skills, 56 in total. Expectations per skill, and what changes at the next level.
This page lists what a Mid-level } is expected to know and do, skill by skill. Core skills are the ones a manager and peers assess in a review cycle; the rest count only in self-assessment. Main areas: .
0core skills
56additional skills
0skill areas
0%at Advanced or Expert
Core skills for a Mid-level
Grouped by area. The label on the right is the expected depth: Awareness, Working, Advanced or Expert.
Additional skills
Not assessed by the team, but part of the self-assessment and the development plan.
Algorithms & ComplexityApache KafkaAPI DocumentationArgoCDAsync ProgrammingAWSChatGPT / ClaudeCode Quality & RefactoringCode ReviewContainer Security ScanningCursor IDECustom Business MetricsData StructuresDatabase IndexingDesign PatternsDockerE2E TestingExperiment TrackingFeature StoresGit AdvancedGitHub Actions / GitLab CIGitHub CopilotGitLab CI/CD AdvancedGraphQL DesigngRPC & Protocol BuffersHelmIntegration TestingJWT / OAuth2 / OIDCKubernetes AdvancedKubernetes CoreLoad TestingML PipelinesMLflowModel MonitoringModel ServingMultithreadingNetwork FundamentalsOOP & SOLID PrinciplesOpenTelemetryOWASP & Application SecurityPostgreSQLPrometheus & GrafanaPrompt Engineering for CodePython Web FrameworksQuery OptimizationRedisREST API DesignS3 / Object StorageSecure Coding PracticesSLI / SLO / SLAStructured LoggingSystem Design FundamentalsTask QueuesTerraformType Safety & Type SystemsUnit Testing
What changes at Senior
56 skills get a higher expectation or become core when moving from Mid-level to Senior. The biggest jumps first.
- Algorithms & Complexity: Working → Advanced · becomes core
- Apache Kafka: Working → Advanced · becomes core
- ArgoCD: Working → Advanced · becomes core
- Async Programming: Working → Advanced · becomes core
- AWS: Working → Advanced · becomes core
- Code Quality & Refactoring: Working → Advanced · becomes core
- Code Review: Working → Advanced · becomes core
- Container Security Scanning: Working → Advanced · becomes core
- Custom Business Metrics: Working → Advanced · becomes core
- Data Structures: Working → Advanced · becomes core
Run this with your whole team
Self-assessment plus manager and peer reviews against the same matrix, gap analysis and next-level readiness for every engineer. Team Pro is free for 14 days; individual tools stay free forever.
} in the open competency matrix: 56 skills across 5 levels. The matrix is free for individuals and stays free.