II.
LibraryAgent overview
Reference · livelib-agent:data-science-ml--data-engineer
data-engineer overview
Agent specialized in data pipeline construction, validation, and versioning.
Attributes
displayName
data-engineer
description
Agent specialized in data pipeline construction, validation, and versioning.
libraryPath
library/specializations/data-science-ml/agents/data-engineer/AGENT.md
specialization
data-science-ml
role
Execution Agent
expertise
- Data ingestion pipeline creation
- Schema validation implementation
- Data quality checks
- Version control integration
- Pipeline monitoring setup
- Error handling strategies
Outgoing edges
lib_applies_to_domain1
- domain:data-science·DomainData Science
lib_belongs_to_specialization1
- specialization:data-science-ml·Specialization
lib_implements_workflow2
- workflow:ml-model-lifecycle·WorkflowML Model Lifecycle
- workflow:data-quality-monitoring·WorkflowData Quality Monitoring
lib_involves_role2
- role:data-engineer·RoleData Engineer
- role:ml-engineer·RoleMachine Learning Engineer
lib_requires_skill_area2
- skill-area:data-preprocessing·SkillAreaData Preprocessing
- skill-area:data-pipeline-testing·SkillAreaData Pipeline Testing
Incoming edges
uses_agent6
- lib-process:data-engineering-analytics--data-catalog·LibraryProcessdata-catalog
- lib-process:data-engineering-analytics--dimensional-model·LibraryProcessdimensional-model
- lib-process:industrial-engineering--demand-forecasting·LibraryProcessdemand-forecasting
- lib-process:product-management--conversion-funnel-analysis·LibraryProcessproduct-management/conversion-funnel-analysis
- lib-process:product-management--retention-cohort-analysis·LibraryProcessproduct-management/retention-cohort-analysis
- lib-process:robotics-simulation--robot-fleet-management·LibraryProcessspecializations/robotics-simulation/robot-fleet-management