Predicted role · from the KRAs, title advisory
Azure Data Engineer
SINGLE · MAJORITY
JD title: Azure Data Engineer
LEVEL · L-MIDERA · ERA-CURRENT
COVERAGE · 100%
LLM CALLS · 0
$0.0
0.1 S
REPEAT · ANSWERED FROM 3bc0d6e5
What this role is made of1 role
Azure Data Engineer
100%
F_DATAENGBUILDAZURE4 LINESCELL GRAIN
Tier 1 · template mix1 values
BUILD
100%
Tier 2 · family mix1 values
F_DATAENG
100%
Responsibilities · the role each KRA was classified to4 voting lines
0 Build ingestion pipelines in Azure Data Factory from SAP and Salesforce BUILD→F_DATAENGAZURE→ azure-data-engineer 0.49
Section · salience
responsibility · 1.0Template
BUILD RULE 0.76Family · stack
F_DATAENG RULE · azure RULERole
azure-data-engineer RULE 0.851 Develop Databricks notebooks and Spark jobs for transformation BUILD→F_DATAENG→ databricks-data-engineer 0.49
Section · salience
responsibility · 1.0Template
BUILD RULE 0.76Family · stack
F_DATAENG RULERole
databricks-data-engineer LLM 0.852 Load curated data into the Azure data lake BUILD→F_DATAENGAZURE→ azure-data-engineer 0.69
Section · salience
responsibility · 1.0Template
BUILD LLM 0.85Family · stack
F_DATAENG LLM · azure RULERole
azure-data-engineer RULE 0.853 Implement ETL orchestration and data pipeline monitoring BUILD→F_DATAENG→ data-engineer 0.25
Section · salience
responsibility · 0.7Template
BUILD RULE 0.68Family · stack
F_DATAENG RULERole
data-engineer LLM 0.7Decision log · how the role was finalized1 steps
-
60 ms REPEAT CHECK hit: answered from the stored rundoc_hash 2eb2ca82cecaanswered_from 3bc0d6e5-0374-472d-a7c1-247bdac935e8
LLM calls · system prompt, input and output0 calls
No LLM call was needed: patterns and rules decided every line, or the run was answered from a stored repeat.
Cells · role mix at family × template grain1 cells
| Role | Family | Template | Stack | Lines | Share |
|---|---|---|---|---|---|
| azure-data-engineer | F_DATAENG | BUILD | azure | 4 | 100% |
run 32cae9c2-8001-467c-abd5-92e1ccd95e56 · versions {"engine": "d27aa18bd299", "family": "v5-family-2", "gold": "v5-gold-2", "role": "v5-role-1", "template": "v5-template-1"}