← v5
Predicted role · from the KRAs, title advisory

Data Pipeline Support Engineer

MIXED
JD title: Azure Admin
LEVEL · L-MIDERA · ERA-CURRENT COVERAGE · 100% LLM CALLS · 0 $0.0 0.1 S REPEAT · ANSWERED FROM 2f79d95a
What this role is made of2 roles
Data Pipeline Support Engineer 60%
F_DATAENGSUPPORT3 LINESCELL GRAIN
Azure Cloud Administrator 40%
F_CLOUDOPERATEAZURE3 LINESCELL GRAIN
Tier 1 · template mix2 values
OPERATE 40%
SUPPORT 60%
Tier 2 · family mix2 values
F_CLOUD 40%
F_DATAENG 60%
Responsibilities · the role each KRA was classified to6 voting lines
0 Administer Azure subscriptions and RBAC on request OPERATE→F_CLOUDAZURE→ azure-cloud-administrator 0.48
Section · salience
responsibility · 0.7
Template
OPERATE RULE 0.85
Family · stack
F_CLOUD LLM · azure RULE
Role
azure-cloud-administrator RULE 0.85
1 Patch and back up Azure VMs OPERATE→F_CLOUDAZURE→ azure-cloud-administrator 0.26
Section · salience
responsibility · 0.7
Template
OPERATE RULE 0.84
Family · stack
F_CLOUD PATTERN · azure RULE
Role
azure-cloud-administrator RULE 0.85
2 Monitor Azure resources with Azure Monitor alerts OPERATE→F_CLOUDAZURE→ azure-cloud-administrator 0.23
Section · salience
responsibility · 0.7
Template
OPERATE RULE 0.76
Family · stack
F_CLOUD PATTERN · azure RULE
Role
azure-cloud-administrator RULE 0.85
3 Support data ingestion pipeline jobs in Azure Data Factory and resolve failures SUPPORT→F_DATAENGAZURE→ data-pipeline-support-engineer 0.55
Section · salience
responsibility · 1.0
Template
SUPPORT LLM 0.85
Family · stack
F_DATAENG RULE · azure RULE
Role
data-pipeline-support-engineer RULE 0.85
4 Escalate data ingestion problems to the data platform vendor SUPPORT→F_DATAENG→ data-pipeline-support-engineer 0.30
Section · salience
responsibility · 1.0
Template
SUPPORT RULE 0.76
Family · stack
F_DATAENG PATTERN
Role
data-pipeline-support-engineer RULE 0.85
5 Remediate failed ETL pipeline runs in the data lake SUPPORT→F_DATAENG→ data-pipeline-support-engineer 0.61
Section · salience
responsibility · 1.0
Template
SUPPORT LLM 0.95
Family · stack
F_DATAENG RULE
Role
data-pipeline-support-engineer RULE 0.85
Decision log · how the role was finalized1 steps
  1. 61 ms REPEAT CHECK hit: answered from the stored run
    doc_hash 97f5b0e28c52answered_from 2f79d95a-0db7-4c38-8561-b981d7374da7
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 grain2 cells
RoleFamilyTemplateStackLinesShare
data-pipeline-support-engineerF_DATAENGSUPPORT—360%
azure-cloud-administratorF_CLOUDOPERATEazure340%
run de96d1d9-221d-4ee3-9afb-e5b5642900a4 · versions {"engine": "d27aa18bd299", "family": "v5-family-2", "gold": "v5-gold-2", "role": "v5-role-1", "template": "v5-template-1"}