Predicted role · from the KRAs, title advisory
Backend Developer
SINGLE · PLURALITY
JD title: Backend Engineer (Java)
LEVEL · L-MIDERA · ERA-CURRENT
COVERAGE · 100%
LLM CALLS · 0
$0.0
0.1 S
REPEAT · ANSWERED FROM 141ff78b
What this role is made of1 role
Backend Developer
100%
F_BACKENDBUILD3 LINESCELL GRAIN
Tier 1 · template mix2 values
BUILD
85%
OPERATE
15%
Tier 2 · family mix4 values
F_K8S
15%
F_OBS
14%
F_DEVOPS
20%
F_BACKEND
51%
Responsibilities · the role each KRA was classified to6 voting lines
0 Design and build Spring Boot microservices and REST APIs for the payments domain BUILD→F_BACKEND→ java-backend-developer 0.42
Section · salience
responsibility · 1.0Template
BUILD RULE 0.76Family · stack
F_BACKEND RULERole
java-backend-developer PATTERN 0.671 Write business logic and data access layers backed by PostgreSQL BUILD→F_BACKEND→ backend-developer 0.22
Section · salience
responsibility · 1.0Template
BUILD PATTERN 0.6Family · stack
F_BACKEND PATTERNRole
backend-developer DEFAULT 0.552 Develop new features with product teams and write unit and integration tests BUILD→F_BACKEND→ backend-developer 0.25
Section · salience
responsibility · 1.0Template
BUILD RULE 0.76Family · stack
F_BACKEND PATTERNRole
backend-developer DEFAULT 0.553 Build and maintain the CI/CD pipelines that deliver our services BUILD→F_DEVOPS→ devops-engineer 0.34
Section · salience
responsibility · 1.0Template
BUILD RULE 0.76Family · stack
F_DEVOPS RULERole
devops-engineer PATTERN 0.64 Containerize our services with Docker and deploy them to Kubernetes BUILD→F_K8S→ kubernetes-engineer 0.37
Section · salience
responsibility · 1.0Template
BUILD RULE 0.84Family · stack
F_K8S PATTERNRole
kubernetes-engineer LLM 0.855 Monitor our services in production with Grafana dashboards OPERATE→F_OBS→ observability-engineer 0.30
Section · salience
responsibility · 1.0Template
OPERATE RULE 0.68Family · stack
F_OBS PATTERNRole
observability-engineer ANCHOR_THEME 0.75Decision log · how the role was finalized1 steps
-
60 ms REPEAT CHECK hit: answered from the stored rundoc_hash b61360fd4ef0answered_from 141ff78b-d7a2-4fe4-aab6-3e260af12acb
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 grain4 cells
| Role | Family | Template | Stack | Lines | Share |
|---|---|---|---|---|---|
| backend-developer | F_BACKEND | BUILD | — | 3 | 47% |
| kubernetes-engineer | F_K8S | BUILD | — | 1 | 19% |
| devops-engineer | F_DEVOPS | BUILD | — | 1 | 18% |
| observability-engineer | F_OBS | OPERATE | — | 1 | 16% |
run 3824c2e6-1277-4c2e-9deb-70233caf88c1 · versions {"engine": "d27aa18bd299", "family": "v5-family-2", "gold": "v5-gold-2", "role": "v5-role-1", "template": "v5-template-1"}