Predicted role · from the KRAs, title advisory
Backend Developer
MIXED
JD title: Backend and Infrastructure Engineer
LEVEL · L-MIDERA · ERA-CURRENT
COVERAGE · 100%
LLM CALLS · 0
$0.0
0.1 S
REPEAT · ANSWERED FROM 59b0293c
What this role is made of2 roles
Backend Developer
61%
F_BACKENDBUILD3 LINESCELL GRAIN
DevOps Engineer
39%
F_DEVOPSBUILD2 LINESCELL GRAIN
Tier 1 · template mix2 values
BUILD
82%
OPERATE
18%
Tier 2 · family mix3 values
F_K8S
17%
F_DEVOPS
29%
F_BACKEND
54%
Responsibilities · the role each KRA was classified to6 voting lines
0 Build Python APIs and background workers for the logistics platform BUILD→F_BACKEND→ python-backend-developer 0.61
Section · salience
responsibility · 1.0Template
BUILD RULE 0.76Family · stack
F_BACKEND LLMRole
python-backend-developer LLM 0.851 Develop data access layers and integrations with partner systems BUILD→F_BACKEND→ backend-developer 0.44
Section · salience
responsibility · 1.0Template
BUILD RULE 0.84Family · stack
F_BACKEND LLMRole
backend-developer DEFAULT 0.552 Write business logic for routing and pricing services BUILD→F_BACKEND→ backend-developer 0.44
Section · salience
responsibility · 1.0Template
BUILD LLM 0.85Family · stack
F_BACKEND LLMRole
backend-developer DEFAULT 0.553 Perform periodic upgrades of the Kubernetes clusters without downtime OPERATE→F_K8S→ kubernetes-administrator 0.61
Section · salience
responsibility · 1.0Template
OPERATE LLM 0.85Family · stack
F_K8S LLMRole
kubernetes-administrator LLM 0.854 Develop Ansible playbooks to manage and configure systems across environments BUILD→F_DEVOPS→ devops-engineer 0.40
Section · salience
responsibility · 1.0Template
BUILD RULE 0.68Family · stack
F_DEVOPS LLMRole
devops-engineer LLM 0.75 Set up and manage the Jenkins build infrastructure for all engineering teams BUILD→F_DEVOPS→ devops-engineer 0.55
Section · salience
responsibility · 1.0Template
BUILD RULE 0.76Family · stack
F_DEVOPS LLMRole
devops-engineer LLM 0.85Decision log · how the role was finalized1 steps
-
59 ms REPEAT CHECK hit: answered from the stored rundoc_hash 63ccd1743bf5answered_from 59b0293c-560f-43f8-85a7-d70bdca0355d
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 grain3 cells
| Role | Family | Template | Stack | Lines | Share |
|---|---|---|---|---|---|
| backend-developer | F_BACKEND | BUILD | — | 3 | 49% |
| devops-engineer | F_DEVOPS | BUILD | — | 2 | 31% |
| kubernetes-administrator | F_K8S | OPERATE | — | 1 | 20% |
run 7bdf51f6-b8d3-485b-b625-470de28169b6 · versions {"engine": "d27aa18bd299", "family": "v5-family-2", "gold": "v5-gold-2", "role": "v5-role-1", "template": "v5-template-1"}