Pipeline run
10fe640e-fa44-45c3-98a7-dd271756ec8e
Pipeline LLM cost (USD)
API 1: $0.0066
API 2: $0.0000
API 3: $0.0000
Total: $0.0066
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA descriptionNature of work
· Database Administration / DBA
Run day-to-day operations for 80+ production PostgreSQL clusters: troubleshoot performance with EXPLAIN ANALYZE, tune VACUUM/autovacuum and server settings, execute zero-downtime schema migrations, manage backups/PITR, and handle on-call incidents and post-mortems.
""own day-to-day database operations, performance tuning, schema migrations, and on-call response""
Tech stack maturity
Modern Cloud Native
The skill set centers on Terraform, AWS RDS, S3, Datadog, Grafana, Vault, and PostgreSQL, which strongly indicates a cloud-native infrastructure and observability stack.
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
0.00 / 5
· Title match
· Has AI skill
· AI skill (primary)
· AI skill (secondary)
· On AI team
· Builds AI products
vocab breakdown (legacy)
Assistants (×1):
—
Frameworks (×2):
—
Models / concepts (×3):
—
Evidence — skills matched in JD (43)
PostgreSQL
PostgreSQL 14
PostgreSQL 15
Streaming Replication
Logical Decoding
Failover Orchestration
EXPLAIN ANALYZE
VACUUM
Autovacuum
pg_dump
pg_basebackup
WAL Archiving
S3
Point-in-Time Recovery
Liquibase
Flyway
Online ALTER TABLE
Datadog
pg_stat_statements
auto_explain
Grafana
shared_buffers
work_mem
max_connections
checkpoint_timeout
+18
Skill cluster (7 dimension groups, role-scoped)
Relational Database Usage
PostgreSQL
PostgreSQL 14
PostgreSQL 15
Observability and Incident Triage
Datadog
Grafana
Cloud Platforms
S3
Configuration Management
Ansible
Infrastructure as Code
Terraform
Secrets and Identity Automation
HashiCorp Vault
Cross-cutting / unaligned
Streaming Replication
Logical Decoding
Failover Orchestration
EXPLAIN ANALYZE
VACUUM
Autovacuum
pg_dump
pg_basebackup
WAL Archiving
Point-in-Time Recovery
Liquibase
Flyway
Online ALTER TABLE
pg_stat_statements
auto_explain
shared_buffers
work_mem
max_connections
checkpoint_timeout
OLTP
Role-Based Access Control
Row-Level Security
Capacity Planning
Storage Growth Forecasting
Linux
Ubuntu
RHEL
Shell Scripting
PgBouncer
Patroni
repmgr
pg_repack
AWS RDS
Aurora
Show KRA description ↓
Lead PostgreSQL DBA responsible for the operational health of 80+ production PostgreSQL clusters across our customer data platform. You will own day-to-day database operations, performance tuning, schema migrations, and on-call response.
- Administer PostgreSQL 14/15 clusters, including streaming replication, logical decoding, and failover orchestration
- Perform query plan analysis with EXPLAIN ANALYZE, tune indexes, optimize VACUUM and autovacuum parameters
- Manage backup strategy: pg_dump, pg_basebackup, WAL archiving to S3, and point-in-time recovery rehearsals
- Plan and execute schema migrations using Liquibase or Flyway with zero-downtime techniques (online ALTER TABLE)
- Monitor PostgreSQL with Datadog, pg_stat_statements, auto_explain, and custom Grafana dashboards
- Tune server parameters: shared_buffers, work_mem, max_connections, checkpoint_timeout for OLTP workloads
- Implement role-based access control, row-level security, and integrate with HashiCorp Vault for secret rotation
- Lead capacity planning, storage growth forecasting, and Postgres version upgrade roadmaps
- Respond to on-call pages for database incidents, conduct root cause analysis, and write post-mortems
- 6+ years administering production PostgreSQL at scale
- Deep expertise in query optimization, replication, and backup/recovery on PostgreSQL
- Strong Linux sysadmin skills (Ubuntu/RHEL), shell scripting
- Experience with PgBouncer, Patroni, repmgr, pg_repack
- Familiar with Terraform, Ansible, and AWS RDS/Aurora
Signals
Skill
devops-engineer
0.14
Alias
—
—
KRA
full-stack-engineer
0.57
Post-classification
Centroidupdated · n=41
Alias collision log—
New-role queue—
New skills captured33
New KRA captured—
Captured for admin review
Streaming Replication
primary
↔
DevOps Engineer
pending
Logical Decoding
primary
↔
DevOps Engineer
pending
Failover Orchestration
primary
↔
DevOps Engineer
pending
EXPLAIN ANALYZE
primary
↔
DevOps Engineer
pending
VACUUM
primary
↔
DevOps Engineer
pending
Autovacuum
primary
↔
DevOps Engineer
pending
pg_dump
primary
↔
DevOps Engineer
pending
pg_basebackup
primary
↔
DevOps Engineer
pending
WAL Archiving
primary
↔
DevOps Engineer
pending
Point-in-Time Recovery
primary
↔
DevOps Engineer
pending
Liquibase
primary
↔
DevOps Engineer
pending
Flyway
primary
↔
DevOps Engineer
pending
Online ALTER TABLE
primary
↔
DevOps Engineer
pending
pg_stat_statements
primary
↔
DevOps Engineer
pending
auto_explain
primary
↔
DevOps Engineer
pending
shared_buffers
primary
↔
DevOps Engineer
pending
work_mem
primary
↔
DevOps Engineer
pending
max_connections
primary
↔
DevOps Engineer
pending
checkpoint_timeout
primary
↔
DevOps Engineer
pending
OLTP
primary
↔
DevOps Engineer
pending
Role-Based Access Control
primary
↔
DevOps Engineer
pending
Capacity Planning
primary
↔
DevOps Engineer
pending
Storage Growth Forecasting
primary
↔
DevOps Engineer
pending
Linux
primary
↔
DevOps Engineer
pending
Ubuntu
primary
↔
DevOps Engineer
pending
RHEL
primary
↔
DevOps Engineer
pending
Shell Scripting
primary
↔
DevOps Engineer
pending
PgBouncer
primary
↔
DevOps Engineer
pending
Patroni
primary
↔
DevOps Engineer
pending
repmgr
primary
↔
DevOps Engineer
pending
pg_repack
primary
↔
DevOps Engineer
pending
AWS RDS
primary
↔
DevOps Engineer
pending
Aurora
primary
↔
DevOps Engineer
pending
Status:
extract_from_jd_done
Created: 2026-05-21T17:51:12.359911Z
Updated: 2026-05-21T17:51:14.046302Z
Flow
Current 3-step pipeline
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Role
Chosen role & resolution
No chosen role stored for this run.
Job description
Job Title: PostgreSQL Database Administrator Company: DataBank Holdings Location: Hyderabad, India Experience: 6+ years About the Role: Lead PostgreSQL DBA responsible for the operational health of 80+ production PostgreSQL clusters across our customer data platform. You will own day-to-day database operations, performance tuning, schema migrations, and on-call response. Key Responsibilities: - Administer PostgreSQL 14/15 clusters, including streaming replication, logical decoding, and failover orchestration - Perform query plan analysis with EXPLAIN ANALYZE, tune indexes, optimize VACUUM and autovacuum parameters - Manage backup strategy: pg_dump, pg_basebackup, WAL archiving to S3, and point-in-time recovery rehearsals - Plan and execute schema migrations using Liquibase or Flyway with zero-downtime techniques (online ALTER TABLE) - Monitor PostgreSQL with Datadog, pg_stat_statements, auto_explain, and custom Grafana dashboards - Tune server parameters: shared_buffers, work_mem, max_connections, checkpoint_timeout for OLTP workloads - Implement role-based access control, row-level security, and integrate with HashiCorp Vault for secret rotation - Lead capacity planning, storage growth forecasting, and Postgres version upgrade roadmaps - Respond to on-call pages for database incidents, conduct root cause analysis, and write post-mortems Required Qualifications: - 6+ years administering production PostgreSQL at scale - Deep expertise in query optimization, replication, and backup/recovery on PostgreSQL - Strong Linux sysadmin skills (Ubuntu/RHEL), shell scripting - Experience with PgBouncer, Patroni, repmgr, pg_repack - Familiar with Terraform, Ansible, and AWS RDS/Aurora
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
PostgreSQL
Primary
No API 2 row (run stopped after API 1 or history missing)
PostgreSQL 14
Primary
No API 2 row (run stopped after API 1 or history missing)
PostgreSQL 15
Primary
No API 2 row (run stopped after API 1 or history missing)
Streaming Replication
Primary
No API 2 row (run stopped after API 1 or history missing)
Logical Decoding
Primary
No API 2 row (run stopped after API 1 or history missing)
Failover Orchestration
Primary
No API 2 row (run stopped after API 1 or history missing)
EXPLAIN ANALYZE
Primary
No API 2 row (run stopped after API 1 or history missing)
VACUUM
Primary
No API 2 row (run stopped after API 1 or history missing)
Autovacuum
Primary
No API 2 row (run stopped after API 1 or history missing)
pg_dump
Primary
No API 2 row (run stopped after API 1 or history missing)
pg_basebackup
Primary
No API 2 row (run stopped after API 1 or history missing)
WAL Archiving
Primary
No API 2 row (run stopped after API 1 or history missing)
S3
Primary
No API 2 row (run stopped after API 1 or history missing)
Point-in-Time Recovery
Primary
No API 2 row (run stopped after API 1 or history missing)
Liquibase
Primary
No API 2 row (run stopped after API 1 or history missing)
Flyway
Primary
No API 2 row (run stopped after API 1 or history missing)
Online ALTER TABLE
Primary
No API 2 row (run stopped after API 1 or history missing)
Datadog
Primary
No API 2 row (run stopped after API 1 or history missing)
pg_stat_statements
Primary
No API 2 row (run stopped after API 1 or history missing)
auto_explain
Primary
No API 2 row (run stopped after API 1 or history missing)
Grafana
Primary
No API 2 row (run stopped after API 1 or history missing)
shared_buffers
Primary
No API 2 row (run stopped after API 1 or history missing)
work_mem
Primary
No API 2 row (run stopped after API 1 or history missing)
max_connections
Primary
No API 2 row (run stopped after API 1 or history missing)
checkpoint_timeout
Primary
No API 2 row (run stopped after API 1 or history missing)
OLTP
Primary
No API 2 row (run stopped after API 1 or history missing)
Role-Based Access Control
Primary
No API 2 row (run stopped after API 1 or history missing)
Row-Level Security
Primary
No API 2 row (run stopped after API 1 or history missing)
HashiCorp Vault
Primary
No API 2 row (run stopped after API 1 or history missing)
Capacity Planning
Primary
No API 2 row (run stopped after API 1 or history missing)
Storage Growth Forecasting
Primary
No API 2 row (run stopped after API 1 or history missing)
Linux
Primary
No API 2 row (run stopped after API 1 or history missing)
Ubuntu
Primary
No API 2 row (run stopped after API 1 or history missing)
RHEL
Primary
No API 2 row (run stopped after API 1 or history missing)
Shell Scripting
Primary
No API 2 row (run stopped after API 1 or history missing)
PgBouncer
Primary
No API 2 row (run stopped after API 1 or history missing)
Patroni
Primary
No API 2 row (run stopped after API 1 or history missing)
repmgr
Primary
No API 2 row (run stopped after API 1 or history missing)
pg_repack
Primary
No API 2 row (run stopped after API 1 or history missing)
Terraform
Primary
No API 2 row (run stopped after API 1 or history missing)
Ansible
Primary
No API 2 row (run stopped after API 1 or history missing)
AWS RDS
Primary
No API 2 row (run stopped after API 1 or history missing)
Aurora
Primary
No API 2 row (run stopped after API 1 or history missing)
Library artifacts (this run)
No artifact rows for this run.
nano JD Parser — gpt-4.1-nano click to toggle
RolePostgreSQL Database Administrator
CompanyDataBank Holdings
Experience6+ years
DomainIT Services & Consulting
Location
Hyderabad, India
JD type
pass
Show raw JSON
{
"JD_type": "pass",
"about_company": null,
"certifications": [],
"company_name": "DataBank Holdings",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [],
"experience": {
"max": null,
"min": 6,
"raw": "6+ years"
},
"job_locations": [
{
"aliases": [
"Hyderabad, India"
],
"city": "Hyderabad",
"country": "India",
"state": null,
"work_mode": null
}
],
"role": "PostgreSQL Database Administrator",
"role_aliases": [
"DBA",
"Database Administrator",
"PostgreSQL DBA"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 0,
"heading": "About the Role",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Lead PostgreSQL DBA responsible for",
"last_5_words": "and on-call response."
},
"text": "Lead PostgreSQL DBA responsible for the operational health of 80+ production PostgreSQL clusters across our customer data platform. You will own day-to-day database operations, performance tuning, schema migrations, and on-call response.",
"word_count": 40
},
{
"bullet_count": 9,
"heading": "Key Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Administer PostgreSQL 14/15 clusters,",
"last_5_words": "and write post-mortems"
},
"text": "- Administer PostgreSQL 14/15 clusters, including streaming replication, logical decoding, and failover orchestration\n- Perform query plan analysis with EXPLAIN ANALYZE, tune indexes, optimize VACUUM and autovacuum parameters\n- Manage backup strategy: pg_dump, pg_basebackup, WAL archiving to S3, and point-in-time recovery rehearsals\n- Plan and execute schema migrations using Liquibase or Flyway with zero-downtime techniques (online ALTER TABLE)\n- Monitor PostgreSQL with Datadog, pg_stat_statements, auto_explain, and custom Grafana dashboards\n- Tune server parameters: shared_buffers, work_mem, max_connections, checkpoint_timeout for OLTP workloads\n- Implement role-based access control, row-level security, and integrate with HashiCorp Vault for secret rotation\n- Lead capacity planning, storage growth forecasting, and Postgres version upgrade roadmaps\n- Respond to on-call pages for database incidents, conduct root cause analysis, and write post-mortems",
"word_count": 174
},
{
"bullet_count": 5,
"heading": "Required Qualifications",
"heading_was_present": true,
"source_marker": {
"first_5_words": "6+ years administering production PostgreSQL",
"last_5_words": "Terraform, Ansible, and AWS RDS/Aurora"
},
"text": "- 6+ years administering production PostgreSQL at scale\n- Deep expertise in query optimization, replication, and backup/recovery on PostgreSQL\n- Strong Linux sysadmin skills (Ubuntu/RHEL), shell scripting\n- Experience with PgBouncer, Patroni, repmgr, pg_repack\n- Familiar with Terraform, Ansible, and AWS RDS/Aurora",
"word_count": 63
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "PostgreSQL"
},
{
"is_primary": true,
"skill_name": "PostgreSQL 14"
},
{
"is_primary": true,
"skill_name": "PostgreSQL 15"
},
{
"is_primary": true,
"skill_name": "Streaming Replication"
},
{
"is_primary": true,
"skill_name": "Logical Decoding"
},
{
"is_primary": true,
"skill_name": "Failover Orchestration"
},
{
"is_primary": true,
"skill_name": "EXPLAIN ANALYZE"
},
{
"is_primary": true,
"skill_name": "VACUUM"
},
{
"is_primary": true,
"skill_name": "Autovacuum"
},
{
"is_primary": true,
"skill_name": "pg_dump"
},
{
"is_primary": true,
"skill_name": "pg_basebackup"
},
{
"is_primary": true,
"skill_name": "WAL Archiving"
},
{
"is_primary": true,
"skill_name": "S3"
},
{
"is_primary": true,
"skill_name": "Point-in-Time Recovery"
},
{
"is_primary": true,
"skill_name": "Liquibase"
},
{
"is_primary": true,
"skill_name": "Flyway"
},
{
"is_primary": true,
"skill_name": "Online ALTER TABLE"
},
{
"is_primary": true,
"skill_name": "Datadog"
},
{
"is_primary": true,
"skill_name": "pg_stat_statements"
},
{
"is_primary": true,
"skill_name": "auto_explain"
},
{
"is_primary": true,
"skill_name": "Grafana"
},
{
"is_primary": true,
"skill_name": "shared_buffers"
},
{
"is_primary": true,
"skill_name": "work_mem"
},
{
"is_primary": true,
"skill_name": "max_connections"
},
{
"is_primary": true,
"skill_name": "checkpoint_timeout"
},
{
"is_primary": true,
"skill_name": "OLTP"
},
{
"is_primary": true,
"skill_name": "Role-Based Access Control"
},
{
"is_primary": true,
"skill_name": "Row-Level Security"
},
{
"is_primary": true,
"skill_name": "HashiCorp Vault"
},
{
"is_primary": true,
"skill_name": "Capacity Planning"
},
{
"is_primary": true,
"skill_name": "Storage Growth Forecasting"
},
{
"is_primary": true,
"skill_name": "Linux"
},
{
"is_primary": true,
"skill_name": "Ubuntu"
},
{
"is_primary": true,
"skill_name": "RHEL"
},
{
"is_primary": true,
"skill_name": "Shell Scripting"
},
{
"is_primary": true,
"skill_name": "PgBouncer"
},
{
"is_primary": true,
"skill_name": "Patroni"
},
{
"is_primary": true,
"skill_name": "repmgr"
},
{
"is_primary": true,
"skill_name": "pg_repack"
},
{
"is_primary": true,
"skill_name": "Terraform"
},
{
"is_primary": true,
"skill_name": "Ansible"
},
{
"is_primary": true,
"skill_name": "AWS RDS"
},
{
"is_primary": true,
"skill_name": "Aurora"
}
],
"jd_role": {
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"rationale": null,
"role_aliases": [
"DBA",
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"slug": ""
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"nano_parsed": {
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],
"role": "PostgreSQL Database Administrator",
"role_aliases": [
"DBA",
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],
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"roles_and_responsibilities": [
{
"bullet_count": 0,
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"heading_was_present": true,
"source_marker": {
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},
{
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"heading": "Key Responsibilities",
"heading_was_present": true,
"source_marker": {
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},
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"word_count": 63
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "10fe640e-fa44-45c3-98a7-dd271756ec8e",
"stage3_signals": {
"alias_found": false,
"alias_match_roles": [],
"kra_match_roles": [
{
"display_name": "Fullstack Developer",
"kra_matches": [
{
"kra_text": "Designs and queries relational databases like PostgreSQL and document stores like MongoDB, writing migrations, indexes, and optimized queries.",
"sentence": "Deep expertise in query optimization, replication, and backup/recovery on PostgreSQL",
"similarity": 0.6177
},
{
"kra_text": "Designs and queries relational databases like PostgreSQL and document stores like MongoDB, writing migrations, indexes, and optimized queries.",
"sentence": "Lead PostgreSQL DBA responsible for the operational health of 80+ production PostgreSQL clusters across our customer data platform.",
"similarity": 0.568
},
{
"kra_text": "Designs and queries relational databases like PostgreSQL and document stores like MongoDB, writing migrations, indexes, and optimized queries.",
"sentence": "6+ years administering production PostgreSQL at scale",
"similarity": 0.518
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.5679,
"slug": "full-stack-engineer",
"total_count": null
},
{
"display_name": "DevOps Engineer",
"kra_matches": [
{
"kra_text": "Provisions and manages cloud infrastructure on AWS, Azure, or GCP using Terraform or CloudFormation to enforce infrastructure-as-code standards.",
"sentence": "Familiar with Terraform, Ansible, and AWS RDS/Aurora",
"similarity": 0.6239
},
{
"kra_text": "Responds to deployment failures, infrastructure incidents, and environment misconfiguration issues to restore service availability and prevent recurrence.",
"sentence": "Respond to on-call pages for database incidents, conduct root cause analysis, and write post-mortems",
"similarity": 0.563
},
{
"kra_text": "Responds to deployment failures, infrastructure incidents, and environment misconfiguration issues to restore service availability and prevent recurrence.",
"sentence": "You will own day-to-day database operations, performance tuning, schema migrations, and on-call response.",
"similarity": 0.457
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 10,
"score": 0.548,
"slug": "devops-engineer",
"total_count": null
},
{
"display_name": "Backend Developer",
"kra_matches": [
{
"kra_text": "Investigates and resolves production incidents, API bugs, and service degradation through root cause analysis, hotfixes, and post-mortems.",
"sentence": "Respond to on-call pages for database incidents, conduct root cause analysis, and write post-mortems",
"similarity": 0.628
},
{
"kra_text": "Identifies and resolves backend performance bottlenecks through query optimization, indexing strategies, connection pooling, and distributed caching with Redis.",
"sentence": "Deep expertise in query optimization, replication, and backup/recovery on PostgreSQL",
"similarity": 0.5249
},
{
"kra_text": "Writes database access logic including SQL queries, ORM mappings, stored procedures, and migration scripts for relational databases like PostgreSQL and MySQL.",
"sentence": "Lead PostgreSQL DBA responsible for the operational health of 80+ production PostgreSQL clusters across our customer data platform.",
"similarity": 0.4907
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 1,
"score": 0.5479,
"slug": "backend-engineer",
"total_count": null
},
{
"display_name": "Cybersecurity Engineer",
"kra_matches": [
{
"kra_text": "Leads security incident response investigations including forensic analysis, malware triage, containment actions, and post-incident remediation coordination.",
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},
{
"kra_text": "Reviews and enforces access control policies, privilege escalation procedures, role-based access control, and identity governance workflows.",
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},
{
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}
],
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},
{
"display_name": "Cloud Architect",
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{
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"similarity": 0.548
},
{
"kra_text": "Defines cloud adoption roadmaps, lift-and-shift vs. refactor migration strategies, and landing zone architectures for workloads moving to AWS, Azure, or GCP.",
"sentence": "Familiar with Terraform, Ansible, and AWS RDS/Aurora",
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},
{
"kra_text": "Defines cloud adoption roadmaps, lift-and-shift vs. refactor migration strategies, and landing zone architectures for workloads moving to AWS, Azure, or GCP.",
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}
],
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}
],
"skill_match_roles": [
{
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"Ansible",
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"Grafana",
"HashiCorp Vault",
"S3",
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},
{
"display_name": "Cloud Architect",
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"Ansible",
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},
{
"display_name": "Backend Developer",
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"matched_count": 3,
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"Grafana",
"PostgreSQL",
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],
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},
{
"display_name": "ML Engineer",
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"matched_count": 2,
"matched_skills": [
"S3",
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],
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},
{
"display_name": "Data Engineer",
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"matched_count": 2,
"matched_skills": [
"Row-level security",
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],
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"score": 0.0465,
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}
]
},
"stage4_decision": {
"alias_collision_detected": false,
"case": "F",
"chosen_role": {
"display_name": "DevOps Engineer",
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"matched_skills": null,
"role_id": 10,
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},
"confidence": 0.95,
"is_new_role": false,
"llm2_fired": true,
"llm2_reasoning": "The JD centers on operational database administration, performance tuning, backups, monitoring, and on-call responsibilities, which align closely with a DevOps Engineer\u2019s core duties.",
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "LLM2 picked devops-engineer (confidence 0.95)"
},
"stage5_updates": {
"centroid_n_after": 41,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": null,
"new_skills_attached": [
{
"is_primary": true,
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},
{
"is_primary": true,
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},
{
"is_primary": true,
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"role_display_name": "DevOps Engineer",
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},
{
"is_primary": true,
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"role_display_name": "DevOps Engineer",
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},
{
"is_primary": true,
"queue_id": 2158,
"role_display_name": "DevOps Engineer",
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},
{
"is_primary": true,
"queue_id": 2159,
"role_display_name": "DevOps Engineer",
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},
{
"is_primary": true,
"queue_id": 2160,
"role_display_name": "DevOps Engineer",
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},
{
"is_primary": true,
"queue_id": 2161,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "pg_basebackup",
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},
{
"is_primary": true,
"queue_id": 2162,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
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},
{
"is_primary": true,
"queue_id": 2163,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Point-in-Time Recovery",
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},
{
"is_primary": true,
"queue_id": 2164,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Liquibase",
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},
{
"is_primary": true,
"queue_id": 2165,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Flyway",
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},
{
"is_primary": true,
"queue_id": 2166,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Online ALTER TABLE",
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},
{
"is_primary": true,
"queue_id": 2167,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "pg_stat_statements",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2168,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "auto_explain",
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},
{
"is_primary": true,
"queue_id": 2169,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "shared_buffers",
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},
{
"is_primary": true,
"queue_id": 2170,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "work_mem",
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},
{
"is_primary": true,
"queue_id": 2171,
"role_display_name": "DevOps Engineer",
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"skill_name": "max_connections",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2172,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "checkpoint_timeout",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2173,
"role_display_name": "DevOps Engineer",
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},
{
"is_primary": true,
"queue_id": 2174,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Role-Based Access Control",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2175,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Capacity Planning",
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},
{
"is_primary": true,
"queue_id": 2176,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Storage Growth Forecasting",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2177,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Linux",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2178,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Ubuntu",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2179,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "RHEL",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2180,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Shell Scripting",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2181,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "PgBouncer",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2182,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Patroni",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2183,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "repmgr",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2184,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "pg_repack",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2185,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "AWS RDS",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 2186,
"role_display_name": "DevOps Engineer",
"role_slug": "devops-engineer",
"skill_name": "Aurora",
"status": "pending"
}
],
"queue_entry_id": null,
"v3_pipeline_triggered": false,
"v3_role_slug": null,
"v3_run_id": null
}
}
API 2 — extract-details
{}
API 3 — final-role-output
{}
LLM Calls
Every model call made for this run, in pipeline order. Click a card to see the model's response.
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