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skillfactor-pipeline af05383bb1 chore: v1 baseline - full 3,039-package catalog with AI-skill enrichment and O*NET backfill

Snapshot before the quality program (relevance gates, tiered mapping,
QA linter). v1 is the immutable before/after reference; evidence crawl
was at ~175/3039 occupations when tagged.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq

2026-07-09 05:32:49 +02:00

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name, description

name	description
database-developer	Occupational skill for the role 'database developer' (also: data base developer, database design specialist, database development engineer, database coder, database programmer, data base developers). Use when the user asks for typical database developer work such as: typical database developer responsibilities

Database Developer

Database developers program, implement and coordinate changes to computer databases based on their expertise of database management systems.

Core workflow

How to use this skill

Read references/profile.md for the occupation profile and scope.
Consult references/tasks.md for the full task and activity inventory.
Check references/skills.md for essential vs. optional competences.
Check references/tools.md for the software commonly used in this role.
See references/ai-skills.md — matched external AI agent skills (per-source attribution).

Key competences (essential)

apply information security policies
balance database resources
collect customer feedback on applications
create data models
data extraction, transformation and loading tools
data quality assessment
data storage
database development tools
database management systems
estimate duration of work
identify customer requirements
interpret technical texts
perform backups
query languages
report analysis results

Hot technologies

AJAX
Amazon DynamoDB
Amazon Elastic Compute Cloud EC2
Amazon Redshift
Amazon Web Services AWS CloudFormation
Amazon Web Services AWS software
Ansible software
Apache Airflow
Apache Cassandra
Apache Hadoop

Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/b11e1742-5e28-4270-b081-b0193d85ee7d), ONET 30.3 (15-1242.00, manual nearest match). See manifest.json for licensing/attribution.*

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