Pipeline run
5185e213-034e-4a56-b83b-5dcee07c83f4
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA descriptionvocab breakdown (legacy)
Signals
Post-classification
Captured for admin review
As a Software Developer you'll participate in many aspects of the software development lifecycle, such as design, code implementation, testing, and support. You will create software that enables your …
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
SAP ABAP Developer
domain · SAP CASE DOMAINslug: sap-abap-developer · id: 157 · source: db
Domain=SAP; The JD is centered on ABAP on HANA application development, SAP Scripts/Smart Forms/Adobe Forms, and RICEF implementation/support work, which best matches SAP ABAP Developer.
Matched skills
Matched dimensions
Matched KRAs
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
Job description
Introduction A career in IBM Consulting is rooted by long-term relationships and close collaboration with clients across the globe. You'll work with visionaries across multiple industries to improve the hybrid cloud and AI journey for the most innovative and valuable companies in the world. Your ability to accelerate impact and make meaningful change for your clients is enabled by our strategic partner ecosystem and our robust technology platforms across the IBM portfolio Your Role And Responsibilities As a Software Developer you'll participate in many aspects of the software development lifecycle, such as design, code implementation, testing, and support. You will create software that enables your clients' hybrid-cloud and AI journeys. Your Primary Responsibilities Include • Comprehensive Feature Development and Issue Resolution: Working on the end to end feature development and solving challenges faced in the implementation. • Stakeholder Collaboration and Issue Resolution: Collaborate with key stakeholders, internal and external, to understand the problems, issues with the product and features and solve the issues as per SLAs defined. • Continuous Learning and Technology Integration: Being eager to learn new technologies and implementing the same in feature development Preferred Education Master's Degree Required Technical And Professional Expertise • 4 -12 years of experience required. • The ABAP on HANA Application Developers would possess the knowledge of the following topics and apply them to bring in value and innovation to client engagements: SAP HANA Technical Concept and Architecture, Data Modelling using HANA Studio, ABAP Development Tools (ADT), Code Performance Rules and Guidelines for SAP HANA, ADBC, Native SQL, ABAP Core data Services, Data Base Procedures, Text Search, ALV on HANA, and HANA Live models consumption. • Designing and developing, data dictionary objects, data elements, domains, structures, views, lock objects, search helps and in formatting the output of SAP documents with multiple options. • Modifying standard layout sets in SAP Scripts, Smart forms & Adobe Forms * Development experience in RICEF (Reports, Interfaces, Conversions, Enhancements, Forms and Reports Preferred Technical And Professional Experience • Experience in working in Implementation, Upgrade, Maintenance and Postproduction support projects would be an advantage • Understanding of SAP functional requirement, conversion into technical design and development using ABAP Language for Report, Interface, Conversion, Enhancement and Forms in implementation or support projects
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Cloud Platforms
- Sub-category
- general
- Skill nature
- PLATFORM
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Programming Languages
- Sub-category
- general
- Skill nature
- LANGUAGE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Databases
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Development Tools
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Development Tools
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Database Connectivity
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Query Languages
- Sub-category
- general
- Skill nature
- LANGUAGE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Data Services
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Development Tools
- Sub-category
- general
- Skill nature
- PRACTICE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Data Services
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Data Management
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Reporting Tools
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Reporting Tools
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Reporting Tools
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Development Methodologies
- Sub-category
- general
- Skill nature
- PRACTICE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | SAP | type=Cloud Platforms subtype=general nature=PLATFORM lifespan=MULTI_YEAR | |
| canonical_skill_proposed | ABAP | type=Programming Languages subtype=general nature=LANGUAGE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | SAP HANA | type=Databases subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | HANA Studio | type=Development Tools subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | ABAP Development Tools | type=Development Tools subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | ADBC | type=Database Connectivity subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Native SQL | type=Query Languages subtype=general nature=LANGUAGE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | ABAP Core Data Services | type=Data Services subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | ALV | type=Development Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | SAP HANA Live | type=Data Services subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | SAP Data Dictionary | type=Data Management subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | SAP Scripts | type=Reporting Tools subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Smart Forms | type=Reporting Tools subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Adobe Forms | type=Reporting Tools subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | RICEF | type=Development Methodologies subtype=general nature=PRACTICE lifespan=MULTI_YEAR |
nano JD Parser — gpt-4.1-nano click to toggle
Show raw JSON
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API 1 — extract-from-jd click to toggle
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"r_and_r_preview": "As a Software Developer you\u0027ll participate in many aspects of the software development lifecycle, such as design, code implementation, testing, and support. You will create software that enables your ",
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"status": "pending"
},
"new_skills_attached": [
{
"is_primary": true,
"queue_id": 24989,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "SAP",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 24990,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "ABAP",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 24991,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "SAP HANA",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 24992,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "HANA Studio",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 24993,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "ABAP Development Tools",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 24994,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "ADBC",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 24995,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "Native SQL",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 24996,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "ABAP Core Data Services",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 24997,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "ALV",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 24998,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "SAP HANA Live",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 24999,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "SAP Data Dictionary",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 25000,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "SAP Scripts",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 25001,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "Smart Forms",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 25002,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "Adobe Forms",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 25003,
"role_display_name": "SAP ABAP Developer",
"role_slug": "sap-abap-developer",
"skill_name": "RICEF",
"status": "pending"
}
],
"queue_entry_id": null,
"v3_pipeline_triggered": false,
"v3_role_slug": null,
"v3_run_id": null
}
}
API 2 — extract-details
{
"alias_matches": [],
"candidate_roles": [],
"chosen_role": {
"display_name": "SAP ABAP Developer",
"id": 157,
"rationale": "Domain=SAP; The JD is centered on ABAP on HANA application development, SAP Scripts/Smart Forms/Adobe Forms, and RICEF implementation/support work, which best matches SAP ABAP Developer.",
"role_archetype": null,
"slug": "sap-abap-developer",
"source": "db"
},
"dimensions": [],
"input_final_skills": [
"SAP",
"ABAP",
"SAP HANA",
"HANA Studio",
"ABAP Development Tools",
"ADBC",
"Native SQL",
"ABAP Core Data Services",
"ALV",
"SAP HANA Live",
"SAP Data Dictionary",
"SAP Scripts",
"Smart Forms",
"Adobe Forms",
"RICEF"
],
"input_llm_skills": [
"SAP",
"ABAP",
"SAP HANA",
"HANA Studio",
"ABAP Development Tools",
"ADBC",
"Native SQL",
"ABAP Core Data Services",
"ALV",
"SAP HANA Live",
"SAP Data Dictionary",
"SAP Scripts",
"Smart Forms",
"Adobe Forms",
"RICEF"
],
"new_aliases_persisted": 0,
"run_id": "5185e213-034e-4a56-b83b-5dcee07c83f4",
"skills_detail": [
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "SAP",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Cloud Platforms",
"skill_nature": "PLATFORM",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "sap",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "ABAP",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Programming Languages",
"skill_nature": "LANGUAGE",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "abap",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "SAP HANA",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Databases",
"skill_nature": "TOOL",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "sap-hana",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "HANA Studio",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Development Tools",
"skill_nature": "TOOL",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "hana-studio",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "ABAP Development Tools",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Development Tools",
"skill_nature": "TOOL",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "abap-development-tools",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "ADBC",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Database Connectivity",
"skill_nature": "CONCEPT",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "adbc",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Native SQL",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Query Languages",
"skill_nature": "LANGUAGE",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "native-sql",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "ABAP Core Data Services",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Data Services",
"skill_nature": "CONCEPT",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "abap-core-data-services",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "ALV",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Development Tools",
"skill_nature": "PRACTICE",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "alv",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "SAP HANA Live",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Data Services",
"skill_nature": "TOOL",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "sap-hana-live",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "SAP Data Dictionary",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Data Management",
"skill_nature": "CONCEPT",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "sap-data-dictionary",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "SAP Scripts",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Reporting Tools",
"skill_nature": "TOOL",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "sap-scripts",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Smart Forms",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Reporting Tools",
"skill_nature": "TOOL",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "smart-forms",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Adobe Forms",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Reporting Tools",
"skill_nature": "TOOL",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "adobe-forms",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "RICEF",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Development Methodologies",
"skill_nature": "PRACTICE",
"sub_category": "general",
"typical_lifespan": "MULTI_YEAR",
"version_strategy": "UNVERSIONED",
"volatility": "MEDIUM"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "ricef",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
}
],
"unmatched_skills": [
"SAP",
"ABAP",
"SAP HANA",
"HANA Studio",
"ABAP Development Tools",
"ADBC",
"Native SQL",
"ABAP Core Data Services",
"ALV",
"SAP HANA Live",
"SAP Data Dictionary",
"SAP Scripts",
"Smart Forms",
"Adobe Forms",
"RICEF"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "SAP ABAP Developer",
"id": 157,
"rationale": "Domain=SAP; The JD is centered on ABAP on HANA application development, SAP Scripts/Smart Forms/Adobe Forms, and RICEF implementation/support work, which best matches SAP ABAP Developer.",
"role_archetype": null,
"slug": "sap-abap-developer",
"source": "db"
},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "SAP",
"tag": "new"
},
{
"skill": "ABAP",
"tag": "new"
},
{
"skill": "SAP HANA",
"tag": "new"
},
{
"skill": "HANA Studio",
"tag": "new"
},
{
"skill": "ABAP Development Tools",
"tag": "new"
},
{
"skill": "ADBC",
"tag": "new"
},
{
"skill": "Native SQL",
"tag": "new"
},
{
"skill": "ABAP Core Data Services",
"tag": "new"
},
{
"skill": "ALV",
"tag": "new"
},
{
"skill": "SAP HANA Live",
"tag": "new"
},
{
"skill": "SAP Data Dictionary",
"tag": "new"
},
{
"skill": "SAP Scripts",
"tag": "new"
},
{
"skill": "Smart Forms",
"tag": "new"
},
{
"skill": "Adobe Forms",
"tag": "new"
},
{
"skill": "RICEF",
"tag": "new"
}
],
"llm_cost_api1_usd": null,
"llm_cost_api2_usd": null,
"llm_cost_api3_usd": null,
"llm_cost_total_usd": null,
"persistence": {
"items": [],
"new_skills_created": 0,
"role_dimension_saved": 0,
"skill_dimension_saved": 0,
"skipped": 0
},
"planner_output": null,
"run_id": "5185e213-034e-4a56-b83b-5dcee07c83f4"
}