Pipeline run
9ae38aab-f2da-438b-970e-53e2ead1dc54
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
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Cloud Architect
CASE Bslug: cloud-architect · id: 9 · source: db
KRA-led classification on cloud-architect (skill weak, KRA 0.58)
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
Job description
At DuPont, we are working on things that matter; whether it’s providing clean water to more than a billion people on the planet, producing materials that are essential in everyday technology devices from smartphones to electric vehicles, or protecting workers in this global pandemic. If you would like to be a part of a premier multi-industrial company that is delivering sustainable solutions that bring real purpose and value, of a company with collaborative spirit because it believes that we work best when we work together as a team and values the diversity of thought, then DuPont is the company for you! WHY JOIN US? Our purpose is to empower the world with essential innovations to thrive. We work on things that matter! Get to know our Purpose and make it yours by bringing innovations to market that improve the world, share a commitment to sustainability that makes our planet better and give back to communities in which we work and live. Get to Experience a collaborative environment where teamwork is celebrated with flexibility that enhances balance and an inclusive atmosphere that is welcoming to all! Have the Opportunity to chart your own course, challenge yourself, and acquire new capabilities to build a rewarding and fulfilling career. We reward employees with competitive pay and incentives to recognize skills, competencies, and contributions to business results. The IT Enterprise Architect - Data and Analytics is a core member of the IT EA Center of Excellence and will take a strategic view of business activity systems supported and enabled by IT. The Data and Analytics EA works to integrate business planning with IT planning, address portfolio-level analysis, with a view to cross-organizational standardization, integration and optimization, and produces road maps for major changes and innovations. Identifies and coaches other architects to broaden experience/expertise and develops and maintains succession plans. Actively engage in or leads technology deliverables for transformation / corporate programs. Your Key Responsibilities: • Constrain waste and issues caused by point solution proliferation and duplication • Drive solution and technical data collection maintain a summary description of the enterprise and its systems • Manage standards, principles, processes reference models and patterns • Contribute to business strategy and processes with advice on where changes and innovations can help • Develop roadmaps for changes and at a strategic, executive-level • Develops external relationships to advance technical architectures • Analyze the latest trends in technology architecture like new frameworks or best practices and educating tech departments about them. • Coordinating the work across domains and guide and govern architects working at lower levels. • Ensure solutions created meet business requirements while delivering tech forward advances Your Qualification Profile: • Bachelor’s Degree required in Information Technology, Computer Science, Data Engineering, Data Science or a related field • Agile methodologies with focus in the data and analytics domain • Impactful communication and influence involving multi-disciplinary teams and senior leadership • Experience in a Global IT role is preferred • People management experience is preferred • 5+ plus years of IT experience • Good understanding, Data lakes, data structures, data models, power platform, reporting solutions, analytic platforms. • Data modeling tools • Data modeling and database design: proficient in creating data models and designing databases to store and manage large volumes of data. • Data integration and ETL: deep understanding of integrating data from various sources and performing Extract, Transform, and Load (ETL) processes to ensure data quality and consistency. • Data governance and compliance: knowledge of data governance and compliance regulations, such as GDPR, CCPA, HIPAA, and SOX, and how to implement them in the organization's data management practices. • Big data and cloud computing: expertise in utilizing big data technologies such as Data Lakes, Hadoop, Spark, and NoSQL databases in cloud computing platforms • Relational databases: should have a strong understanding of relational databases, including SQL and database management systems such as Oracle, MySQL, and Microsoft SQL Server. • Big data technologies: such as Azure Datalake, Apache Hadoop, Apache Spark, and NoSQL databases such as MongoDB, Cassandra, and Couchbase. • Data integration tools: familiar in using data integration tools such as Informatica, SAP PI/PO, SAP CPI, and API frameworks. • Cloud computing platforms: prior experience working with cloud computing platforms such as Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform. • Data visualization tools: The architect should be proficient with data visualization tools such as Power BI, and QlikView. • Machine learning and AI technologies: familiarity with machine learning and AI technologies such as Python, TensorFlow, and PyTorch. DuPont is an equal opportunity employer. Qualified applicants will be considered without regard to race, color, religion, creed, sex, sexual orientation, gender identity, marital status, national origin, age, veteran status, disability or any other protected class. If you need a reasonable accommodation to search or apply for a position, please visit our Accessibility Page for Contact Information.
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
- Web Frameworks
- 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
- Soft Skills
- Sub-category
- general
- Skill nature
- PRACTICE
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Version strategy
- UNVERSIONED
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | Frameworks | type=Web Frameworks subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Best Practices | type=Soft Skills subtype=general nature=PRACTICE lifespan=EVERGREEN |
nano JD Parser — gpt-4.1-nano click to toggle
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "At DuPont, we are working",
"last_5_words": "together as a team and"
},
"text": "At DuPont, we are working on things that matter; whether it\u2019s providing clean water to more than a billion people on the planet, producing materials that are essential in everyday technology devices from smartphones to electric vehicles, or protecting workers in this global pandemic.\u202f\n\nIf you would like to be a part of a premier multi-industrial company that is delivering sustainable solutions that bring real purpose and value, of a company with collaborative spirit because it believes that we work best when we\u202fwork together as a team and values the diversity of thought, then DuPont is the company for you!",
"word_count": 84
},
"archetype_override_applied": true,
"archetype_override_matched_skills": [
"Python",
"MongoDB",
"Couchbase",
"SQL Server",
"Informatica",
"Power BI",
"Cassandra",
"AWS",
"HIPAA",
"Agile",
"Microsoft Azure",
"Make",
"Data Structures",
"Analytics",
"Relational Databases",
"NoSQL",
"Apache Spark",
"Hadoop",
"Machine Learning",
"Data Lakes",
"Azure",
"MySQL",
"TensorFlow",
"PyTorch",
"API",
"Cloud",
"Role",
"SQL",
"Models",
"GDPR",
"relationships",
"workers",
"Amazon Web Services",
"Google Cloud Platform"
],
"certifications": [],
"company_name": "DuPont",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC - Information Technology / Computer Science / Data Engineering / Data Science (or related)",
"raw": "Bachelor\u2019s Degree required in Information Technology, Computer Science, Data Engineering, Data Science or a related field",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 5,
"raw": "5+ plus years of IT experience"
},
"job_locations": [],
"role": "IT Enterprise Architect - Data and Analytics",
"role_aliases": [
"Enterprise Architect",
"Data Architect",
"Analytics Architect"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 9,
"heading": "Your Key Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Your Key Responsibilities:",
"last_5_words": "business requirements while delivering tech"
},
"text": "\u2022 Constrain waste and issues caused by point solution proliferation and duplication\n\u2022 Drive solution and technical data collection maintain a summary description of the enterprise and its systems \n\u2022 Manage standards, principles, processes reference models and patterns\n\u2022 Contribute to business strategy and processes with advice on where changes and innovations can help\n\u2022 Develop roadmaps for changes and at a strategic, executive-level\n\u2022 Develops external relationships to advance technical architectures\n\u2022 Analyze the latest trends in technology architecture like new frameworks or best practices and educating tech departments about them.\n\u2022 Coordinating the work across domains and guide and govern architects working at lower levels.\n\u2022 Ensure solutions created meet business requirements while delivering tech forward advances",
"word_count": 116
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": false,
"skill_name": "Frameworks"
},
{
"is_primary": false,
"skill_name": "Best Practices"
}
],
"jd_role": {
"display_name": "IT Enterprise Architect - Data and Analytics",
"rationale": null,
"role_aliases": [
"Enterprise Architect",
"Data Architect",
"Analytics Architect"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "At DuPont, we are working",
"last_5_words": "together as a team and"
},
"text": "At DuPont, we are working on things that matter; whether it\u2019s providing clean water to more than a billion people on the planet, producing materials that are essential in everyday technology devices from smartphones to electric vehicles, or protecting workers in this global pandemic.\u202f\n\nIf you would like to be a part of a premier multi-industrial company that is delivering sustainable solutions that bring real purpose and value, of a company with collaborative spirit because it believes that we work best when we\u202fwork together as a team and values the diversity of thought, then DuPont is the company for you!",
"word_count": 84
},
"archetype_override_applied": true,
"archetype_override_matched_skills": [
"Python",
"MongoDB",
"Couchbase",
"SQL Server",
"Informatica",
"Power BI",
"Cassandra",
"AWS",
"HIPAA",
"Agile",
"Microsoft Azure",
"Make",
"Data Structures",
"Analytics",
"Relational Databases",
"NoSQL",
"Apache Spark",
"Hadoop",
"Machine Learning",
"Data Lakes",
"Azure",
"MySQL",
"TensorFlow",
"PyTorch",
"API",
"Cloud",
"Role",
"SQL",
"Models",
"GDPR",
"relationships",
"workers",
"Amazon Web Services",
"Google Cloud Platform"
],
"certifications": [],
"company_name": "DuPont",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC - Information Technology / Computer Science / Data Engineering / Data Science (or related)",
"raw": "Bachelor\u2019s Degree required in Information Technology, Computer Science, Data Engineering, Data Science or a related field",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 5,
"raw": "5+ plus years of IT experience"
},
"job_locations": [],
"role": "IT Enterprise Architect - Data and Analytics",
"role_aliases": [
"Enterprise Architect",
"Data Architect",
"Analytics Architect"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 9,
"heading": "Your Key Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Your Key Responsibilities:",
"last_5_words": "business requirements while delivering tech"
},
"text": "\u2022 Constrain waste and issues caused by point solution proliferation and duplication\n\u2022 Drive solution and technical data collection maintain a summary description of the enterprise and its systems \n\u2022 Manage standards, principles, processes reference models and patterns\n\u2022 Contribute to business strategy and processes with advice on where changes and innovations can help\n\u2022 Develop roadmaps for changes and at a strategic, executive-level\n\u2022 Develops external relationships to advance technical architectures\n\u2022 Analyze the latest trends in technology architecture like new frameworks or best practices and educating tech departments about them.\n\u2022 Coordinating the work across domains and guide and govern architects working at lower levels.\n\u2022 Ensure solutions created meet business requirements while delivering tech forward advances",
"word_count": 116
}
],
"urls": []
},
"rejected": false,
"rejection_reason": null,
"run_id": "9ae38aab-f2da-438b-970e-53e2ead1dc54",
"stage3_signals": {
"alias_found": false,
"alias_match_roles": [],
"kra_match_roles": [
{
"display_name": "Cloud Architect",
"kra_matches": [
{
"kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
"sentence": "Develops external relationships to advance technical architectures",
"similarity": 0.5935
},
{
"kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
"sentence": "Coordinating the work across domains and guide and govern architects working at lower levels.",
"similarity": 0.5899
},
{
"kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
"sentence": "Analyze the latest trends in technology architecture like new frameworks or best practices and educating tech departments about them.",
"similarity": 0.5594
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 9,
"score": 0.5809,
"slug": "cloud-architect",
"total_count": null
},
{
"display_name": "Cloud Security Engineer",
"kra_matches": [
{
"kra_text": "Documents cloud security standards, approved architecture patterns, security exceptions, and remediation guidance for engineering teams.",
"sentence": "Develops external relationships to advance technical architectures",
"similarity": 0.508
},
{
"kra_text": "Documents cloud security standards, approved architecture patterns, security exceptions, and remediation guidance for engineering teams.",
"sentence": "Manage standards, principles, processes reference models and patterns",
"similarity": 0.5049
},
{
"kra_text": "Documents cloud security standards, approved architecture patterns, security exceptions, and remediation guidance for engineering teams.",
"sentence": "Analyze the latest trends in technology architecture like new frameworks or best practices and educating tech departments about them.",
"similarity": 0.4741
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 23,
"score": 0.4957,
"slug": "cloud-security-engineer",
"total_count": null
},
{
"display_name": "DevOps Engineer",
"kra_matches": [
{
"kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
"sentence": "Develops external relationships to advance technical architectures",
"similarity": 0.5023
},
{
"kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
"sentence": "Analyze the latest trends in technology architecture like new frameworks or best practices and educating tech departments about them.",
"similarity": 0.4888
},
{
"kra_text": "Collaborates with development teams to improve build processes, reduce deployment friction, containerize applications, and adopt DevOps best practices.",
"sentence": "Coordinating the work across domains and guide and govern architects working at lower levels.",
"similarity": 0.4429
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 10,
"score": 0.478,
"slug": "devops-engineer",
"total_count": null
},
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Develops external relationships to advance technical architectures",
"similarity": 0.4895
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Coordinating the work across domains and guide and govern architects working at lower levels.",
"similarity": 0.4808
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Ensure solutions created meet business requirements while delivering tech forward advances",
"similarity": 0.4535
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.4746,
"slug": "flutter-developer",
"total_count": null
},
{
"display_name": "Cyber Security Engineer",
"kra_matches": [
{
"kra_text": "Performs threat modeling, security architecture reviews, and quantitative risk analysis for new product features and infrastructure changes.",
"sentence": "Develops external relationships to advance technical architectures",
"similarity": 0.4957
},
{
"kra_text": "Performs threat modeling, security architecture reviews, and quantitative risk analysis for new product features and infrastructure changes.",
"sentence": "Analyze the latest trends in technology architecture like new frameworks or best practices and educating tech departments about them.",
"similarity": 0.4587
},
{
"kra_text": "Defines secure engineering standards, secure coding guidelines, threat intelligence feeds, and compliance requirements for the organization.",
"sentence": "Ensure solutions created meet business requirements while delivering tech forward advances",
"similarity": 0.4514
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 5,
"score": 0.4686,
"slug": "cybersecurity-engineer",
"total_count": null
}
],
"skill_match_roles": []
},
"stage4_decision": {
"alias_collision_detected": false,
"case": "B",
"chosen_role": {
"display_name": "Cloud Architect",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 9,
"score": 0.5809,
"slug": "cloud-architect",
"total_count": null
},
"confidence": 0.5809,
"is_new_role": false,
"llm2_fired": false,
"llm2_reasoning": null,
"matched_dimensions": [],
"matched_kras": [],
"matched_skills": [],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "KRA-led classification on cloud-architect (skill weak, KRA 0.58)",
"sub_role": null
},
"stage5_updates": {
"centroid_n_after": 13,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": null,
"new_skills_attached": [
{
"is_primary": false,
"queue_id": 5400,
"role_display_name": "Cloud Architect",
"role_slug": "cloud-architect",
"skill_name": "Frameworks",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 5401,
"role_display_name": "Cloud Architect",
"role_slug": "cloud-architect",
"skill_name": "Best Practices",
"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": "Cloud Architect",
"id": 9,
"rationale": "KRA-led classification on cloud-architect (skill weak, KRA 0.58)",
"role_archetype": null,
"slug": "cloud-architect",
"source": "db"
},
"dimensions": [],
"input_final_skills": [
"Frameworks",
"Best Practices"
],
"input_llm_skills": [
"Frameworks",
"Best Practices"
],
"new_aliases_persisted": 0,
"run_id": "9ae38aab-f2da-438b-970e-53e2ead1dc54",
"skills_detail": [
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Frameworks",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Web Frameworks",
"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": "frameworks",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
},
{
"aliases_in_db": [],
"canonical": null,
"dimensions": [],
"input_skill": "Best Practices",
"matched_via": null,
"new_alias_persisted": false,
"new_alias_text": null,
"new_skill_meta": {
"derived": {
"category": "Soft Skills",
"skill_nature": "PRACTICE",
"sub_category": "general",
"typical_lifespan": "EVERGREEN",
"version_strategy": "UNVERSIONED",
"volatility": "STABLE"
},
"enrichment": null,
"keep_log": [],
"locked_dimensions": [],
"merge_log": [],
"placed": null,
"relationships": null,
"skill_id": "best-practices",
"split_log": [],
"typed": null,
"warnings": []
},
"source_tag": "llm",
"was_in_llm_skills": true
}
],
"unmatched_skills": [
"Frameworks",
"Best Practices"
]
}
API 3 — final-role-output
{
"chosen_role": {
"display_name": "Cloud Architect",
"id": 9,
"rationale": "KRA-led classification on cloud-architect (skill weak, KRA 0.58)",
"role_archetype": null,
"slug": "cloud-architect",
"source": "db"
},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "Frameworks",
"tag": "new"
},
{
"skill": "Best Practices",
"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": "9ae38aab-f2da-438b-970e-53e2ead1dc54"
}
LLM Calls
Every model call made for this run, in pipeline order. Click a card to see the model's response.