Pipeline run
594a40c4-e33a-44bc-98c9-c07174cea5c1
Pipeline LLM cost (USD)
API 1: $0.0000
API 2: $0.0000
API 3: $0.0000
Total: $0.0000
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
SPARSE JD
Nature of work
—
Tech stack maturity
Mainstream Modern
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 (0)
Skill cluster (0 dimension groups, role-scoped)
Status:
extract_from_jd_done
Created: 2026-05-27T17:15:46.593196Z
Updated: 2026-05-27T17:15:46.593196Z
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
Introduction As an Application Developer, you will lead IBM into the future by translating system requirements into the design and development of customized systems in an agile environment. The success of IBM is in your hands as you transform vital business needs into code and drive innovation. Your work will power IBM and its clients globally, collaborating and integrating code into enterprise systems. You will have access to the latest education, tools and technology, and a limitless career path with the world’s technology leader. Come to IBM and make a global impact! Your Role and Responsibilities IBM's Purpose is to be essential to our clients, to the world and one another and we are confident that together as IBMers we will drive this purpose. When you join IBM you join a culture of openness, collaboration, trust, and the invitation and expectation to have a voice. Join us and Do your Best Work Ever. We are recognized gold standard for inclusion, reflected in winning, to name a few, the 2018 Catalyst Award for advancing women in business, the National Award 'Best Employer of People with Disabilities' and being named one of the top 5 2018 Top Companies for Women Technologists for building an inclusive workplace — We advocate for fairness and equality as everyone is, and always has been, welcome at IBM. We at IBM Global Business Services (GBS) are a dynamic group of Business, Strategy and Technology professionals - a specific source of best-in-class Industry Consulting, Application and Business process management, supported by the industry's most sophisticated outcome-based delivery model. All designed to be the Digital Reinvention partner for leading clients across the world - providing value-led and asset-powered end to end solutions. With a global footprint in over 170 countries, we are empowering clients to build upon their tremendous heritage in Application Innovation processes and also transform them to a Cloud, Cognitive and Social centric world. With skills across six sectors and 17 industries, all major service lines and competencies, IBM’s GBS is a promising business unit in itself to be a part of. Through our unique global delivery network; IBM offers global expertise coupled with a deep understanding of local capabilities, markets and cultures you could be part of and partner on some great projects with some of the best corporations in the world across geographies. How We’ll Help You Grow Access to all the technical and management training courses to become the authority you want to be Learn directly from authority developers in the field; leads who love to mentor. You have the opportunity to work in many different areas to determine, what really excites you. Required Technical and Professional Expertise Apply knowledge of Business-IT requirements. Develop program specifications. Proficient in C#, with a good knowledge of its ecosystems. Perform application testing activities writing unit test case Understanding of object-oriented programming Should have knowledge on Application Development Methodologies & tools Experience with popular web application frameworks Should have proven knowledge on Programming Languages (C#.NET 2.0 and Above) Proficient in any one: Web (OOPs, Asp.Net, MVC 1-6, Jquery/JScript/Angular Js, Web API, Web service/WCF, Redux JS, HTML Proficient understanding of code versioning tools such as Git, SVN, and Mercurial Preferred Technical And Professional Expertise C#.NET 3.5/4.0/4.5 Naming Conventional Practice Migration Strategy from low version to high version Migration Specific tool(s) Basic understanding of Common Language Runtime (CLR), its limitations, weaknesses, and workaround About Business Unit IBM Services is a team of business, strategy and technology consultants that design, build, and run foundational systems and services that is the backbone of the world's economy. IBM Services partners with the world's leading companies in over 170 countries to build smarter businesses by reimagining and reinventing through technology, with its outcome-focused methodologies, industry-leading portfolio and world class research and operations expertise leading to results-driven innovation and enduring excellence. Your Life @ IBM What matters to you when you’re looking for your next career challenge? Maybe you want to get involved in work that really changes the world? What about somewhere with incredible and diverse career and development opportunities – where you can truly discover your passion? Are you looking for a culture of openness, collaboration and trust – where everyone has a voice? What about all of these? If so, then IBM could be your next career challenge. Join us, not to do something better, but to attempt things you never thought possible. Impact. Inclusion. Infinite Experiences. Do your best work ever. About IBM IBM’s greatest invention is the IBMer. We believe that progress is made through progressive thinking, progressive leadership, progressive policy and progressive action. IBMers believe that the application of intelligence, reason and science can improve business, society and the human condition. Restlessly reinventing since 1911, we are the largest technology and consulting employer in the world, with more than 380,000 IBMers serving clients in 170 countries. Location Statement For additional information about location requirements, please discuss with the recruiter following submission of your application. Being You @ IBM IBM is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.
Library artifacts (this run)
No artifact rows for this run.
API 1 — extract-from-jd click to toggle
{
"final_skills": [],
"jd_role": {
"display_name": "Introduction As an Application Developer, you will lead IBM into the future by translating system requirements into the design and development of customized systems in an agile environment. The success of IBM is in your hands as you transform vital business needs into code and drive innovation. Your work will power IBM and its clients globally, collaborating and integrating code into enterprise systems. You will have access to the latest education, tools and technology, and a limitless career path with the world\u2019s technology leader. Come to IBM and make a global impact! Your Role and Responsibilities IBM\u0027s Purpose is to be essential to our clients, to the world and one another and we are confident that together as IBMers we will drive this purpose. When you join IBM you join a culture of openness, collaboration, trust, and the invitation and expectation to have a voice. Join us and Do your Best Work Ever. We are recognized gold standard for inclusion, reflected in winning, to name a few, the 2018 Catalyst Award for advancing women in business, the National Award \u0027Best Employer of People with Disabilities\u0027 and being named one of the top 5 2018 Top Companies for Women Technologists for building an inclusive workplace \u2014 We advocate for fairness and equality as everyone is, and always has been, welcome at IBM. We at IBM Global Business Services (GBS) are a dynamic group of Business, Strategy and Technology professionals - a specific source of best-in-class Industry Consulting, Application and Business process management, supported by the industry\u0027s most sophisticated outcome-based delivery model. All designed to be the Digital Reinvention partner for leading clients across the world - providing value-led and asset-powered end to end solutions. With a global footprint in over 170 countries, we are empowering clients to build upon their tremendous heritage in Application Innovation processes and also transform them to a Cloud, Cognitive and Social centric world. With skills across six sectors and 17 industries, all major service lines and competencies, IBM\u2019s GBS is a promising business unit in itself to be a part of. Through our unique global delivery network; IBM offers global expertise coupled with a deep understanding of local capabilities, markets and cultures you could be part of and partner on some great projects with some of the best corporations in the world across geographies. How We\u2019ll Help You Grow Access to all the technical and management training courses to become the authority you want to be Learn directly from authority developers in the field; leads who love to mentor. You have the opportunity to work in many different areas to determine, what really excites you. Required Technical and Professional Expertise Apply knowledge of Business-IT requirements. Develop program specifications. Proficient in C#, with a good knowledge of its ecosystems. Perform application testing activities writing unit test case Understanding of object-oriented programming Should have knowledge on Application Development Methodologies \u0026 tools Experience with popular web application frameworks Should have proven knowledge on Programming Languages (C#.NET 2.0 and Above) Proficient in any one: Web (OOPs, Asp.Net, MVC 1-6, Jquery/JScript/Angular Js, Web API, Web service/WCF, Redux JS, HTML Proficient understanding of code versioning tools such as Git, SVN, and Mercurial Preferred Technical And Professional Expertise C#.NET 3.5/4.0/4.5 Naming Conventional Practice Migration Strategy from low version to high version Migration Specific tool(s) Basic understanding of Common Language Runtime (CLR), its limitations, weaknesses, and workaround About Business Unit IBM Services is a team of business, strategy and technology consultants that design, build, and run foundational systems and services that is the backbone of the world\u0027s economy. IBM Services partners with the world\u0027s leading companies in over 170 countries to build smarter businesses by reimagining and reinventing through technology, with its outcome-focused methodologies, industry-leading portfolio and world class research and operations expertise leading to results-driven innovation and enduring excellence. Your Life @ IBM What matters to you when you\u2019re looking for your next career challenge? Maybe you want to get involved in work that really changes the world? What about somewhere with incredible and diverse career and development opportunities \u2013 where you can truly discover your passion? Are you looking for a culture of openness, collaboration and trust \u2013 where everyone has a voice? What about all of these? If so, then IBM could be your next career challenge. Join us, not to do something better, but to attempt things you never thought possible. Impact. Inclusion. Infinite Experiences. Do your best work ever. About IBM IBM\u2019s greatest invention is the IBMer. We believe that progress is made through progressive thinking, progressive leadership, progressive policy and progressive action. IBMers believe that the application of intelligence, reason and science can improve business, society and the human condition. Restlessly reinventing since 1911, we are the largest technology and consulting employer in the world, with more than 380,000 IBMers serving clients in 170 countries. Location Statement For additional information about location requirements, please discuss with the recruiter following submission of your application. Being You @ IBM IBM is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.",
"rationale": "non-tech title pattern matched (\u0027advocate\u0027) \u2014 strong",
"role_aliases": [],
"role_archetype": "Other",
"slug": ""
},
"nano_parsed": null,
"rejected": true,
"rejection_reason": "Non-tech JD: non-tech title pattern matched (\u0027advocate\u0027) \u2014 strong",
"run_id": null,
"stage3_signals": null,
"stage4_decision": null,
"stage5_updates": null
}
API 2 — extract-details
{}
API 3 — final-role-output
{}