Pipeline run
c5fefee3-5a0b-4609-8764-95dfbf204f9c
Pipeline LLM cost (USD)
API 1: $0.0103
API 2: $0.0000
API 3: $0.0000
Total: $0.0103
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA descriptionNature of work
· Testing / QA
Estimates stories/tasks in sprint planning, refines requirements, and tests features end-to-end with automation, regression, integration, and acceptance coverage before UAT. Also updates status, checks code into Git, and helps keep releases on track.
""Tests features developed by developers throughout sprints to ensure working software with high quality as per acceptance criteria""
Tech stack maturity
Mainstream Modern
The stack centers on widely adopted modern enterprise tools and practices such as Angular, Java, microservices, REST/Swagger, Maven, and automated testing, which fits a mainstream modern environment rather than bleeding-edge or legacy.
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
0.20 / 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):
AI, ML, AI/ML
Evidence — skills matched in JD (42)
Sprint Planning
UAT
Backlog Refinement
Integration Testing
Acceptance Testing
Regression Testing
Unit Testing
Git
Bamboo
Ansible
Automation Testing
Selenium
QTP
HP ALM
ETL Testing
SQL
Java
Spring Framework
REST
SOAP
Angular
TypeScript
Microservices
Swagger
Groovy
+17
Skill cluster (8 dimension groups, role-scoped)
Integration Protocols & Standards
REST
SOAP
JavaScript and TypeScript
TypeScript
JavaScript
Angular Component Model and Templates
Angular
Build and Dependency Management
Maven
Java Language and JVM
Java
Performance and Scalability Tuning
Load Testing
Testing and Quality Assurance
Integration Testing
Cross-cutting / unaligned
Sprint Planning
UAT
Backlog Refinement
Acceptance Testing
Regression Testing
Unit Testing
Git
Bamboo
Ansible
Automation Testing
Selenium
QTP
HP ALM
ETL Testing
SQL
Spring Framework
Microservices
Swagger
Groovy
ECMAScript 6
Stress Testing
Stability Testing
Reliability Testing
HP Performance Tester
LoadRunner
WebLOAD
Jira
Manual Testing
Excel
Agile
Scrum
XP
Kanban
Show KRA description ↓
• Estimate user stories/features (story point estimation) and tasks in hours with the required level of accuracy and commit them as part of Sprint Planning.
• Ensures high quality deliverable is passed on to UAT phase for stakeholders testing.
• Estimates user stories/features (story point estimation) from their point of view and tasks in hours with the required level of accuracy and commit them as part of Sprint Planning.
• Contributes to the backlog refinement meetings by promptly asking relevant questions to ensure requirements achieve the right level of DOR.
• Collaborate with other team members on various aspects of development/integration testing etc. to get the feature working on is delivered with quality and on time.
• Tests features developed by developers throughout sprints to ensure working software with high quality as per acceptance criteria defined is released as per committed team sprint objectives.
• Have a good understanding of the product features and customer expectations. They ensure all aspects of the functionality is tested before the product is tested in UAT.
• Understands requirements, they create automated test cases thereby ensuring regression testing is performed on a daily basis. Checks in code into the shared source code repository regularly without build errors.
• Update the status and the remaining efforts for their tasks on a daily basis.
• Design and write automated unit, integration and acceptance tests.
• Required Bachelor, Master or equivalent degree.
• Version control and continuous integration tools such as Git, Bamboo, Ansible.
• Excellent verbal communication skills; Good analytical and problem-solving abilities, with keen attention to detail.
• Technical background and an understanding of the Aviation industry.
• Required Bachelor, Master or equivalent degree.
• At least 2 + years with 1 year of experience in automation testing.
• Experience in automation testing script development using Automation Testing tools like Selenium (or) QTP (Quick Test Professional) and experience on HP ALM or Devops, ETL Testing, SQL.
• Programming experience using: Java, Spring Framework, Restful APIs, SOAP, Angular 4, TypeScript / Microservices, Swagger, Groovy, JavaScript / ECMA Script 6 is a plus.
• Experience in Load Testing, Stress Testing, Stability testing, Reliability testing.
• Hands on Performance testing tools like HP Performance Tester (LoadRunner), WebLOAD.
• Experience with collaboration, configuration control, integration and testing tools (Jira, Git, Maven, Selenium).
• Relevant work experience into manual testing. Data comparison, Data Verification and Validation using Excel.
• Experience working in an Agile environment; Working knowledge of Agile principles, methods, and frameworks (Scrum, XP, Kanban).
• Excellent verbal and written communication skills.
• Bachelor, Master or equivalent degree preferably in Computer Science or Engineering.
Signals
Skill
engineering-manager
0.21
Alias
—
—
KRA
ml-ops-engineer
0.55
Post-classification
Centroidupdated · n=12
Alias collision log—
New-role queue—
New skills captured23
New KRA capturedyes
Captured for admin review
UAT
primary
↔
SDET
pending
Backlog Refinement
primary
↔
SDET
pending
Acceptance Testing
primary
↔
SDET
pending
Bamboo
primary
↔
SDET
pending
Automation Testing
primary
↔
SDET
pending
Selenium
primary
↔
SDET
pending
QTP
primary
↔
SDET
pending
HP ALM
primary
↔
SDET
pending
ETL Testing
primary
↔
SDET
pending
Spring Framework
primary
↔
SDET
pending
Groovy
primary
↔
SDET
pending
ECMAScript 6
primary
↔
SDET
pending
Stress Testing
primary
↔
SDET
pending
Stability Testing
primary
↔
SDET
pending
Reliability Testing
primary
↔
SDET
pending
HP Performance Tester
primary
↔
SDET
pending
LoadRunner
primary
↔
SDET
pending
WebLOAD
primary
↔
SDET
pending
Jira
primary
↔
SDET
pending
Manual Testing
primary
↔
SDET
pending
Excel
primary
↔
SDET
pending
XP
primary
↔
SDET
pending
Kanban
primary
↔
SDET
pending
R&R fragment (sim 0.00)
↔
SDET
pending
• Estimate user stories/features (story point estimation) and tasks in hours with the required level of accuracy and commit them as part of Sprint Planning. • Ensures high quality deliverable is passe…
Status:
extract_from_jd_done
Created: 2026-05-27T15:46:23.066986Z
Updated: 2026-06-12T15:57:24.112865Z
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 Description At Boeing, we innovate and collaborate to make the world a better place. From the seabed to outer space, you can contribute to work that matters with a company where diversity, equity and inclusion are shared values. We’re committed to fostering an environment for every teammate that’s welcoming, respectful and inclusive, with great opportunity for professional growth. Find your future with us. Overview Boeing is the world’s largest (Per Boeing LinkedIn page) aerospace company and a leading provider of commercial airplanes, defense, space, and security systems, and global services. Building on a legacy of over a century of innovation and leadership, Boeing continues to lead the way in technology and innovation, customer delivery, and investment in its people and future growth of aerospace. In India, Boeing has been a strong partner to the Indian aerospace and defense sectors for more than 75 years. People at Boeing have been supporting mission readiness and modernization of India’s defense forces, and enabling connected, safer, and smarter flying experiences, in the sky, in the seas, and in space. Technology for today and tomorrow The Boeing India Engineering & Technology Center (BIETC) is a 3000+ diverse engineering workforce that contributes to global aerospace growth. Our engineers deliver cutting-edge R&D, innovation, and high-quality engineering work in global markets, and leverage new-age technologies such as AI/ML, IIoT, Cloud, Model-Based Engineering, and Additive Manufacturing, shaping the future of aerospace. People-driven culture At Boeing, we believe creativity and innovation thrives when every employee is trusted, empowered, and has the flexibility to choose, grow, learn, and explore. We offer variable arrangements depending upon business and customer needs, and professional pursuits that offer greater flexibility in the way our people work. We also believe that collaboration, frequent team engagements, and face-to-face meetings bring diverse perspectives and thoughts – enabling every voice to be heard and every perspective to be respected. No matter where or how our teammates work, we are committed to positively shaping people’s careers and being thoughtful about employee wellbeing. At Boeing, we are inclusive, diverse, and transformative. With us, you can create and contribute to what matters most in your career, community, country, and world. Join us in powering the progress of global aerospace. At Boeing, we are all innovators on a mission to connect, protect, explore and inspire. From the seabed to outer space, you’ll learn and grow, contributing to work that shapes the world. Find your future with us. At the highest level, diversity and inclusion are part of Boeing's values. Having diverse employees, business partners and community relationships is vital to creating advanced aerospace and defense products and services for our diverse customers around the world. The company's commitment to diversity means providing a work environment for all employees that is welcoming, respectful and engaging, with opportunities for personal and professional development. The Emerging Projects portfolio under the Boeing India Engineering (BIE) Digital Solutions team is currently looking for a Associate Software Development Engineer – Test to join their team in Bangalore, India. This position will focus on supporting the Boeing Global Services business organization. Position Responsibilities: • Estimate user stories/features (story point estimation) and tasks in hours with the required level of accuracy and commit them as part of Sprint Planning. • Ensures high quality deliverable is passed on to UAT phase for stakeholders testing. • Estimates user stories/features (story point estimation) from their point of view and tasks in hours with the required level of accuracy and commit them as part of Sprint Planning. • Contributes to the backlog refinement meetings by promptly asking relevant questions to ensure requirements achieve the right level of DOR. • Collaborate with other team members on various aspects of development/integration testing etc. to get the feature working on is delivered with quality and on time. • Tests features developed by developers throughout sprints to ensure working software with high quality as per acceptance criteria defined is released as per committed team sprint objectives. • Have a good understanding of the product features and customer expectations. They ensure all aspects of the functionality is tested before the product is tested in UAT • Understands requirements, they create automated test cases thereby ensuring regression testing is performed on a daily basis. Checks in code into the shared source code repository regularly without build errors. • Update the status and the remaining efforts for their tasks on a daily basis • Design and write automated unit, integration and acceptance tests Employer will not sponsor applicants for employment visa status. Desired Skills: • Required Bachelor, Master or equivalent degree. • Version control and continuous integration tools such as Git, Bamboo, Ansible • Excellent verbal communication skills; Good analytical and problem-solving abilities, with keen attention to detail. • Technical background and an understanding of the Aviation industry Basic Qualifications (Required Skills/Experience): • Required Bachelor, Master or equivalent degree. • At least 2 + years with 1 year of experience in automation testing. • Experience in automation testing script development using Automation Testing tools like Selenium (or) QTP (Quick Test Professional) and experience on HP ALM or Devops, ETL Testing, SQL. • Programming experience using: Java, Spring Framework, Restful APIs, SOAP, Angular 4, TypeScript / Microservices, Swagger, Groovy, JavaScript / ECMA Script 6 is a plus • Experience in Load Testing, Stress Testing, Stability testing, Reliability testing • Hands on Performance testing tools like HP Performance Tester (LoadRunner), WebLOAD • Experience with collaboration, configuration control, integration and testing tools (Jira, Git, Maven, Selenium) • Relevant work experience into manual testing. Data comparison, Data Verification and Validation using Excel • Experience working in an Agile environment; Working knowledge of Agile principles, methods, and frameworks (Scrum, XP, Kanban) • Excellent verbal and written communication skills Typical Education & Experience: • Bachelor, Master or equivalent degree preferably in Computer Science or Engineering Relocation: RELOCATION BENEFITS IF INDICATED ARE LIMITED TO IN-COUNTRY MOVES AND ARE NOT AVAILABLE FOR OVERSEAS RELOCATION. THERE IS NO EXPATRIATE PACKAGE ASSOCIATED WITH THIS POSITION. Export Control Requirements: Not an export control position Equal Opportunity Employer: We are an equal opportunity employer. We do not accept unlawful discrimination in our recruitment or employment practices on any grounds including but not limited to; color, religion, national origin, gender, sexual orientation, gender identity, age, physical or mental disability, genetic factors, military and veteran status, or other characteristics covered by applicable law. We have teams in more than 65 countries, and each person plays a role in helping us become one of the world’s most innovative, diverse and inclusive companies. Applicants are encouraged to share with our recruitment team any accommodations required during the recruitment process. Qualifications • The candidate selected for this position will work on development and support of Boeing products and solutions for helping teams/airlines around the globe being a part of BGS Digital Aviation. This position involves working closely with other development teams in US. The selected individual will be a part of the engineering and technology team in Boeing India. • As a Software Tester, the selected individual will work in the Boeing Digital Aviation team to test, maintain and improve the software products for Airlines • Lead activities to develop test strategies, plans, procedures and test reports in order to insure company products and services comply with customer, regulatory, and company Requirements • Participate in evaluation of test performance data • Collect the data and provide recommendation to break/alter configuration • Perform special test procedures as required to support failure investigation and prepare for next test activities or events based on results • Create test automation framework for the products and also act like build master maintaining the build pipeline • Performs test and collect data, creating as required test procedures. Identify anomalies and provide solutions. • Be creative in generating test plans, capturing lessons learned and performance metrics to improve future testing • Interface with internal contacts, decompose information from requirements and statements of work to formulate basic test approaches • Review standards and regulations to assess the impact on the test plan • Review test data results for accuracy, quality and/or fidelity prior to delivery to customer and take appropriate action • Prepare test and configuration documentation • Lead the staging of test hardware and preparation of test reports • Participate in test readiness reviews, safety reviews, test plan reviews and test case reviews • Configure software for data acquisition and analysis • Prepare daily execution plans for effective use of all test resources • Translating requirements into actionable test strategies and test plans • Responsible for automation of existing system tests and new features/functionality • Responsible for communicating and socializing test results and practices with the appropriate software development, architecture, requirements and functional test teams • Responsible for developing and enhancing integrated solution test plans • Responsible for performing analysis of test results for individual components and overall solution and providing feedback on test results • Responsible for having a thorough understanding of the project’s test environment(s) internal and external as well as the project’s policies for working in the test environment(s) • Responsible for working with development teams, architecture, and system engineering in combined integration test efforts • Responsible for entering detailed defect reports in the project’s approved defect tracking system • Participate in the creation of standardized and project-specific plans and procedures for testing • Support and follow software development methodologies and life cycle, quality standards and procedures • This position will support initiatives of the Boeing Digital Aviation organization related to engineering excellence, employee development, mentoring, customer engagement etc. • This position will require travel within India and internationally Skills & Requirement • Minimum 3-4 years of experience with 100% hands on automation Automate test cases using a selenium framework on Web, Mobile and WebServices • Proficient in Salesforce testing skills,SOQL -Scripting • Proficient in managing test case creation in Zephyr -JIRA • Skilled in managing defects in Jira • Knowledge of Selenium • Knowledge of REST API web service tests • Knowledge of Agile development practices required • Experience in SQL Scripting, Java, Selenium,Cucumber/Capybara • Very strong Functional tester with strong knowledge and experience in selenium automation on Web & Mobile, API • Manage defects to ensure all relevant information is correctly recorded, and defects are triaged, followed up, and retested for effective resolution • Ensure test metrics are updated and reported on time to support status communications and decision making. • Knowledge in all of the following areas: test planning, product verification and validation • Must have experience working with cross-functional teams spread across multiple products and locations within Boeing and external partners • Must be flexible, with a high tolerance for organizational complexity and ability to work with partners from within Boeing and outside, across different cultures and time-zones • Communication – strong written and verbal communication skills • Candidate must be fluent in English, with excellent grammar • Candidate must be a self-starter with a positive attitude, high ethics, and a track record of working successfully under pressure in a time-constrained environment. • Candidate must have good attention to detail Competencies • Adaptability • Communication • Contributing to Team Success • Innovation • Managing Work • Analytical Skills • Languages & Databases • Software Development Tools • Customer Knowledge • Software Domain Knowledge Typical Education / Experience • Bachelor’s degree in Science, Technology, Mathematics, or Engineering is required. Candidates with Aviation related application development background will be preferred. • Minimum of 8 years of experience in software testing. Basic Qualifications For Consideration • Do you have a degree in science, technology, applied mathematics or engineering? • Do you have experience testing applications in collaboration with a group of Engineers?
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Sprint Planning
Primary
No API 2 row (run stopped after API 1 or history missing)
UAT
Primary
No API 2 row (run stopped after API 1 or history missing)
Backlog Refinement
Primary
No API 2 row (run stopped after API 1 or history missing)
Integration Testing
Primary
No API 2 row (run stopped after API 1 or history missing)
Acceptance Testing
Primary
No API 2 row (run stopped after API 1 or history missing)
Regression Testing
Primary
No API 2 row (run stopped after API 1 or history missing)
Unit Testing
Primary
No API 2 row (run stopped after API 1 or history missing)
Git
Primary
No API 2 row (run stopped after API 1 or history missing)
Bamboo
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)
Automation Testing
Primary
No API 2 row (run stopped after API 1 or history missing)
Selenium
Primary
No API 2 row (run stopped after API 1 or history missing)
QTP
Primary
No API 2 row (run stopped after API 1 or history missing)
HP ALM
Primary
No API 2 row (run stopped after API 1 or history missing)
ETL Testing
Primary
No API 2 row (run stopped after API 1 or history missing)
SQL
Primary
No API 2 row (run stopped after API 1 or history missing)
Java
Primary
No API 2 row (run stopped after API 1 or history missing)
Spring Framework
Primary
No API 2 row (run stopped after API 1 or history missing)
REST
Primary
No API 2 row (run stopped after API 1 or history missing)
SOAP
Primary
No API 2 row (run stopped after API 1 or history missing)
Angular
Primary
No API 2 row (run stopped after API 1 or history missing)
TypeScript
Primary
No API 2 row (run stopped after API 1 or history missing)
Microservices
Primary
No API 2 row (run stopped after API 1 or history missing)
Swagger
Primary
No API 2 row (run stopped after API 1 or history missing)
Groovy
Primary
No API 2 row (run stopped after API 1 or history missing)
JavaScript
Primary
No API 2 row (run stopped after API 1 or history missing)
ECMAScript 6
Primary
No API 2 row (run stopped after API 1 or history missing)
Load Testing
Primary
No API 2 row (run stopped after API 1 or history missing)
Stress Testing
Primary
No API 2 row (run stopped after API 1 or history missing)
Stability Testing
Primary
No API 2 row (run stopped after API 1 or history missing)
Reliability Testing
Primary
No API 2 row (run stopped after API 1 or history missing)
HP Performance Tester
Primary
No API 2 row (run stopped after API 1 or history missing)
LoadRunner
Primary
No API 2 row (run stopped after API 1 or history missing)
WebLOAD
Primary
No API 2 row (run stopped after API 1 or history missing)
Jira
Primary
No API 2 row (run stopped after API 1 or history missing)
Maven
Primary
No API 2 row (run stopped after API 1 or history missing)
Manual Testing
Primary
No API 2 row (run stopped after API 1 or history missing)
Excel
Primary
No API 2 row (run stopped after API 1 or history missing)
Agile
Primary
No API 2 row (run stopped after API 1 or history missing)
Scrum
Primary
No API 2 row (run stopped after API 1 or history missing)
XP
Primary
No API 2 row (run stopped after API 1 or history missing)
Kanban
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
RoleAssociate Software Development Engineer – Test
CompanyBoeing
ExperienceAt least 2 + years with 1 year of experience in automation testing.
DomainAerospace & Defense
Location
Bangalore, India
(onsite)
JD type
pass
Show raw JSON
{
"JD_type": "pass",
"about_company": {
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"first_5_words": "At Boeing, we innovate and",
"last_5_words": "opportunity for professional growth."
},
"text": "At Boeing, we innovate and collaborate to make the world a better place. From the seabed to outer space, you can contribute to work that matters with a company where diversity, equity and inclusion are shared values. We\u2019re committed to fostering an environment for every teammate that\u2019s welcoming, respectful and inclusive, with great opportunity for professional growth. Find your future with us.",
"word_count": 54
},
"certifications": [],
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"ctc": null,
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],
"domain": "Aerospace \u0026 Defense"
},
"secondary": null
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"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/BSC - Computer Science or Engineering",
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"requirement": "required"
}
],
"experience": {
"max": null,
"min": 2,
"raw": "At least 2 + years with 1 year of experience in automation testing."
},
"job_locations": [
{
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"Bengaluru"
],
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"country": "India",
"state": "Karnataka",
"work_mode": "onsite"
}
],
"role": "Associate Software Development Engineer \u2013 Test",
"role_aliases": [
"Software Tester",
"Automation Tester",
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"roles_and_responsibilities": [
{
"bullet_count": 10,
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"source_marker": {
"first_5_words": "\u2022 Estimate user stories/features (story",
"last_5_words": "unit, integration and acceptance tests."
},
"text": "\u2022 Estimate user stories/features (story point estimation) and tasks in hours with the required level of accuracy and commit them as part of Sprint Planning.\n\u2022 Ensures high quality deliverable is passed on to UAT phase for stakeholders testing.\n\u2022 Estimates user stories/features (story point estimation) from their point of view and tasks in hours with the required level of accuracy and commit them as part of Sprint Planning.\n\u2022 Contributes to the backlog refinement meetings by promptly asking relevant questions to ensure requirements achieve the right level of DOR.\n\u2022 Collaborate with other team members on various aspects of development/integration testing etc. to get the feature working on is delivered with quality and on time.\n\u2022 Tests features developed by developers throughout sprints to ensure working software with high quality as per acceptance criteria defined is released as per committed team sprint objectives.\n\u2022 Have a good understanding of the product features and customer expectations. They ensure all aspects of the functionality is tested before the product is tested in UAT.\n\u2022 Understands requirements, they create automated test cases thereby ensuring regression testing is performed on a daily basis. Checks in code into the shared source code repository regularly without build errors.\n\u2022 Update the status and the remaining efforts for their tasks on a daily basis.\n\u2022 Design and write automated unit, integration and acceptance tests.",
"word_count": 218
},
{
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"heading": "Desired Skills",
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"source_marker": {
"first_5_words": "\u2022 Required Bachelor, Master or",
"last_5_words": "understanding of the Aviation industry."
},
"text": "\u2022 Required Bachelor, Master or equivalent degree.\n\u2022 Version control and continuous integration tools such as Git, Bamboo, Ansible.\n\u2022 Excellent verbal communication skills; Good analytical and problem-solving abilities, with keen attention to detail.\n\u2022 Technical background and an understanding of the Aviation industry.",
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{
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"word_count": 205
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"word_count": 15
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],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
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"skill_name": "Sprint Planning"
},
{
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"skill_name": "UAT"
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{
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{
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"skill_name": "SOAP"
},
{
"is_primary": true,
"skill_name": "Angular"
},
{
"is_primary": true,
"skill_name": "TypeScript"
},
{
"is_primary": true,
"skill_name": "Microservices"
},
{
"is_primary": true,
"skill_name": "Swagger"
},
{
"is_primary": true,
"skill_name": "Groovy"
},
{
"is_primary": true,
"skill_name": "JavaScript"
},
{
"is_primary": true,
"skill_name": "ECMAScript 6"
},
{
"is_primary": true,
"skill_name": "Load Testing"
},
{
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"skill_name": "Stress Testing"
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{
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{
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{
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{
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}
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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