Pipeline run
3434c400-d8e7-42e9-a6b7-9888c1ddfe63
Pipeline LLM cost (USD)
API 1: $0.0069
API 2: $0.0000
API 3: $0.0000
Total: $0.0069
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA descriptionNature 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 (9)
React
Node.js
REST
Redux
React Router
Material-UI
JavaScript
HTML5
CSS3
Skill cluster (0 dimension groups, role-scoped)
Show KRA description ↓
We are hiring an experienced UI Team Lead to oversee our front-end team, with a focus on delivering scalable, user-centric web applications. This role combines hands-on development, leadership, and innovation in a fast-paced consumer tech :
• Design and develop responsive, scalable user interfaces using React and Node.js.
• Collaborate with cross-functional teams to integrate front-end applications with RESTful APIs and backend services.
• Drive technical excellence using modern UI frameworks (e.g., Redux, React Router, Material-UI) and best practices in JavaScript, HTML5, and CSS3.
• Mentor team members and foster a culture of innovation and continuous improvement.
• Optimize application performance and ensure adherence to coding and security :
• 2+ years of full-time professional experience in UI development, with a focus on building complex web applications using React and Node.js (mandatory).
• Experience working at a consumer tech company of scale (mandatory).
• Strong proficiency in JavaScript, HTML5, CSS3, and related web technologies.
• Expertise in modern UI frameworks/libraries (e.g., Redux, React Router, Material-UI).
• Solid understanding of RESTful APIs and front-end/backend integration.
• Demonstrated X-factor (e.g., innovative projects, leadership beyond traditional roles) will be given extra weightage.
• Open-source contributions are highly valued and will be strongly considered.
• Thoughtfully crafted resumes showcasing relevant experience will be given additional :
• Proven leadership experience (2+ years preferred) in a front-end development role.
• Strong problem-solving, communication, and organizational skills.
Signals
Skill
full-stack-engineer
0.78
Alias
frontend-engineer
1.00
KRA
frontend-engineer
0.67
Post-classification
Centroid—
Alias collision log#779
New-role queue#85
New skills captured0
New KRA captured—
Status:
extract_from_jd_done
Created: 2026-05-27T15:38:46.990883Z
Updated: 2026-06-12T16:09:04.832002Z
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
Software Engineer - UI Job Description About Practo : www.practo.com Practo is the world's leading healthcare platform that connects millions of patients with hundreds of thousands of healthcare providers around the world and helps people make better healthcare decisions. Practo provides a singular platform that helps consumers with all their healthcare requirements - from finding the healthcare provider to booking an appointment, to online doctor consultation, to getting their tests done and to even ordering medicines. Practo also makes software products that help healthcare providers ranging from clinics to hospitals digitize and deliver more efficient and higher quality healthcare to millions of patients around the world every day. Practo continues to be dedicated to centering healthcare around the consumer and helping billions of people live healthier longer lives. Role Overview We are hiring an experienced UI Team Lead to oversee our front-end team, with a focus on delivering scalable, user-centric web applications. This role combines hands-on development, leadership, and innovation in a fast-paced consumer tech : • Design and develop responsive, scalable user interfaces using React and Node.js. • Collaborate with cross-functional teams to integrate front-end applications with RESTful APIs and backend services. • Drive technical excellence using modern UI frameworks (e.g., Redux, React Router, Material-UI) and best practices in JavaScript, HTML5, and CSS3. • Mentor team members and foster a culture of innovation and continuous improvement. • Optimize application performance and ensure adherence to coding and security : • 2+ years of full-time professional experience in UI development, with a focus on building complex web applications using React and Node.js (mandatory). • Experience working at a consumer tech company of scale (mandatory). • Strong proficiency in JavaScript, HTML5, CSS3, and related web technologies. • Expertise in modern UI frameworks/libraries (e.g., Redux, React Router, Material-UI). • Solid understanding of RESTful APIs and front-end/backend integration. • Demonstrated X-factor (e.g., innovative projects, leadership beyond traditional roles) will be given extra weightage. • Open-source contributions are highly valued and will be strongly considered. • Thoughtfully crafted resumes showcasing relevant experience will be given additional : • Bachelor's or Master's degree in Computer Science, Engineering, or a related field. • Proven leadership experience (2+ years preferred) in a front-end development role. • Strong problem-solving, communication, and organizational skills. (ref:hirist.tech)
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
React
Primary
No API 2 row (run stopped after API 1 or history missing)
Node.js
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)
Redux
Primary
No API 2 row (run stopped after API 1 or history missing)
React Router
Primary
No API 2 row (run stopped after API 1 or history missing)
Material-UI
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)
HTML5
Primary
No API 2 row (run stopped after API 1 or history missing)
CSS3
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
RoleSoftware Engineer - UI
CompanyPracto
Experience2+ years of full-time professional experience in UI development
DomainHealthcare
JD type
pass
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Practo is the world\u0027s leading",
"last_5_words": "healthier longer lives."
},
"text": "Practo is the world\u0027s leading healthcare platform that connects millions of patients with hundreds of thousands of healthcare providers around the world and helps people make better healthcare decisions. Practo provides a singular platform that helps consumers with all their healthcare requirements - from finding the healthcare provider to booking an appointment, to online doctor consultation, to getting their tests done and to even ordering medicines. Practo also makes software products that help healthcare providers ranging from clinics to hospitals digitize and deliver more efficient and higher quality healthcare to millions of patients around the world every day. Practo continues to be dedicated to centering healthcare around the consumer and helping billions of people live healthier longer lives.",
"word_count": 100
},
"certifications": [],
"company_name": "Practo",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"HealthTech",
"MedTech"
],
"domain": "Healthcare"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/MTECH/ME - Computer Science / Engineering (or related)",
"raw": "Bachelor\u0027s or Master\u0027s degree in Computer Science, Engineering, or a related field",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 2,
"raw": "2+ years of full-time professional experience in UI development"
},
"job_locations": [],
"role": "Software Engineer - UI",
"role_aliases": [
"UI Engineer",
"Frontend Developer",
"UI Team Lead"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 0,
"heading": "Role Overview",
"heading_was_present": true,
"source_marker": {
"first_5_words": "We are hiring an experienced",
"last_5_words": "in a fast-paced consumer tech :"
},
"text": "We are hiring an experienced UI Team Lead to oversee our front-end team, with a focus on delivering scalable, user-centric web applications. This role combines hands-on development, leadership, and innovation in a fast-paced consumer tech :",
"word_count": 40
},
{
"bullet_count": 5,
"heading": "Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Design and develop responsive,",
"last_5_words": "adherence to coding and security :"
},
"text": "\u2022 Design and develop responsive, scalable user interfaces using React and Node.js.\n\u2022 Collaborate with cross-functional teams to integrate front-end applications with RESTful APIs and backend services.\n\u2022 Drive technical excellence using modern UI frameworks (e.g., Redux, React Router, Material-UI) and best practices in JavaScript, HTML5, and CSS3.\n\u2022 Mentor team members and foster a culture of innovation and continuous improvement.\n\u2022 Optimize application performance and ensure adherence to coding and security :",
"word_count": 66
},
{
"bullet_count": 8,
"heading": "Qualifications",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 2+ years of full-time",
"last_5_words": "will be given additional :"
},
"text": "\u2022 2+ years of full-time professional experience in UI development, with a focus on building complex web applications using React and Node.js (mandatory).\n\u2022 Experience working at a consumer tech company of scale (mandatory).\n\u2022 Strong proficiency in JavaScript, HTML5, CSS3, and related web technologies.\n\u2022 Expertise in modern UI frameworks/libraries (e.g., Redux, React Router, Material-UI).\n\u2022 Solid understanding of RESTful APIs and front-end/backend integration.\n\u2022 Demonstrated X-factor (e.g., innovative projects, leadership beyond traditional roles) will be given extra weightage.\n\u2022 Open-source contributions are highly valued and will be strongly considered.\n\u2022 Thoughtfully crafted resumes showcasing relevant experience will be given additional :",
"word_count": 104
},
{
"bullet_count": 2,
"heading": "Leadership Experience",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Proven leadership experience (2+",
"last_5_words": "problem-solving, communication, and organizational skills."
},
"text": "\u2022 Proven leadership experience (2+ years preferred) in a front-end development role.\n\u2022 Strong problem-solving, communication, and organizational skills.",
"word_count": 24
}
],
"urls": [
{
"type": "website",
"url": "http://www.practo.com"
}
]
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "React"
},
{
"is_primary": true,
"skill_name": "Node.js"
},
{
"is_primary": true,
"skill_name": "REST"
},
{
"is_primary": true,
"skill_name": "Redux"
},
{
"is_primary": true,
"skill_name": "React Router"
},
{
"is_primary": true,
"skill_name": "Material-UI"
},
{
"is_primary": true,
"skill_name": "JavaScript"
},
{
"is_primary": true,
"skill_name": "HTML5"
},
{
"is_primary": true,
"skill_name": "CSS3"
}
],
"jd_role": {
"display_name": "Software Engineer - UI",
"rationale": null,
"role_aliases": [
"UI Engineer",
"Frontend Developer",
"UI Team Lead"
],
"role_archetype": "Engineering",
"slug": ""
},
"nano_parsed": {
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Practo is the world\u0027s leading",
"last_5_words": "healthier longer lives."
},
"text": "Practo is the world\u0027s leading healthcare platform that connects millions of patients with hundreds of thousands of healthcare providers around the world and helps people make better healthcare decisions. Practo provides a singular platform that helps consumers with all their healthcare requirements - from finding the healthcare provider to booking an appointment, to online doctor consultation, to getting their tests done and to even ordering medicines. Practo also makes software products that help healthcare providers ranging from clinics to hospitals digitize and deliver more efficient and higher quality healthcare to millions of patients around the world every day. Practo continues to be dedicated to centering healthcare around the consumer and helping billions of people live healthier longer lives.",
"word_count": 100
},
"certifications": [],
"company_name": "Practo",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"HealthTech",
"MedTech"
],
"domain": "Healthcare"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE/MTECH/ME - Computer Science / Engineering (or related)",
"raw": "Bachelor\u0027s or Master\u0027s degree in Computer Science, Engineering, or a related field",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 2,
"raw": "2+ years of full-time professional experience in UI development"
},
"job_locations": [],
"role": "Software Engineer - UI",
"role_aliases": [
"UI Engineer",
"Frontend Developer",
"UI Team Lead"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 0,
"heading": "Role Overview",
"heading_was_present": true,
"source_marker": {
"first_5_words": "We are hiring an experienced",
"last_5_words": "in a fast-paced consumer tech :"
},
"text": "We are hiring an experienced UI Team Lead to oversee our front-end team, with a focus on delivering scalable, user-centric web applications. This role combines hands-on development, leadership, and innovation in a fast-paced consumer tech :",
"word_count": 40
},
{
"bullet_count": 5,
"heading": "Responsibilities",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Design and develop responsive,",
"last_5_words": "adherence to coding and security :"
},
"text": "\u2022 Design and develop responsive, scalable user interfaces using React and Node.js.\n\u2022 Collaborate with cross-functional teams to integrate front-end applications with RESTful APIs and backend services.\n\u2022 Drive technical excellence using modern UI frameworks (e.g., Redux, React Router, Material-UI) and best practices in JavaScript, HTML5, and CSS3.\n\u2022 Mentor team members and foster a culture of innovation and continuous improvement.\n\u2022 Optimize application performance and ensure adherence to coding and security :",
"word_count": 66
},
{
"bullet_count": 8,
"heading": "Qualifications",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 2+ years of full-time",
"last_5_words": "will be given additional :"
},
"text": "\u2022 2+ years of full-time professional experience in UI development, with a focus on building complex web applications using React and Node.js (mandatory).\n\u2022 Experience working at a consumer tech company of scale (mandatory).\n\u2022 Strong proficiency in JavaScript, HTML5, CSS3, and related web technologies.\n\u2022 Expertise in modern UI frameworks/libraries (e.g., Redux, React Router, Material-UI).\n\u2022 Solid understanding of RESTful APIs and front-end/backend integration.\n\u2022 Demonstrated X-factor (e.g., innovative projects, leadership beyond traditional roles) will be given extra weightage.\n\u2022 Open-source contributions are highly valued and will be strongly considered.\n\u2022 Thoughtfully crafted resumes showcasing relevant experience will be given additional :",
"word_count": 104
},
{
"bullet_count": 2,
"heading": "Leadership Experience",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Proven leadership experience (2+",
"last_5_words": "problem-solving, communication, and organizational skills."
},
"text": "\u2022 Proven leadership experience (2+ years preferred) in a front-end development role.\n\u2022 Strong problem-solving, communication, and organizational skills.",
"word_count": 24
}
],
"urls": [
{
"type": "website",
"url": "http://www.practo.com"
}
]
},
"rejected": false,
"rejection_reason": null,
"run_id": "3434c400-d8e7-42e9-a6b7-9888c1ddfe63",
"stage3_signals": {
"alias_found": true,
"alias_match_roles": [
{
"display_name": "Frontend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 7,
"score": 1.0,
"slug": "frontend-engineer",
"total_count": null
},
{
"display_name": "Web Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 25,
"score": 1.0,
"slug": "web-developer",
"total_count": null
},
{
"display_name": "Frontend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 439,
"score": 1.0,
"slug": "frontend-developer",
"total_count": null
}
],
"kra_match_roles": [
{
"display_name": "Frontend Developer",
"kra_matches": [
{
"kra_text": "Builds responsive user interfaces and interactive web components using React, Vue, or Angular with TypeScript, HTML5, and modern CSS for browser-based applications.",
"sentence": "Design and develop responsive, scalable user interfaces using React and Node.js.",
"similarity": 0.7081
},
{
"kra_text": "Builds responsive user interfaces and interactive web components using React, Vue, or Angular with TypeScript, HTML5, and modern CSS for browser-based applications.",
"sentence": "Drive technical excellence using modern UI frameworks (e.g. , Redux, React Router, Material-UI) and best practices in JavaScript, HTML5, and CSS3.",
"similarity": 0.7014
},
{
"kra_text": "Integrates frontend views with RESTful or GraphQL backend APIs, handling async data fetching, loading states, error boundaries, and cache invalidation.",
"sentence": "Collaborate with cross-functional teams to integrate front-end applications with RESTful APIs and backend services.",
"similarity": 0.6141
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 7,
"score": 0.6745,
"slug": "frontend-engineer",
"total_count": null
},
{
"display_name": "Flutter Developer",
"kra_matches": [
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "Collaborate with cross-functional teams to integrate front-end applications with RESTful APIs and backend services.",
"similarity": 0.6752
},
{
"kra_text": "optimize responsiveness and performance",
"sentence": "Optimize application performance and ensure adherence to coding and security :",
"similarity": 0.6284
},
{
"kra_text": "collaborate with design, product, and backend teams",
"sentence": "We are hiring an experienced UI Team Lead to oversee our front-end team, with a focus on delivering scalable, user-centric web applications.",
"similarity": 0.4888
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 74,
"score": 0.5975,
"slug": "flutter-developer",
"total_count": null
},
{
"display_name": "Fullstack Developer",
"kra_matches": [
{
"kra_text": "Builds and integrates client-side React or Vue components with server-side Node.js or Django APIs, managing bidirectional data flow across frontend and backend layers.",
"sentence": "Design and develop responsive, scalable user interfaces using React and Node.js.",
"similarity": 0.6149
},
{
"kra_text": "Builds and integrates client-side React or Vue components with server-side Node.js or Django APIs, managing bidirectional data flow across frontend and backend layers.",
"sentence": "Collaborate with cross-functional teams to integrate front-end applications with RESTful APIs and backend services.",
"similarity": 0.5745
},
{
"kra_text": "Optimizes application performance from database query efficiency through API response latency to frontend rendering speed and bundle size.",
"sentence": "Optimize application performance and ensure adherence to coding and security :",
"similarity": 0.5729
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 15,
"score": 0.5874,
"slug": "full-stack-engineer",
"total_count": null
},
{
"display_name": "React Native Developer",
"kra_matches": [
{
"kra_text": "integrate backend APIs",
"sentence": "Collaborate with cross-functional teams to integrate front-end applications with RESTful APIs and backend services.",
"similarity": 0.626
},
{
"kra_text": "maintain code quality",
"sentence": "Optimize application performance and ensure adherence to coding and security :",
"similarity": 0.5712
},
{
"kra_text": "Implement mobile screens and flows",
"sentence": "Design and develop responsive, scalable user interfaces using React and Node.js.",
"similarity": 0.4359
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 73,
"score": 0.5443,
"slug": "react-native-developer",
"total_count": null
},
{
"display_name": "Hybrid Mobile Developer",
"kra_matches": [
{
"kra_text": "Integrates cross-platform mobile apps with REST and GraphQL backend APIs, handling JWT authentication, token refresh, and error recovery.",
"sentence": "Collaborate with cross-functional teams to integrate front-end applications with RESTful APIs and backend services.",
"similarity": 0.5906
},
{
"kra_text": "Builds mobile navigation flows, tab bar routing, modal sheets, and deep link handling using React Navigation or Flutter Navigator.",
"sentence": "Design and develop responsive, scalable user interfaces using React and Node.js.",
"similarity": 0.5111
},
{
"kra_text": "Builds mobile navigation flows, tab bar routing, modal sheets, and deep link handling using React Navigation or Flutter Navigator.",
"sentence": "Drive technical excellence using modern UI frameworks (e.g. , Redux, React Router, Material-UI) and best practices in JavaScript, HTML5, and CSS3.",
"similarity": 0.5021
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 11,
"score": 0.5346,
"slug": "hybrid-mobile-developer",
"total_count": null
}
],
"skill_match_roles": [
{
"display_name": "Fullstack Developer",
"kra_matches": null,
"matched_count": 7,
"matched_skills": [
"JavaScript",
"Material UI",
"Node.js",
"REST",
"React",
"React Router",
"Redux"
],
"role_id": 15,
"score": 0.7778,
"slug": "full-stack-engineer",
"total_count": 9
},
{
"display_name": "Fullstack Developer",
"kra_matches": null,
"matched_count": 6,
"matched_skills": [
"JavaScript",
"Node.js",
"REST",
"React",
"React Router",
"Redux"
],
"role_id": 435,
"score": 0.6667,
"slug": "fullstack-developer",
"total_count": 9
},
{
"display_name": "Frontend Developer",
"kra_matches": null,
"matched_count": 6,
"matched_skills": [
"JavaScript",
"Material UI",
"Node.js",
"React",
"React Router",
"Redux"
],
"role_id": 7,
"score": 0.6667,
"slug": "frontend-engineer",
"total_count": 9
},
{
"display_name": "React Frontend Developer",
"kra_matches": null,
"matched_count": 6,
"matched_skills": [
"JavaScript",
"Material UI",
"Node.js",
"React",
"React Router",
"Redux"
],
"role_id": 89,
"score": 0.6667,
"slug": "react-frontend-developer",
"total_count": 9
},
{
"display_name": "Web Developer",
"kra_matches": null,
"matched_count": 5,
"matched_skills": [
"JavaScript",
"Material UI",
"Node.js",
"React",
"React Router"
],
"role_id": 25,
"score": 0.5556,
"slug": "web-developer",
"total_count": 9
}
]
},
"stage4_decision": {
"alias_collision_detected": true,
"case": "D",
"chosen_role": null,
"confidence": 0.6,
"is_new_role": false,
"llm2_fired": true,
"llm2_reasoning": "The frontend-engineer role most closely aligns with the JD\u2019s focus on React/Node.js UI development, RESTful API integration, modern frameworks, and building scalable web applications compared to the more generic Web Developer role.",
"matched_dimensions": [],
"matched_kras": [],
"matched_skills": [],
"new_role_display_name": null,
"new_role_slug": null,
"queued": true,
"reasoning": "LLM2 unsure (confidence 0.60 \u003c 0.7); queueing",
"sub_role": null
},
"stage5_updates": {
"centroid_n_after": null,
"centroid_updated": false,
"collision_log_id": 779,
"new_kra_attached": null,
"new_skills_attached": [],
"queue_entry_id": 85,
"v3_pipeline_triggered": false,
"v3_role_slug": null,
"v3_run_id": null
}
}
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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