Pipeline run
93deb3e5-2b03-489b-9273-412ae77d322c
Pipeline LLM cost (USD)
API 1: $0.0121
API 2: $0.0000
API 3: $0.0000
Total: $0.0121
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
role baseline loaded
sources · ai_index: jd · nature_of_work: jd · tech_stack_maturity: jd
Nature of work
· API and service implementation
Build and maintain scalable Go microservices and REST APIs for AWS/Kubernetes environments, with clean docs, tests, and ongoing fixes for customer issues and performance. Work across the agile cycle with the team and improve reliability of distributed systems.
"Develop microservices and tools that provide common support for scalable and highly available software systems"
Tech stack maturity
Modern Cloud Native
The skill set centers on cloud services, containers, Kubernetes, microservices, and REST, which strongly indicates a modern cloud-native backend environment.
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 (22)
Go
Microservices
Agile
EC2
Docker
Kubernetes
SQL
AWS
REST
Python
Algorithms
Design Patterns
Third-party libraries
Docker Swarm
SOLID
Distributed Systems
MySQL
MongoDB
Jenkins
Maven
Git
gRPC
Skill cluster (12 dimension groups, role-scoped)
API Design and Contracts
REST
gRPC
Programming Languages
Go
Python
Build and Dependency Management
Maven
Cloud Platforms
AWS
Container Orchestration Platforms
Kubernetes
Deployment and Runtime Configuration
Docker
Microservices and Distributed Systems
Microservices
NoSQL Databases
MongoDB
Performance and Scalability Tuning
Distributed Systems
Relational Database Design
MySQL
Service Architecture and Design Patterns
SOLID
Cross-cutting / unaligned
Agile
EC2
SQL
Algorithms
Design Patterns
Third-party libraries
Docker Swarm
Jenkins
Git
Show KRA description ↓
We are looking for a great GoLang developer who possesses a strong understanding of how best to leverage and exploit the language’s unique paradigms, idioms, and syntax. Your primary focus will be on developing Go packages and programs that are scalable and maintainable. You will ensure that these Go packages and programs are well documented and have reasonable test coverage. You will coordinate with the rest of the team working on different layers of the infrastructure. A commitment to collaborative problem solving, sophisticated design, and quality product is essential.
⦁Develop microservices and tools that provide common support for scalable and highly available software systems
⦁Work closely with design teams to support their use of the platform to deliver complete solutions to customers
⦁Participate in all phases of an agile development cycle – plan, design, implement, review, test, deploy, document, and training
⦁Self-starter, willing to learn new technologies
⦁Troubleshoot and resolve customer issues
⦁Strive to make continuous improvements.
⦁1-2 years of experience in golang.
⦁EC2, Docker, Kubernetes, python.
⦁2-5 years of experience.
⦁Bachelors/Masters's Degree in Computer Science.
⦁Strong understanding of Computer Science fundamentals, algorithms, and design patterns.
⦁Knowledge of Go programming language, paradigms, constructs, idioms, usage of third-party libraries.
⦁Good knowledge of docker and orchestration using docker swarm / Kubernetes.
⦁Should be aware of GoLang coding standards & Solid principles.
⦁Experience with distributed, highly-available, horizontally scalable systems running at a large scale.
⦁Interest and ability to quickly learn and ramp up on new languages and technologies.
⦁Experience with SQL and Go optimization for real-time systems.
⦁Experience with the cloud platform - AWS.
⦁Should have good knowledge of databases, preferably MySQL, and knowledge of NoSQL databases like MongoDB, etc.
⦁Working experience with tools/technologies like Kubernetes, Jenkins, Maven, GIT, and Docker.
⦁Experience with design & implementation of REST-style APIs.
⦁Understanding of fundamental design principles behind scalable applications
⦁GRPC experience will be added advantage.
Signals
Skill
backend-engineer
0.56
Alias
backend-engineer
1.00
KRA
flutter-developer
0.55
Post-classification
Centroidupdated · n=1082
Alias collision log—
New-role queue—
New skills captured3
New KRA captured—
Captured for admin review
EC2
primary
↔
Backend Developer
pending
Third-party libraries
↔
Backend Developer
pending
Docker Swarm
↔
Backend Developer
pending
Status:
extract_from_jd_done
Created: 2026-05-27T15:44:40.184140Z
Updated: 2026-06-12T16:00:05.424069Z
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
Zyvka Global Services partnered with a fast-growing Startup (SaaS), for hiring a Zyvka Global Services have partnered with a fast-growing Startup (SaaS), for hiring a Golang Developer. This is an urgent hiring. The details of the job are mentioned below: Job Title: Golang Developer Location: Gurugram Type: Full Time Experience: 2-6 years About the company started in July 2017 with the goal of combining scalability through technology, innovation through design, and retention through content. For our first product, we wanted to develop a platform for gamers to compete with tangible rewards, culminating into MGPL (Mobile Gaming Premier League). MGPL was the first mobile platform in India to offer real money gaming across a variety of casual games. We grew that business to 2.2mn users, with tangible rewards on offer of Rs 2.5 Crores each month. The product was self-funded by the Founder and saw the emergence of many VC-backed startups over the next 9 months. About The Role We are looking for a great GoLang developer who possesses a strong understanding of how best to leverage and exploit the language’s unique paradigms, idioms, and syntax. Your primary focus will be on developing Go packages and programs that are scalable and maintainable. You will ensure that these Go packages and programs are well documented and have reasonable test coverage. You will coordinate with the rest of the team working on different layers of the infrastructure. A commitment to collaborative problem solving, sophisticated design, and quality product is essential. Responsibilities ⦁Develop microservices and tools that provide common support for scalable and highly available software systems ⦁Work closely with design teams to support their use of the platform to deliver complete solutions to customers ⦁Participate in all phases of an agile development cycle – plan, design, implement, review, test, deploy, document, and training ⦁Self-starter, willing to learn new technologies ⦁Troubleshoot and resolve customer issues ⦁Strive to make continuous improvements. Must Have ⦁1-2 years of experience in golang. ⦁EC2, Docker, Kubernetes, python. Skills ⦁2-5 years of experience. ⦁Bachelors/Masters's Degree in Computer Science. ⦁Strong understanding of Computer Science fundamentals, algorithms, and design patterns. ⦁Knowledge of Go programming language, paradigms, constructs, idioms, usage of third-party libraries. ⦁Good knowledge of docker and orchestration using docker swarm / Kubernetes. ⦁Should be aware of GoLang coding standards & Solid principles. ⦁Experience with distributed, highly-available, horizontally scalable systems running at a large scale. ⦁Interest and ability to quickly learn and ramp up on new languages and technologies. ⦁Experience with SQL and Go optimization for real-time systems. ⦁Experience with the cloud platform - AWS. ⦁Should have good knowledge of databases, preferably MySQL, and knowledge of NoSQL databases like MongoDB, etc. ⦁Working experience with tools/technologies like Kubernetes, Jenkins, Maven, GIT, and Docker. ⦁Experience with design & implementation of REST-style APIs. ⦁Understanding of fundamental design principles behind scalable applications ⦁GRPC experience will be added advantage. If interested, please email your updated resume at ridhima@zyvka.com
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Go
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)
Agile
Primary
No API 2 row (run stopped after API 1 or history missing)
EC2
Primary
No API 2 row (run stopped after API 1 or history missing)
Docker
Primary
No API 2 row (run stopped after API 1 or history missing)
Kubernetes
Primary
No API 2 row (run stopped after API 1 or history missing)
Python
Secondary
No API 2 row (run stopped after API 1 or history missing)
Algorithms
Secondary
No API 2 row (run stopped after API 1 or history missing)
Design Patterns
Secondary
No API 2 row (run stopped after API 1 or history missing)
Third-party libraries
Secondary
No API 2 row (run stopped after API 1 or history missing)
Docker Swarm
Secondary
No API 2 row (run stopped after API 1 or history missing)
SOLID
Secondary
No API 2 row (run stopped after API 1 or history missing)
Distributed Systems
Secondary
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)
AWS
Primary
No API 2 row (run stopped after API 1 or history missing)
MySQL
Secondary
No API 2 row (run stopped after API 1 or history missing)
MongoDB
Secondary
No API 2 row (run stopped after API 1 or history missing)
Jenkins
Secondary
No API 2 row (run stopped after API 1 or history missing)
Maven
Secondary
No API 2 row (run stopped after API 1 or history missing)
Git
Secondary
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)
gRPC
Secondary
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
RoleGolang Developer
CompanyZyvka Global Services
Experience2-6 years
DomainSoftware & SaaS Products
Location
Gurugram, India
(onsite)
JD type
pass
Show raw JSON
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"urls": []
}
API 1 — extract-from-jd click to toggle
{
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{
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},
{
"kra_text": "Defines cloud adoption roadmaps, lift-and-shift vs. refactor migration strategies, and landing zone architectures for workloads moving to AWS, Azure, or GCP.",
"sentence": "\u2981Experience with the cloud platform - AWS.",
"similarity": 0.5101
},
{
"kra_text": "Conducts architecture reviews, approves technical design documents, and guides engineering teams through cloud migration and modernization projects.",
"sentence": "\u2981Participate in all phases of an agile development cycle \u2013 plan, design, implement, review, test, deploy, document, and training",
"similarity": 0.4593
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 9,
"score": 0.5164,
"slug": "cloud-architect",
"total_count": null
}
],
"skill_match_roles": [
{
"display_name": "Backend Developer",
"kra_matches": null,
"matched_count": 5,
"matched_skills": [
"AWS",
"Docker",
"Go",
"REST",
"microservices"
],
"role_id": 1,
"score": 0.5556,
"slug": "backend-engineer",
"total_count": 9
},
{
"display_name": "Go Backend Developer",
"kra_matches": null,
"matched_count": 4,
"matched_skills": [
"AWS",
"Docker",
"Go",
"REST"
],
"role_id": 81,
"score": 0.4444,
"slug": "go-backend-developer",
"total_count": 9
},
{
"display_name": "Engineering Manager",
"kra_matches": null,
"matched_count": 4,
"matched_skills": [
"AWS",
"Agile",
"REST",
"SQL"
],
"role_id": 121,
"score": 0.4444,
"slug": "engineering-manager",
"total_count": 9
},
{
"display_name": "ML Engineer",
"kra_matches": null,
"matched_count": 3,
"matched_skills": [
"AWS",
"Go",
"Kubernetes"
],
"role_id": 3,
"score": 0.3333,
"slug": "ml-engineer",
"total_count": 9
},
{
"display_name": "DevOps Engineer",
"kra_matches": null,
"matched_count": 3,
"matched_skills": [
"AWS",
"Docker",
"Kubernetes"
],
"role_id": 10,
"score": 0.3333,
"slug": "devops-engineer",
"total_count": 9
}
]
},
"stage4_decision": {
"alias_collision_detected": false,
"case": "DOMAIN",
"chosen_role": {
"display_name": "Backend Developer",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 1,
"score": 0.99,
"slug": "backend-engineer",
"total_count": null
},
"confidence": 0.99,
"is_new_role": false,
"llm2_fired": false,
"llm2_reasoning": null,
"matched_dimensions": [
"Backend Engineering",
"Microservices Development",
"Distributed Systems",
"Cloud Infrastructure",
"Container Orchestration",
"API Design",
"Database Development",
"Agile Software Delivery"
],
"matched_kras": [
"Developing Go packages and programs",
"Develop microservices and tools",
"Coordinate with the rest of the team",
"Participate in all phases of an agile development cycle",
"Troubleshoot and resolve customer issues",
"Strive to make continuous improvements"
],
"matched_skills": [
"GoLang",
"EC2",
"Docker",
"Kubernetes",
"python",
"AWS",
"SQL",
"MySQL",
"MongoDB",
"Jenkins",
"Maven",
"GIT",
"REST-style APIs",
"gRPC"
],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "Domain=Software Engineering \u2192 sub-role go-backend-developer; The JD is centered on Go-based backend and microservices development for scalable, highly available systems, with APIs, cloud, Docker/Kubernetes, and databases.",
"sub_role": {
"confidence": 0.99,
"display_name": "Go Backend Developer",
"reasoning": "The JD is explicitly centered on Golang/GoLang development, Go packages, Go idioms, and Go optimization, which clearly matches the Go backend developer child.",
"role_id": 81,
"slug": "go-backend-developer"
}
},
"stage5_updates": {
"centroid_n_after": 1082,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": null,
"new_skills_attached": [
{
"is_primary": true,
"queue_id": 16085,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "EC2",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 16086,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "Third-party libraries",
"status": "pending"
},
{
"is_primary": false,
"queue_id": 16087,
"role_display_name": "Backend Developer",
"role_slug": "backend-engineer",
"skill_name": "Docker Swarm",
"status": "pending"
}
],
"queue_entry_id": null,
"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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