Pipeline run
fa8375a8-cdbf-4785-922e-e6948e927057
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 (0)
Skill cluster (0 dimension groups, role-scoped)
Status:
extract_from_jd_done
Created: 2026-05-08T08:54:20.216303Z
Updated: 2026-05-08T08:54:20.216303Z
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 – DevOps Engineer Job Title: DevOps Engineer Experience: 3–6 Years Location: Hyderabad / Remote / Hybrid About the Role We are looking for a skilled DevOps Engineer to build, automate, and maintain scalable infrastructure and deployment pipelines. The ideal candidate should have strong experience in CI/CD, cloud platforms, containerization, and monitoring systems to support high-availability applications. Key Responsibilities Design and maintain CI/CD pipelines for automated build, test, and deployment processes Manage cloud infrastructure across AWS, Azure, or GCP environments Deploy and maintain containerized applications using Docker and Kubernetes Automate infrastructure provisioning using Infrastructure as Code tools Monitor system performance, uptime, and reliability using observability tools Collaborate with development and QA teams to improve deployment efficiency Implement security best practices and access control mechanisms Troubleshoot production issues and optimize system performance Maintain backup, disaster recovery, and scaling strategies Support release management and environment configuration activities Required Skills Strong experience with Linux system administration Hands-on experience with Docker and Kubernetes Experience with CI/CD tools like Jenkins, GitHub Actions, or GitLab CI Knowledge of cloud platforms such as AWS, Azure, or GCP Experience with Terraform, Ansible, or CloudFormation Understanding of networking, DNS, load balancing, and security concepts Familiarity with monitoring tools like Prometheus, Grafana, ELK, or Datadog Scripting knowledge in Bash, Python, or Shell scripting Preferred Qualifications Bachelor’s degree in Computer Science, IT, or related field Experience working in microservices-based architectures Knowledge of container orchestration and scaling strategies Cloud or Kubernetes certifications are a plus Nice to Have Exposure to SRE practices and incident management Experience with Kafka, Redis, or message queue systems Knowledge of security scanning and DevSecOps practices Benefits Flexible working hours Health and wellness benefits Learning and certification support Internet/work-from-home allowance Paid time off and holidays Collaborative engineering culture
Library artifacts (this run)
No artifact rows for this run.
API 1 — extract-from-jd click to toggle
{
"filtered_unknown_words": [
"3\u20136",
"Actions",
"Automate",
"Bachelor",
"Benefits",
"CD",
"CI",
"Cloud",
"Code",
"Computer",
"Description",
"Design",
"ELK",
"Engineer",
"Experience",
"Exposure",
"Familiarity",
"Hands",
"Health",
"Hybrid",
"Hyderabad",
"Infrastructure",
"Internet",
"Job",
"Key",
"Knowledge",
"Learning",
"Linux",
"Location",
"Monitor",
"Preferred",
"QA",
"Qualifications",
"Remote",
"Required",
"Responsibilities",
"Role",
"SRE",
"Science",
"Scripting",
"Skills",
"Support",
"Title",
"Understanding",
"Years",
"access",
"administration",
"allowance",
"applications",
"architectures",
"availability",
"balancing",
"benefits",
"build",
"candidate",
"certification",
"certifications",
"cloud",
"concepts",
"configuration",
"container",
"control",
"culture",
"degree",
"deployment",
"development",
"disaster",
"efficiency",
"engineering",
"environment",
"environments",
"experience",
"field",
"holidays",
"home",
"hours",
"incident",
"infrastructure",
"issues",
"knowledge",
"load",
"management",
"mechanisms",
"message",
"monitoring",
"networking",
"observability",
"orchestration",
"performance",
"pipelines",
"platforms",
"practices",
"processes",
"production",
"provisioning",
"queue",
"recovery",
"release",
"scaling",
"scanning",
"scripting",
"security",
"strategies",
"support",
"system",
"systems",
"teams",
"test",
"time",
"tools",
"wellness",
"work"
],
"final_non_skills": [
"3\u20136",
"Actions",
"Automate",
"Bachelor",
"Benefits",
"Code",
"Computer",
"Description",
"Engineer",
"Experience",
"Familiarity",
"Hands",
"Health",
"Hybrid",
"Hyderabad",
"Internet",
"Job",
"Key",
"Learning",
"Location",
"Preferred",
"Qualifications",
"Remote",
"Required",
"Responsibilities",
"Role",
"Science",
"Skills",
"Support",
"Title",
"Years",
"access",
"allowance",
"candidate",
"certification",
"certifications",
"concepts",
"configuration",
"container",
"control",
"culture",
"degree",
"efficiency",
"engineering",
"field",
"holidays",
"home",
"hours",
"mechanisms",
"message",
"teams",
"time",
"wellness",
"work"
],
"final_skills": [
"Disaster Recovery",
"Redis",
"Datadog",
"Load Balancing",
"Bash",
"Ansible",
"Kubernetes",
"shell scripting",
"Microservices",
"Terraform",
"CloudFormation",
"Jenkins",
"GitLab CI",
"Python",
"Grafana",
"Docker",
"Prometheus",
"Azure",
"GitHub Actions",
"Kafka",
"AWS",
"CI",
"Cloud",
"ELK",
"Exposure",
"Infrastructure",
"Knowledge",
"Linux",
"Monitor",
"QA",
"SRE",
"Scripting",
"Understanding",
"administration",
"applications",
"architectures",
"balancing",
"build",
"deployment",
"development",
"disaster",
"environment",
"environments",
"incident",
"issues",
"load",
"management",
"monitoring",
"networking",
"observability",
"orchestration",
"performance",
"pipelines",
"platforms",
"practices",
"processes",
"production",
"provisioning",
"queue",
"recovery",
"release",
"scaling",
"scanning",
"security",
"strategies",
"system",
"systems",
"test",
"tools"
],
"initial_skills": [
"Disaster Recovery",
"Redis",
"Datadog",
"Load Balancing",
"Bash",
"Ansible",
"Kubernetes",
"shell scripting",
"Microservices",
"Terraform",
"CloudFormation",
"Jenkins",
"GitLab CI",
"Python",
"Grafana",
"Docker",
"Prometheus",
"Azure",
"GitHub Actions",
"Kafka",
"AWS"
],
"jd_role_hint": null,
"llm_non_skills": [
"3\u20136",
"Actions",
"Automate",
"Bachelor",
"Benefits",
"Code",
"Computer",
"Description",
"Engineer",
"Experience",
"Familiarity",
"Hands",
"Health",
"Hybrid",
"Hyderabad",
"Internet",
"Job",
"Key",
"Learning",
"Location",
"Preferred",
"Qualifications",
"Remote",
"Required",
"Responsibilities",
"Role",
"Science",
"Skills",
"Support",
"Title",
"Years",
"access",
"allowance",
"candidate",
"certification",
"certifications",
"concepts",
"configuration",
"container",
"control",
"culture",
"degree",
"efficiency",
"engineering",
"field",
"holidays",
"home",
"hours",
"mechanisms",
"message",
"teams",
"time",
"wellness",
"work"
],
"llm_skills": [
"CI",
"Cloud",
"ELK",
"Exposure",
"Infrastructure",
"Knowledge",
"Linux",
"Monitor",
"QA",
"SRE",
"Scripting",
"Understanding",
"administration",
"applications",
"architectures",
"balancing",
"build",
"cloud",
"deployment",
"development",
"disaster",
"environment",
"environments",
"incident",
"infrastructure",
"issues",
"knowledge",
"load",
"management",
"monitoring",
"networking",
"observability",
"orchestration",
"performance",
"pipelines",
"platforms",
"practices",
"processes",
"production",
"provisioning",
"queue",
"recovery",
"release",
"scaling",
"scanning",
"scripting",
"security",
"strategies",
"system",
"systems",
"test",
"tools"
],
"run_id": null,
"unknown_words": [
"3\u20136",
"Actions",
"Automate",
"Bachelor",
"Benefits",
"CD",
"CI",
"Cloud",
"Code",
"Computer",
"Description",
"Design",
"ELK",
"Engineer",
"Experience",
"Exposure",
"Familiarity",
"Hands",
"Health",
"Hybrid",
"Hyderabad",
"Infrastructure",
"Internet",
"Job",
"Key",
"Knowledge",
"Learning",
"Linux",
"Location",
"Monitor",
"Preferred",
"QA",
"Qualifications",
"Remote",
"Required",
"Responsibilities",
"Role",
"SRE",
"Science",
"Scripting",
"Skills",
"Support",
"Title",
"Understanding",
"Years",
"access",
"administration",
"allowance",
"applications",
"architectures",
"availability",
"balancing",
"benefits",
"build",
"candidate",
"certification",
"certifications",
"cloud",
"concepts",
"configuration",
"container",
"control",
"culture",
"degree",
"deployment",
"development",
"disaster",
"efficiency",
"engineering",
"environment",
"environments",
"experience",
"field",
"holidays",
"home",
"hours",
"incident",
"infrastructure",
"issues",
"knowledge",
"load",
"management",
"mechanisms",
"message",
"monitoring",
"networking",
"observability",
"orchestration",
"performance",
"pipelines",
"platforms",
"practices",
"processes",
"production",
"provisioning",
"queue",
"recovery",
"release",
"scaling",
"scanning",
"scripting",
"security",
"strategies",
"support",
"system",
"systems",
"teams",
"test",
"time",
"tools",
"wellness",
"work"
]
}
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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