Pipeline run
e9441c5a-1cf4-4c23-9a72-7cc90d4df5a6
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA descriptionvocab breakdown (legacy)
Signals
1 POST /skills/extract-from-jd
2 POST /skills/extract-details
3 POST /skills/final-role-output
Cloud Architect
→Cloud Engineer
sub-role · 0.95 CASE Aslug: cloud-architect · id: 9 · source: db · sub-role slug: cloud-engineer
Multi-alias tie (3 roles at 1.0) resolved by TIER_B_TITLE: Cloud Engineer
Resolution:
in_db
— role exists in library; skill↔dim and role↔dim links saved when applicable.
Job description
This job is with Oracle, an inclusive employer and a member of myGwork – the largest global platform for the LGBTQ+ business community. Please do not contact the recruiter directly. Cloud Operations Engineer Career level: IC2 Job Description Oracle is leading the digital revolution. We are empowering nearly half a million businesses across the globe to turn untapped potential into real business value. Oracle Cloud Infrastructure (OCI) is a deep and broad platform of public cloud services that enables customers to build and run a wide range of applications in a scalable, secure, highly available, and high-performance environment. Kick-start your career with some real responsibility and an incredible learning experience working on cloud services in OCI. You will play an instrumental role in delivering the cloud experience that is changing lives across the globe. Your versatility will be your greatest asset as you turn your hand to deployment, operations and execution. You’ll have the opportunity to collaborate with the brightest minds in the industry and bring fresh insight to everything you do. Deliver fascinating, high scale services and solutions and enjoy extraordinary career growth at a company that wants to see you thrive. We are building a Global Operations team which can provide you the opportunity to build and operate a suite of massive scale, integrated cloud services in a broadly distributed, multi-tenant cloud environment. OCI is committed to providing the best in cloud services that meet the needs of our customers who are tackling some of the worlds biggest challenges. We oHer unique opportunities for smart, hands-on engineers with the expertise and passion to solve diHicult problems in distributed highly available services and virtualized infrastructure. At every level, our engineers have a significant technical and business impact operating and building innovative new systems to power our customers 'business critical applications. What You’ll Do Join a fun and flexible workplace where you’ll enhance your skills and build a solid professional foundation. As a Cloud Operations Engineer in our Global Production Services you will contribute to an exciting team working on some of the hottest cloud services such as Ksplice, Oracle Linux YUM Service, OS Management Hub, and more. As a Cloud Operations Engineer, you will use your skills to learn how to constantly deliver and improve on these tremendous cloud services. Operations work will include troubleshooting production issues and handling change management requests for upgrades, patches or modifications. When not working on operations you will be working on software engineering tasks such as review of incidents to drive improvement of services, tools or runbooks to increase our reliability, scalability and reduce operational overhead through automation, training, documentation, service enhancement, or process improvement. This position has the opportunity to leverage and learn the ins and outs of current cloud service architecture, deployment, monitoring and operational technologies. There are many useful and desirable skills which will be acquired if not already present. See below for the many cool and current technologies in play. The ideal candidate has some of the skills, but key is the motivation and ability to learn quickly as well as a passion for an excellent customer experience. Engineers Will • Improve monitoring, notifications, configuration and deployment of our services. • Perform proactive service checks and monitor/triage and address incoming system/application alerts to ensure appropriate priority and response. • Triage and troubleshoot service impacting events from multiple signals including phone, email, service telemetry and alerting. • Perform change management activities for services such as upgrades and patching. • Identify and work with engineering to implement opportunities for automation, signal noise reduction, recurring issues and other actions to reduce time to mitigate service impacting events and increase the productivity of cloud operations and development resources. • Coordinate, document and track critical incidents ensuring rapid and complete issue resolution and an appropriate closed loop to customers and other key stakeholders. • Improve the availability, scalability, latency, ease of use, and eHiciency of service control plans and operational tooling. • Modify /enhance monitoring infrastructure for the services • Participate in service capacity planning and demand forecasting, software performance analysis and system tuning • Potentially participate in regular rotations as a central part of the 24x7 operations team. We are hiring in multiple time zones to ensure 24x7 coverage in India to the USA. • Need to be reliable in terms of working scheduled hours. • Need to be motivated quick learners. Desired Skills Include • BE/BTech or ME/MTech in Computer Science, or equivalent. • 1+ years of work experience as a software, site reliability or customer support engineer • Ability to work independently and across teams to guide other engineers through technical operations • Good technical writing and communication skills. Engineers will need to be able to clearly write descriptions of operational issues and corrective actions for incidents. • Slack skills and being comfortable coordinating with others online. • Basic Linux system administration knowledge and experience • Shell scripting, at least basic things, recursive search, output redirection, etc. • Very strong analytical skills to identify problem root causes. • Systematic problem-solving approach, combined with a strong sense of ownership and drive in resolving operations issues. • Candidates will have the opportunity to develop many of the following skills. Current Possession Of Some Of These Skills Is a Bonus. • Knowledge of Linux OS internals and administration including network services, TCP/IP, NFS, SSH, NTP, bonding, vlans, tuning, systems diagnosis skills, systemd, kernel modules, user management, storage components • Experience working under pressure to mitigate customer issues aHecting service reliability, data integrity, and overall customer experience. • Monitoring, management, analysis and troubleshooting of large-scale, distributed systems. • Experience with IaaS, PaaS and SaaS architectures • Experience in building and managing virtualized and containerized systems (KVM, Containers/Docker/Kubernetes, Helm, Puppet, Chef). • Understanding and experience with Micro-services architecture, Oracle database, MySQL, Oracle WebLogic servers • Experience with cloud, development and build technologies: Python, Bash, Ansible, Terraform, Hadoop, Kafka, Solr, Redis, Git, Intellij, Jenkins and Maven • Familiarity with identity, security and encryption technologies and following security best practices. Career Level - IC2 As a member of the software engineering division, you will apply basic to intermediate knowledge of software architecture to perform software development tasks associated with developing, debugging or designing software applications or operating systems according to provided design specifications. Build enhancements within an existing software architecture and occasionally suggest improvements to the architecture. As a world leader in cloud solutions, Oracle uses tomorrow’s technology to tackle today’s problems. True innovation starts with diverse perspectives and various abilities and backgrounds. When everyone’s voice is heard, we’re inspired to go beyond what’s been done before. It’s why we’re committed to expanding our inclusive workforce that promotes diverse insights and perspectives. We’ve partnered with industry-leaders in almost every sector—and continue to thrive after 40+ years of change by operating with integrity. Oracle careers open the door to global opportunities where work-life balance flourishes. We offer a highly competitive suite of employee benefits designed on the principles of parity and consistency. We put our people first with flexible medical, life insurance and retirement options. We also encourage employees to give back to their communities through our volunteer programs. We’re committed to including people with disabilities at all stages of the employment process. If you require accessibility assistance or accommodation for a disability at any point, let us know by calling +1 888 404 2494, option one. Disclaimer Oracle is an Equal Employment Opportunity Employer*. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans’ status, or any other characteristic protected by law. Oracle will consider for employment qualified applicants with arrest and conviction records pursuant to applicable law. • Which includes being a United States Affirmative Action Employer
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Software Tools
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- FAST
- Typical lifespan
- SHORT_LIVED
- Version strategy
- VERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Software Tools
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Software Tools
- Sub-category
- general
- Skill nature
- TOOL
- Volatility
- FAST
- Typical lifespan
- SHORT_LIVED
- Version strategy
- VERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Operating Systems
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Programming Languages
- Sub-category
- general
- Skill nature
- LANGUAGE
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Communication Tools
- Sub-category
- general
- Skill nature
- PLATFORM
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Software Practices
- Sub-category
- general
- Skill nature
- PRACTICE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Aliases — catalog
- Monitoring (CANONICAL)
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Concept
- Sub-category
- Observability Monitoring
- Confidence
- 0.88
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Monitoring is a standard requirement in most SRE/DevOps job descriptions and is bundled into major platforms like AWS CloudWatch, Datadog, and Prometheus, indicating broad market adoption.
Skill profile (library / DB)
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 2
- Sub-category id
- 924
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Observability and Incident Triage Catalog dimension db id 155
Library dimension (catalog)
Roles linked in library: DevOps Engineer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Observability and Incident Triage
observability-and-incident-triage
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Aliases — catalog
- alerting (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Concept
- Sub-category
- Alerting
- Confidence
- 0.90
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Alerting is a standard SRE/DevOps requirement and appears in many JDs alongside Prometheus, Grafana, PagerDuty, and Datadog; vendors actively market alerting features rather than sunsetting them.
Skill profile (library / DB)
- Skill nature
- CONCEPT
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 2
- Sub-category id
- 3472
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Backend Observability, Logging, and Diagnostics Catalog dimension db id 388
Library dimension (catalog)
Roles linked in library: Kotlin Backend Developer, Scala Backend Developer
-
Observability and Incident Response Catalog dimension db id 10
Library dimension (catalog)
Roles linked in library: .NET Backend Developer, Backend Developer, Node.js Backend Developer, PHP Backend Developer
-
Observability and Incident Triage Catalog dimension db id 155
Library dimension (catalog)
Roles linked in library: DevOps Engineer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Backend Observability, Logging, and Diagnostics
backend-observability-logging-and-diagnostics
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Observability and Incident Response
observability-and-incident-response
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Observability and Incident Triage
observability-and-incident-triage
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Aliases — catalog
- capacity planning (CANONICAL) primary
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Methodology
- Sub-category
- Capacity Planning
- Confidence
- 0.95
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Common in SRE/infra JDs and cloud ops roles; employers routinely ask for forecasting, scaling, and resource-sizing experience, and vendors like AWS/Azure provide capacity/autoscaling guidance rather than replacing the practice.
Skill profile (library / DB)
- Skill nature
- METHODOLOGY
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 8
- Sub-category id
- 3598
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Capacity and Staffing Planning Catalog dimension db id 464
Library dimension (catalog)
Roles linked in library: Engineering Manager
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Capacity and Staffing Planning
capacity-and-staffing-planning
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Business Analysis
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Software Practices
- Sub-category
- general
- Skill nature
- PRACTICE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- System Management
- Sub-category
- general
- Skill nature
- PRACTICE
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Skill enrichment (orchestrator / LLM)
No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).
- Category
- Monitoring Tools
- Sub-category
- general
- Skill nature
- CONCEPT
- Volatility
- MEDIUM
- Typical lifespan
- MULTI_YEAR
- Version strategy
- UNVERSIONED
Aliases — catalog
- Runbooks (CANONICAL) primary
- runbooks (CANONICAL)
Context tags (catalog)
Stored enrichment (catalog DB)
- Category
- Methodology
- Sub-category
- Operational Procedure
- Confidence
- 0.84
- Version strategy
- NOT_APPLICABLE
Maturity reasoning: Common SRE/ops requirement in incident-response JDs and vendor docs (e.g., PagerDuty, Atlassian) for documented operational procedures; widely used across production teams.
Skill profile (library / DB)
- Skill nature
- METHODOLOGY
- Volatility
- STABLE
- Typical lifespan
- EVERGREEN
- Category id
- 8
- Sub-category id
- 243
- Extractable
- True
- Also category
- False
Dimensions (API 2 worklist)
-
Incident Response and Coordination Catalog dimension db id 74
Library dimension (catalog)
Roles linked in library: Cloud Security Engineer, Cyber Security Engineer
-
Observability and Operations Catalog dimension db id 143
Library dimension (catalog)
Roles linked in library: Cloud Architect
-
Operational Automation and Runbooks Catalog dimension db id 222
Library dimension (catalog)
Roles linked in library: MLOps Engineer
-
Release Documentation and Runbooks Catalog dimension db id 158
Library dimension (catalog)
Roles linked in library: DevOps Engineer
API 3 link attempts (this skill)
| Dimension | Skill↔dim | Role↔dim | Outcome |
|---|---|---|---|
|
Incident Response and Coordination
incident-response-and-coordination
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Observability and Operations
observability-and-operations
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved |
|
Operational Automation and Runbooks
operational-automation-and-runbooks
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
|
Release Documentation and Runbooks
release-documentation-and-runbooks
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
All API 3 persistence rows
Same grid as the skill-extractor “Persistence items” table: one row per (skill × dimension) work item.
| Skill | Tag | Dimension | Skill↔dim | Role↔dim | Outcome | Notes |
|---|---|---|---|---|---|---|
| Monitoring | in_db |
Observability and Incident Triage
observability-and-incident-triage
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Alerting | in_db |
Backend Observability, Logging, and Diagnostics
backend-observability-logging-and-diagnostics
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Alerting | in_db |
Observability and Incident Response
observability-and-incident-response
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Alerting | in_db |
Observability and Incident Triage
observability-and-incident-triage
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Capacity planning | in_db |
Capacity and Staffing Planning
capacity-and-staffing-planning
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Runbooks | in_db |
Incident Response and Coordination
incident-response-and-coordination
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Runbooks | in_db |
Observability and Operations
observability-and-operations
|
✓ | ✓ | Existing dimension (library) · Role↔dimension saved | |
| Runbooks | in_db |
Operational Automation and Runbooks
operational-automation-and-runbooks
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) | |
| Runbooks | in_db |
Release Documentation and Runbooks
release-documentation-and-runbooks
|
✓ | — | Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role) |
Library artifacts (this run)
| Kind | Detail | DB id |
|---|---|---|
| canonical_skill_proposed | Ksplice | type=Software Tools subtype=general nature=TOOL lifespan=SHORT_LIVED | |
| canonical_skill_proposed | Oracle Linux YUM Service | type=Software Tools subtype=general nature=TOOL lifespan=MULTI_YEAR | |
| canonical_skill_proposed | OS Management Hub | type=Software Tools subtype=general nature=TOOL lifespan=SHORT_LIVED | |
| canonical_skill_proposed | Linux | type=Operating Systems subtype=general nature=CONCEPT lifespan=EVERGREEN | |
| canonical_skill_proposed | Shell scripting | type=Programming Languages subtype=general nature=LANGUAGE lifespan=EVERGREEN | |
| canonical_skill_proposed | Slack | type=Communication Tools subtype=general nature=PLATFORM lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Automation | type=Software Practices subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Demand forecasting | type=Business Analysis subtype=general nature=CONCEPT lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Software performance analysis | type=Software Practices subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | System tuning | type=System Management subtype=general nature=PRACTICE lifespan=MULTI_YEAR | |
| canonical_skill_proposed | Service telemetry | type=Monitoring Tools subtype=general nature=CONCEPT lifespan=MULTI_YEAR |
nano JD Parser — gpt-4.1-nano click to toggle
Show raw JSON
{
"JD_type": "pass",
"about_company": {
"source_marker": {
"first_5_words": "Oracle is leading the digital",
"last_5_words": "through our volunteer programs."
},
"text": "Oracle is leading the digital revolution. We are empowering nearly half a million businesses across the globe to turn untapped potential into real business value. Oracle Cloud Infrastructure (OCI) is a deep and broad platform of public cloud services that enables customers to build and run a wide range of applications in a scalable, secure, highly available, and high-performance environment. Kick-start your career with some real responsibility and an incredible learning experience working on cloud services in OCI. You will play an instrumental role in delivering the cloud experience that is changing lives across the globe. Your versatility will be your greatest asset as you turn your hand to deployment, operations and execution. You\u2019ll have the opportunity to collaborate with the brightest minds in the industry and bring fresh insight to everything you do. Deliver fascinating, high scale services and solutions and enjoy extraordinary career growth at a company that wants to see you thrive. We are building a Global Operations team which can provide you the opportunity to build and operate a suite of massive scale, integrated cloud services in a broadly distributed, multi-tenant cloud environment. OCI is committed to providing the best in cloud services that meet the needs of our customers who are tackling some of the worlds biggest challenges. We offer a highly competitive suite of employee benefits designed on the principles of parity and consistency. We put our people first with flexible medical, life insurance and retirement options. We also encourage employees to give back to their communities through our volunteer programs.",
"word_count": 295
},
"certifications": [],
"company_name": "Oracle",
"ctc": null,
"domain": {
"primary": {
"aliases": [
"ITES",
"BPO",
"Tech Consulting"
],
"domain": "IT Services \u0026 Consulting"
},
"secondary": null
},
"education": [
{
"level": "Bachelor\u0027s",
"qualification": "BTECH/BE - Computer Science (or equivalent)",
"raw": "BE/BTech or ME/MTech in Computer Science, or equivalent.",
"requirement": "required"
}
],
"experience": {
"max": null,
"min": 1,
"raw": "1+ years of work experience as a software, site reliability or customer support engineer"
},
"job_locations": [],
"role": "Cloud Operations Engineer",
"role_aliases": [
"Cloud Engineer",
"Operations Engineer",
"Site Reliability Engineer"
],
"role_archetype": "Engineering",
"roles_and_responsibilities": [
{
"bullet_count": 0,
"heading": "What You\u2019ll Do",
"heading_was_present": true,
"source_marker": {
"first_5_words": "Join a fun and flexible",
"last_5_words": "passion for an excellent customer experience."
},
"text": "Join a fun and flexible workplace where you\u2019ll enhance your skills and build a solid professional foundation. As a Cloud Operations Engineer in our Global Production Services you will contribute to an exciting team working on some of the hottest cloud services such as Ksplice, Oracle Linux YUM Service, OS Management Hub, and more. As a Cloud Operations Engineer, you will use your skills to learn how to constantly deliver and improve on these tremendous cloud services. Operations work will include troubleshooting production issues and handling change management requests for upgrades, patches or modifications. When not working on operations you will be working on software engineering tasks such as review of incidents to drive improvement of services, tools or runbooks to increase our reliability, scalability and reduce operational overhead through automation, training, documentation, service enhancement, or process improvement. This position has the opportunity to leverage and learn the ins and outs of current cloud service architecture, deployment, monitoring and operational technologies. There are many useful and desirable skills which will be acquired if not already present. See below for the many cool and current technologies in play. The ideal candidate has some of the skills, but key is the motivation and ability to learn quickly as well as a passion for an excellent customer experience.",
"word_count": 263
},
{
"bullet_count": 12,
"heading": "Engineers Will",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 Improve monitoring, notifications, configuration",
"last_5_words": "motivated quick learners."
},
"text": "\u2022 Improve monitoring, notifications, configuration and deployment of our services.\n\u2022 Perform proactive service checks and monitor/triage and address incoming system/application alerts to ensure appropriate priority and response.\n\u2022 Triage and troubleshoot service impacting events from multiple signals including phone, email, service telemetry and alerting.\n\u2022 Perform change management activities for services such as upgrades and patching.\n\u2022 Identify and work with engineering to implement opportunities for automation, signal noise reduction, recurring issues and other actions to reduce time to mitigate service impacting events and increase the productivity of cloud operations and development resources.\n\u2022 Coordinate, document and track critical incidents ensuring rapid and complete issue resolution and an appropriate closed loop to customers and other key stakeholders.\n\u2022 Improve the availability, scalability, latency, ease of use, and efficiency of service control plans and operational tooling.\n\u2022 Modify /enhance monitoring infrastructure for the services.\n\u2022 Participate in service capacity planning and demand forecasting, software performance analysis and system tuning.\n\u2022 Potentially participate in regular rotations as a central part of the 24x7 operations team. We are hiring in multiple time zones to ensure 24x7 coverage in India to the USA.\n\u2022 Need to be reliable in terms of working scheduled hours.\n\u2022 Need to be motivated quick learners.",
"word_count": 233
},
{
"bullet_count": 10,
"heading": "Desired Skills Include",
"heading_was_present": true,
"source_marker": {
"first_5_words": "\u2022 BE/BTech or ME/MTech in",
"last_5_words": "of Some Of These Skills Is a Bonus."
},
"text": "\u2022 BE/BTech or ME/MTech in Computer Science, or equivalent.\n\u2022 1+ years of work experience as a software, site reliability or customer support engineer.\n\u2022 Ability to work independently and across teams to guide other engineers through technical operations.\n\u2022 Good technical writing and communication skills. Engineers will need to be able to clearly write descriptions of operational issues and corrective actions for incidents.\n\u2022 Slack skills and being comfortable coordinating with others online.\n\u2022 Basic Linux system administration knowledge and experience.\n\u2022 Shell scripting, at least basic things, recursive search, output redirection, etc.\n\u2022 Very strong analytical skills to identify problem root causes.\n\u2022 Systematic problem-solving approach, combined with a strong sense of ownership and drive in resolving operations issues.\n\u2022 Candidates will have the opportunity to develop many of the following skills. Current Possession Of Some Of These Skills Is a Bonus.",
"word_count": 174
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
{
"is_primary": true,
"skill_name": "Ksplice"
},
{
"is_primary": true,
"skill_name": "Oracle Linux YUM Service"
},
{
"is_primary": true,
"skill_name": "OS Management Hub"
},
{
"is_primary": true,
"skill_name": "Linux"
},
{
"is_primary": true,
"skill_name": "Shell scripting"
},
{
"is_primary": false,
"skill_name": "Slack"
},
{
"is_primary": false,
"skill_name": "Automation"
},
{
"is_primary": false,
"skill_name": "Monitoring"
},
{
"is_primary": false,
"skill_name": "Alerting"
},
{
"is_primary": false,
"skill_name": "Capacity planning"
},
{
"is_primary": false,
"skill_name": "Demand forecasting"
},
{
"is_primary": false,
"skill_name": "Software performance analysis"
},
{
"is_primary": false,
"skill_name": "System tuning"
},
{
"is_primary": false,
"skill_name": "Service telemetry"
},
{
"is_primary": false,
"skill_name": "Runbooks"
}
],
"jd_role": {
"display_name": "Cloud Operations Engineer",
"rationale": null,
"role_aliases": [
"Cloud Engineer",
"Operations Engineer",
"Site Reliability Engineer"
],
"role_archetype": "Engineering",
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]
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},
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{
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{
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},
{
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],
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{
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},
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}
]
}
],
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},
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{
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}
],
"canonical": {
"category_id": 2,
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},
"dimensions": [
{
"dimension": {
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"display_name": "Backend Observability, Logging, and Diagnostics",
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"slug": "backend-observability-logging-and-diagnostics",
"source": "db"
},
"input_skill": "Alerting",
"llm_role": null,
"roles_from_db": [
{
"display_name": "Kotlin Backend Developer",
"id": 84,
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},
{
"display_name": "Scala Backend Developer",
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"rationale": null,
"role_archetype": "Engineering",
"slug": "scala-backend-developer",
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}
]
},
{
"dimension": {
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"source": "db"
},
"input_skill": "Alerting",
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"roles_from_db": [
{
"display_name": ".NET Backend Developer",
"id": 83,
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"source": "db"
},
{
"display_name": "Backend Developer",
"id": 1,
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"slug": "backend-engineer",
"source": "db"
},
{
"display_name": "Node.js Backend Developer",
"id": 82,
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},
{
"display_name": "PHP Backend Developer",
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}
]
},
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},
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{
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}
]
}
],
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{
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],
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{
"dimension": {
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},
"input_skill": "Capacity planning",
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}
]
}
],
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},
{
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},
{
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},
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},
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},
{
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"derived": {
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},
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},
{
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{
"alias_text": "Runbooks",
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"id": 2460,
"is_primary": true,
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},
{
"alias_text": "runbooks",
"alias_type": "CANONICAL",
"id": 724,
"is_primary": false,
"match_strategy": "CASE_INSENSITIVE"
}
],
"canonical": {
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{
"dimension": {
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"slug": "incident-response-and-coordination",
"source": "db"
},
"input_skill": "Runbooks",
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"roles_from_db": [
{
"display_name": "Cloud Security Engineer",
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"slug": "cloud-security-engineer",
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},
{
"display_name": "Cyber Security Engineer",
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"rationale": null,
"role_archetype": null,
"slug": "cybersecurity-engineer",
"source": "db"
}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
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"slug": "observability-and-operations",
"source": "db"
},
"input_skill": "Runbooks",
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"roles_from_db": [
{
"display_name": "Cloud Architect",
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}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
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"rationale": "Automation patterns, runbooks, and procedures used to keep model operations repeatable and recoverable. This cluster covers the day-to-day operational glue that turns release policy into executable steps.",
"slug": "operational-automation-and-runbooks",
"source": "db"
},
"input_skill": "Runbooks",
"llm_role": null,
"roles_from_db": [
{
"display_name": "MLOps Engineer",
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}
]
},
{
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Release Documentation and Runbooks",
"id": 158,
"rationale": "Operational documents that explain how to deploy, recover, and hand off systems safely. This is a coherent dimension because DevOps work depends on repeatable procedures and clear escalation paths.",
"slug": "release-documentation-and-runbooks",
"source": "db"
},
"input_skill": "Runbooks",
"llm_role": null,
"roles_from_db": [
{
"display_name": "DevOps Engineer",
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"role_archetype": null,
"slug": "devops-engineer",
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}
]
}
],
"input_skill": "Runbooks",
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"new_skill_meta": null,
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"was_in_llm_skills": true
}
],
"unmatched_skills": [
"Ksplice",
"Oracle Linux YUM Service",
"OS Management Hub",
"Linux",
"Shell scripting",
"Slack",
"Automation",
"Demand forecasting",
"Software performance analysis",
"System tuning",
"Service telemetry"
]
}
API 3 — final-role-output
{
"chosen_role": {
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"id": 9,
"rationale": "Multi-alias tie (3 roles at 1.0) resolved by TIER_B_TITLE: Cloud Engineer",
"role_archetype": null,
"slug": "cloud-architect",
"source": "db"
},
"chosen_role_resolution": "in_db",
"final_input_skills": [
{
"skill": "Ksplice",
"tag": "new"
},
{
"skill": "Oracle Linux YUM Service",
"tag": "new"
},
{
"skill": "OS Management Hub",
"tag": "new"
},
{
"skill": "Linux",
"tag": "new"
},
{
"skill": "Shell scripting",
"tag": "new"
},
{
"skill": "Slack",
"tag": "new"
},
{
"skill": "Automation",
"tag": "new"
},
{
"skill": "Monitoring",
"tag": "in_db"
},
{
"skill": "Alerting",
"tag": "in_db"
},
{
"skill": "Capacity planning",
"tag": "in_db"
},
{
"skill": "Demand forecasting",
"tag": "new"
},
{
"skill": "Software performance analysis",
"tag": "new"
},
{
"skill": "System tuning",
"tag": "new"
},
{
"skill": "Service telemetry",
"tag": "new"
},
{
"skill": "Runbooks",
"tag": "in_db"
}
],
"llm_cost_api1_usd": null,
"llm_cost_api2_usd": null,
"llm_cost_api3_usd": null,
"llm_cost_total_usd": null,
"persistence": {
"items": [
{
"chosen_role_id": 9,
"dimension": {
"difficulty_hint": "well_known",
"display_name": "Observability and Incident Triage",
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"rationale": "Telemetry, alerting, and troubleshooting practices used to diagnose failed builds, broken deployments, and unhealthy release environments. This is a coherent cluster because delivery reliability depends on quickly identifying where the workflow failed.",
"slug": "observability-and-incident-triage",
"source": "db"
},
"dimension_id": 155,
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