Pipeline run
9722a7bc-a141-46f0-bedb-53314ab602fd
Pipeline LLM cost (USD)
API 1: $0.0118
API 2: $0.0000
API 3: $0.0000
Total: $0.0118
Client output enrichment
v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA descriptionNature of work
· Site Reliability Engineering (SRE) / DevOps
Builds automation, monitoring, alerting, and deployment tools to cut toil and improve reliability, performance, and incident response for production systems. Also triages live issues, drives postmortems, and helps teams adopt DevOps practices.
""build infrastructure automation to reduce toil""
Tech stack maturity
Mainstream Modern
The role and skills center on widely adopted engineering and DevOps practices with modern languages and cloud-era operational work, but nothing indicates cutting-edge AI-native or deeply cloud-native specialization.
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 (11)
Java
Python
Node.js
Linux
DevOps
Database
Networking
Algorithms
Data Structures
Complexity Analysis
Software Design
Skill cluster (5 dimension groups, role-scoped)
CI/CD Pipeline Platforms
DevOps
Java Language and JVM
Java
JavaScript and TypeScript
Node.js
Python Programming
Python
Cross-cutting / unaligned
Linux
Database
Networking
Algorithms
Data Structures
Complexity Analysis
Software Design
Show KRA description ↓
PayPal eSRE (embedded Site Reliability Engineering) is an engineering discipline that effectively combines continuous software development and systems engineering to build and run scalable, distributed, fault-tolerant systems. eSRE always strives to ensure that PayPal’s internal and external services have reliability and uptime appropriate to the best in class industry standards. At the core, we care about the reliability of our systems that impact our external customers. We ensure continuous improvements, while keeping an ever-watchful eye, preferably automated, on capacity and performance of our systems. PayPal eSRE is a scaleable implementation of the Devops mindset which strives to use software engineering to build and run better production systems. You will write software to optimize day to day work through better automation, monitoring, alerting, testing and deployment. Blameless postmortem analysis of live issues and ensuring the learnings address the root case pattern permanently is a topic very close to our heart. You will enable the product development teams to adopt to automated Devops mindset that you build. We work with functional teams to understand their pain points and 1. build infrastructure automation to reduce toil 2. build related monitoring and alerting tools 3. build efficiencies to reduce time to market, reduce mean time to detect and mean time to resolve 4. optimize their production environments 5. triage and trouble shoot live issues 6. help identify logging issues and bad instrumentation 7. drive to align with PayPal’s best-in-class infra 8. enable high class performance of their services Last but not the least, this role requires you to be highly proficient in communication. The roles require influencing leaders to understand the overall Devops spectrum, adopt them to the Devops culture, and scale the esre model across PayPal. Along with that, you will be expected to provide technical leadership for a small team with limited guidance from management. A strong understanding of business domain and emerging understanding of how the domain interacts with other domains would be much needed to effectively design technical solutions.
You have the desire to take PayPal to the next level. BS degree in Computer Science or related technical field involving coding (e.g., physics or mathematics), or equivalent practical experience. Minimum of 6-8 years of hands on experience in any layer of the tech stack. Expertise in multiple open source programming / scripting languages: Java, Python, Node. Expertise in modern database interactions and concepts. Strong understanding and working knowledge of networking principles: Devops operation and maintenance. Expertise using Linux command line Experience with algorithms, data structures, complexity analysis and software design. Strong debugging and problem-solving skills Self-starter with excellent communication skills. Established record working in fast paced changing environment, large scale applications across the stack, changing culture in teams and organizations and result/outcome driven environment.
Signals
Skill
full-stack-engineer
0.27
Alias
devops-engineer
1.00
KRA
devops-engineer
0.51
Post-classification
Centroidupdated · n=1
Alias collision log—
New-role queue—
New skills captured5
New KRA capturedyes
Captured for admin review
Linux
primary
↔
Site Reliability Engineer (SRE)
pending
Database
primary
↔
Site Reliability Engineer (SRE)
pending
Networking
primary
↔
Site Reliability Engineer (SRE)
pending
Complexity Analysis
primary
↔
Site Reliability Engineer (SRE)
pending
Software Design
primary
↔
Site Reliability Engineer (SRE)
pending
R&R fragment (sim 0.00)
↔
Site Reliability Engineer (SRE)
pending
PayPal eSRE (embedded Site Reliability Engineering) is an engineering discipline that effectively combines continuous software development and systems engineering to build and run scalable, distribute…
Status:
extract_from_jd_done
Created: 2026-05-27T13:55:17.760020Z
Updated: 2026-05-27T13:55:23.086172Z
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
Fueled by a fundamental belief that having access to financial services creates opportunity, PayPal (NASDAQ: PYPL) is committed to democratizing financial services and empowering people and businesses to join and thrive in the global economy. Our open digital payments platform gives PayPal’s 286 million active account holders the confidence to connect and transact in new and powerful ways, whether they are online, on a mobile device, in an app, or in person. Through a combination of technological innovation and strategic partnerships, PayPal creates better ways to manage and move money, and offers choice and flexibility when sending payments, paying or getting paid. Available in more than 200 markets around the world, the PayPal platform, including Braintree, Venmo and Xoom enables consumers and merchants to receive money in more than 100 currencies, withdraw funds in 56 currencies and hold balances in their PayPal accounts in 25 currencies. Job Description Summary: PayPal eSRE (embedded Site Reliability Engineering) is an engineering discipline that effectively combines continuous software development and systems engineering to build and run scalable, distributed, fault-tolerant systems. eSRE always strives to ensure that PayPal’s internal and external services have reliability and uptime appropriate to the best in class industry standards. At the core, we care about the reliability of our systems that impact our external customers. We ensure continuous improvements, while keeping an ever-watchful eye, preferably automated, on capacity and performance of our systems. PayPal eSRE is a scaleable implementation of the Devops mindset which strives to use software engineering to build and run better production systems. You will write software to optimize day to day work through better automation, monitoring, alerting, testing and deployment. Blameless postmortem analysis of live issues and ensuring the learnings address the root case pattern permanently is a topic very close to our heart. You will enable the product development teams to adopt to automated Devops mindset that you build. We work with functional teams to understand their pain points and 1. build infrastructure automation to reduce toil 2. build related monitoring and alerting tools 3. build efficiencies to reduce time to market, reduce mean time to detect and mean time to resolve 4. optimize their production environments 5. triage and trouble shoot live issues 6. help identify logging issues and bad instrumentation 7. drive to align with PayPal’s best-in-class infra 8. enable high class performance of their services Last but not the least, this role requires you to be highly proficient in communication. The roles require influencing leaders to understand the overall Devops spectrum, adopt them to the Devops culture, and scale the esre model across PayPal. Along with that, you will be expected to provide technical leadership for a small team with limited guidance from management. A strong understanding of business domain and emerging understanding of how the domain interacts with other domains would be much needed to effectively design technical solutions. Job Description: Requirements: You have the desire to take PayPal to the next level. BS degree in Computer Science or related technical field involving coding (e.g., physics or mathematics), or equivalent practical experience. Minimum of 6-8 years of hands on experience in any layer of the tech stack. Expertise in multiple open source programming / scripting languages: Java, Python, Node. Expertise in modern database interactions and concepts. Strong understanding and working knowledge of networking principles: Devops operation and maintenance. Expertise using Linux command line Experience with algorithms, data structures, complexity analysis and software design. Strong debugging and problem-solving skills Self-starter with excellent communication skills. Established record working in fast paced changing environment, large scale applications across the stack, changing culture in teams and organizations and result/outcome driven environment. We're a purpose-driven company whose beliefs are the foundation for how we conduct business every day. We hold ourselves to our One Team Behaviors which demand that we hold the highest ethical standards, to empower an open and diverse workplace, and strive to treat everyone who is touched by our business with dignity and respect. Our employees challenge the status quo, ask questions, and find solutions. We want to break down barriers to financial empowerment. Join us as we change the way the world defines financial freedom. PayPal provides equal employment opportunity (EEO) to all persons regardless of age, color, national origin, citizenship status, physical or mental disability, race, religion, creed, gender, sex, pregnancy, sexual orientation, gender identity and/or expression, genetic information, marital status, status with regard to public assistance, veteran status, or any other characteristic protected by federal, state or local law. In addition, PayPal will provide reasonable accommodations for qualified individuals with disabilities. We're a purpose-driven company whose beliefs are the foundation for how we conduct business every day. We hold ourselves to our One Team Behaviors which demand that we hold the highest ethical standards, to empower an open and diverse workplace, and strive to treat everyone who is touched by our business with dignity and respect. Our employees challenge the status quo, ask questions, and find solutions. We want to break down barriers to financial empowerment. Join us as we change the way the world defines financial freedom. PayPal provides equal employment opportunity (EEO) to all persons regardless of age, color, national origin, citizenship status, physical or mental disability, race, religion, creed, gender, sex, pregnancy, sexual orientation, gender identity and/or expression, genetic information, marital status, status with regard to public assistance, veteran status, or any other characteristic protected by federal, state or local law. In addition, PayPal will provide reasonable accommodations for qualified individuals with disabilities. REQ ID R0063335
Skills from this JD
Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.
Java
Primary
No API 2 row (run stopped after API 1 or history missing)
Python
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)
Linux
Primary
No API 2 row (run stopped after API 1 or history missing)
DevOps
Primary
No API 2 row (run stopped after API 1 or history missing)
Database
Primary
No API 2 row (run stopped after API 1 or history missing)
Networking
Primary
No API 2 row (run stopped after API 1 or history missing)
Algorithms
Primary
No API 2 row (run stopped after API 1 or history missing)
Data Structures
Primary
No API 2 row (run stopped after API 1 or history missing)
Complexity Analysis
Primary
No API 2 row (run stopped after API 1 or history missing)
Software Design
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
RoleeSRE Engineer
CompanyPayPal
ExperienceMinimum of 6-8 years of hands on experience in any layer of the tech stack.
DomainFinancial Services
JD type
pass
Show raw JSON
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API 1 — extract-from-jd click to toggle
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}
],
"matched_count": null,
"matched_skills": null,
"role_id": 87,
"score": 0.4459,
"slug": "scala-backend-developer",
"total_count": null
}
],
"skill_match_roles": [
{
"display_name": "Fullstack Developer",
"kra_matches": null,
"matched_count": 3,
"matched_skills": [
"Java",
"Node.js",
"Python"
],
"role_id": 15,
"score": 0.2727,
"slug": "full-stack-engineer",
"total_count": 11
},
{
"display_name": "Backend Developer",
"kra_matches": null,
"matched_count": 3,
"matched_skills": [
"Java",
"Node.js",
"Python"
],
"role_id": 1,
"score": 0.2727,
"slug": "backend-engineer",
"total_count": 11
},
{
"display_name": "Data Engineer",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"Java",
"Python"
],
"role_id": 2,
"score": 0.1818,
"slug": "data-engineer",
"total_count": 11
},
{
"display_name": "Java Backend Developer",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"Java",
"Node.js"
],
"role_id": 79,
"score": 0.1818,
"slug": "java-backend-developer",
"total_count": 11
},
{
"display_name": "Python Backend Developer",
"kra_matches": null,
"matched_count": 2,
"matched_skills": [
"Node.js",
"Python"
],
"role_id": 80,
"score": 0.1818,
"slug": "python-backend-developer",
"total_count": 11
}
]
},
"stage4_decision": {
"alias_collision_detected": false,
"case": "DOMAIN",
"chosen_role": {
"display_name": "Site Reliability Engineer (SRE)",
"kra_matches": null,
"matched_count": null,
"matched_skills": null,
"role_id": 134,
"score": 0.98,
"slug": "site-reliability-engineer-sre",
"total_count": null
},
"confidence": 0.98,
"is_new_role": false,
"llm2_fired": false,
"llm2_reasoning": null,
"matched_dimensions": [
"Site Reliability Engineering",
"Production Reliability and Uptime",
"Infrastructure Automation",
"Monitoring and Alerting",
"Incident Response and Root Cause Analysis",
"Capacity and Performance Optimization",
"DevOps Enablement",
"Technical Leadership and Cross-functional Influence"
],
"matched_kras": [
"ensure reliability and uptime",
"keep an ever-watchful eye on capacity and performance",
"write software to optimize day to day work",
"build infrastructure automation to reduce toil",
"build related monitoring and alerting tools",
"reduce mean time to detect and mean time to resolve",
"optimize their production environments",
"triage and trouble shoot live issues",
"identify logging issues and bad instrumentation",
"drive to align with PayPal\u2019s best-in-class infra"
],
"matched_skills": [
"software development",
"systems engineering",
"scalable, distributed, fault-tolerant systems",
"automation",
"monitoring",
"alerting",
"testing",
"deployment",
"blameless postmortem analysis",
"logging",
"instrumentation"
],
"new_role_display_name": null,
"new_role_slug": null,
"queued": false,
"reasoning": "Domain=DevOps \u0026 Platform \u2192 sub-role site-reliability-engineer; The JD is centered on reliability, uptime, capacity/performance, automation, incident response, postmortems, and toil reduction, which align most strongly with Site Reliability Engineer responsibilities.",
"sub_role": {
"confidence": 0.95,
"display_name": "Site Reliability Engineer",
"reasoning": "The JD is a broad eSRE role focused on reliability, monitoring, automation, incident triage, and production performance without anchoring on a narrower specialty like cloud, network, database, or capacity planning.",
"role_id": 384,
"slug": "site-reliability-engineer"
}
},
"stage5_updates": {
"centroid_n_after": 1,
"centroid_updated": true,
"collision_log_id": null,
"new_kra_attached": {
"best_kra_similarity": 0.0,
"queue_id": 281,
"r_and_r_preview": "PayPal eSRE (embedded Site Reliability Engineering) is an engineering discipline that effectively combines continuous software development and systems engineering to build and run scalable, distribute",
"role_display_name": "Site Reliability Engineer (SRE)",
"role_slug": "site-reliability-engineer-sre",
"status": "pending"
},
"new_skills_attached": [
{
"is_primary": true,
"queue_id": 5669,
"role_display_name": "Site Reliability Engineer (SRE)",
"role_slug": "site-reliability-engineer-sre",
"skill_name": "Linux",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 5670,
"role_display_name": "Site Reliability Engineer (SRE)",
"role_slug": "site-reliability-engineer-sre",
"skill_name": "Database",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 5671,
"role_display_name": "Site Reliability Engineer (SRE)",
"role_slug": "site-reliability-engineer-sre",
"skill_name": "Networking",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 5672,
"role_display_name": "Site Reliability Engineer (SRE)",
"role_slug": "site-reliability-engineer-sre",
"skill_name": "Complexity Analysis",
"status": "pending"
},
{
"is_primary": true,
"queue_id": 5673,
"role_display_name": "Site Reliability Engineer (SRE)",
"role_slug": "site-reliability-engineer-sre",
"skill_name": "Software Design",
"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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