Pipeline run
c775d524-ec51-45cd-aa64-ee585a52f414
Pipeline LLM cost (USD)
API 1: $0.0123
API 2: $0.0000
API 3: $0.0000
Total: $0.0123
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 (24)
Magento
PHP
JavaScript
jQuery
HTML
CSS
MySQL
ERP
CRM
Payment Gateways
Shipping Providers
Marketing Automation Platforms
B2B
B2C
Multi-site
Multi-country
Code Reviews
Caching
Code Profiling
Security Patches
Magento Modules
Magento Extensions
Magento Theming
Database Design
Skill cluster (0 dimension groups, role-scoped)
Show KRA description ↓
• Provide technical leadership and guidance to a team of 10+ Magento developers, fostering a collaborative and high-performing environment.
• Define and enforce backend development standards, coding conventions, and best practices within the team.
• Architect scalable and robust backend solutions for Magento 1x and 2x platforms, considering performance, security, and maintainability.
• Design and lead the implementation of complex integrations with first-party and third-party systems (e.g., ERP, CRM, payment gateways, shipping providers, marketing automation platforms).
• Make critical technical decisions regarding platform architecture, database design, and system integrations.
• Lead the development and configuration of Magento 1x and 2x e-commerce websites and applications, ensuring high-quality code and adherence to project requirements.
• Oversee advanced Magento theming and customization, ensuring seamless integration of frontend designs with backend functionalities.
• Drive the development of custom Magento modules and extensions to implement unique business logic and features.
• Ensure the platform supports B2B, B2C, multi-site, and multi-country implementations, addressing specific requirements for each.
• Lead the design and implementation of end-to-end integrations with various internal and external systems, ensuring seamless data flow and functionality.
• Troubleshoot complex integration issues and work collaboratively with other teams to identify and resolve root causes.
• Ensure the stability and reliability of all integrations.
• Identify and implement strategies for optimizing Magento backend performance, including database query optimization, caching mechanisms, and code profiling.
• Ensure the platform adheres to security best practices and implement necessary security patches and updates in a timely manner.
• Conduct code reviews to ensure code quality, security, and adherence to standards.
• Manage the workload and task assignments for the backend development team.
• Mentor and guide junior and senior developers, fostering their technical growth and expertise in Magento.
• Conduct performance evaluations and provide constructive feedback to team members.
• Collaborate with project managers and other stakeholders to define project scope, timelines, and resource requirements for backend development tasks.
• Ensure the backend development team delivers high-quality solutions within agreed-upon timelines and budgets.
• Proactively identify and mitigate potential risks and issues that may impact backend development progress.
• Oversee the maintenance of the Magento platform, including applying security patches, upgrading Magento versions, and ensuring compatibility with other systems.
• Stay up-to-date with the latest Magento features, updates, and best practices.
• Ensure the creation and maintenance of comprehensive technical documentation for backend architecture, code, integrations, and deployment processes.
Mandatory :
• 5+ years of hands-on experience in Magento (both 1x and 2x platforms).
• Strong proficiency in PHP (both frontend and backend).
• Solid understanding of JavaScript and jQuery.
• Proficient in HTML and CSS.
• Deep knowledge of MySQL and database design principles.
• Proven experience in building and configuring Magento e-commerce websites and applications.
• Advanced experience with Magento theming and customization.
• Experience in designing and leading B2B, B2C, multi-site, and multi-country, end-to-end implementations of e-commerce platforms (with Magento focus).
• Experience in building custom functionality and integrations with first- and third-party software.
• Ability to develop and maintain code for custom Magento extensions.
• Strong understanding of Magento's architecture, modules, and extension development.
• Experience with troubleshooting integration issues.
• Proven ability to apply website features and security patches effectively.
Signals
Skill
drupal-dev
0.71
Alias
backend-engineer
1.00
KRA
backend-engineer
0.60
Post-classification
Centroid—
Alias collision log—
New-role queue#57
New skills captured0
New KRA captured—
Status:
extract_from_jd_done
Created: 2026-05-27T11:48:01.351982Z
Updated: 2026-05-27T11:48:01.944757Z
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 Our esteemed client is seeking a highly experienced and technically proficient Magento Backend Lead to spearhead the development and maintenance of their robust e-commerce platform. As a Backend Lead, you will be responsible for the technical architecture, development standards, and overall quality of the Magento backend. You will lead a team of developers, drive complex integrations, and ensure the platform is scalable, secure, and performs optimally to meet the needs of their growing business. This role requires a deep understanding of Magento's architecture, strong coding skills in PHP and related technologies, and proven leadership abilities to guide a team of 10+ developers. The ideal candidate will be comfortable working in a fast-paced environment and flexible with shifts to align with the PST time zone. Responsibilities • Provide technical leadership and guidance to a team of 10+ Magento developers, fostering a collaborative and high-performing environment. • Define and enforce backend development standards, coding conventions, and best practices within the team. • Architect scalable and robust backend solutions for Magento 1x and 2x platforms, considering performance, security, and maintainability. • Design and lead the implementation of complex integrations with first-party and third-party systems (e. , ERP, CRM, payment gateways, shipping providers, marketing automation platforms). • Make critical technical decisions regarding platform architecture, database design, and system integrations. • Lead the development and configuration of Magento 1x and 2x e-commerce websites and applications, ensuring high-quality code and adherence to project requirements. • Oversee advanced Magento theming and customization, ensuring seamless integration of frontend designs with backend functionalities. • Drive the development of custom Magento modules and extensions to implement unique business logic and features. • Ensure the platform supports B2B, B2C, multi-site, and multi-country implementations, addressing specific requirements for each. • Lead the design and implementation of end-to-end integrations with various internal and external systems, ensuring seamless data flow and functionality. • Troubleshoot complex integration issues and work collaboratively with other teams to identify and resolve root causes. • Ensure the stability and reliability of all integrations. • Identify and implement strategies for optimizing Magento backend performance, including database query optimization, caching mechanisms, and code profiling. • Ensure the platform adheres to security best practices and implement necessary security patches and updates in a timely manner. • Conduct code reviews to ensure code quality, security, and adherence to standards. • Manage the workload and task assignments for the backend development team. • Mentor and guide junior and senior developers, fostering their technical growth and expertise in Magento. • Conduct performance evaluations and provide constructive feedback to team members. • Collaborate with project managers and other stakeholders to define project scope, timelines, and resource requirements for backend development tasks. • Ensure the backend development team delivers high-quality solutions within agreed-upon timelines and budgets. • Proactively identify and mitigate potential risks and issues that may impact backend development progress. • Oversee the maintenance of the Magento platform, including applying security patches, upgrading Magento versions, and ensuring compatibility with other systems. • Stay up-to-date with the latest Magento features, updates, and best practices. Documentation • Ensure the creation and maintenance of comprehensive technical documentation for backend architecture, code, integrations, and deployment processes. Technical Skills Mandatory : • 5+ years of hands-on experience in Magento (both 1x and 2x platforms). • Strong proficiency in PHP (both frontend and backend). • Solid understanding of JavaScript and jQuery. • Proficient in HTML and CSS. • Deep knowledge of MySQL and database design principles. • Proven experience in building and configuring Magento e-commerce websites and applications. • Advanced experience with Magento theming and customization. • Experience in designing and leading B2B, B2C, multi-site, and multi-country, end-to-end implementations of e-commerce platforms (with Magento focus). • Experience in building custom functionality and integrations with first- and third-party software. • Ability to develop and maintain code for custom Magento extensions. • Strong understanding of Magento's architecture, modules, and extension development. • Experience with troubleshooting integration issues. • Proven ability to apply website features and security patches effectively (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.
Magento
Primary
No API 2 row (run stopped after API 1 or history missing)
PHP
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)
jQuery
Primary
No API 2 row (run stopped after API 1 or history missing)
HTML
Primary
No API 2 row (run stopped after API 1 or history missing)
CSS
Primary
No API 2 row (run stopped after API 1 or history missing)
MySQL
Primary
No API 2 row (run stopped after API 1 or history missing)
ERP
Secondary
No API 2 row (run stopped after API 1 or history missing)
CRM
Secondary
No API 2 row (run stopped after API 1 or history missing)
Payment Gateways
Secondary
No API 2 row (run stopped after API 1 or history missing)
Shipping Providers
Secondary
No API 2 row (run stopped after API 1 or history missing)
Marketing Automation Platforms
Secondary
No API 2 row (run stopped after API 1 or history missing)
B2B
Secondary
No API 2 row (run stopped after API 1 or history missing)
B2C
Secondary
No API 2 row (run stopped after API 1 or history missing)
Multi-site
Secondary
No API 2 row (run stopped after API 1 or history missing)
Multi-country
Secondary
No API 2 row (run stopped after API 1 or history missing)
Code Reviews
Secondary
No API 2 row (run stopped after API 1 or history missing)
Caching
Secondary
No API 2 row (run stopped after API 1 or history missing)
Code Profiling
Secondary
No API 2 row (run stopped after API 1 or history missing)
Security Patches
Secondary
No API 2 row (run stopped after API 1 or history missing)
Magento Modules
Secondary
No API 2 row (run stopped after API 1 or history missing)
Magento Extensions
Secondary
No API 2 row (run stopped after API 1 or history missing)
Magento Theming
Secondary
No API 2 row (run stopped after API 1 or history missing)
Database Design
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
RoleMagento Backend Lead
CompanyOur esteemed client
Experience5+ years of hands-on experience in Magento (both 1x and 2x platforms)
DomainE-commerce
JD type
pass
Show raw JSON
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"word_count": 164
}
],
"urls": []
}
API 1 — extract-from-jd click to toggle
{
"final_skills": [
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{
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{
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},
{
"kra_text": "Defines secure engineering standards, secure coding guidelines, threat intelligence feeds, and compliance requirements for the organization.",
"sentence": "Ensure the platform adheres to security best practices and implement necessary security patches and updates in a timely manner.",
"similarity": 0.5659
},
{
"kra_text": "Defines secure engineering standards, secure coding guidelines, threat intelligence feeds, and compliance requirements for the organization.",
"sentence": "Define and enforce backend development standards, coding conventions, and best practices within the team.",
"similarity": 0.5528
}
],
"matched_count": null,
"matched_skills": null,
"role_id": 5,
"score": 0.5633,
"slug": "cybersecurity-engineer",
"total_count": null
}
],
"skill_match_roles": [
{
"display_name": "Drupal Dev",
"kra_matches": null,
"matched_count": 5,
"matched_skills": [
"CSS",
"HTML",
"JavaScript",
"PHP",
"jQuery"
],
"role_id": 228,
"score": 0.7143,
"slug": "drupal-dev",
"total_count": 7
},
{
"display_name": "Sitecore Dev",
"kra_matches": null,
"matched_count": 4,
"matched_skills": [
"CSS",
"HTML",
"JavaScript",
"jQuery"
],
"role_id": 233,
"score": 0.5714,
"slug": "sitecore-dev",
"total_count": 7
},
{
"display_name": "Fullstack Developer",
"kra_matches": null,
"matched_count": 3,
"matched_skills": [
"CSS",
"JavaScript",
"MySQL"
],
"role_id": 15,
"score": 0.4286,
"slug": "full-stack-engineer",
"total_count": 7
},
{
"display_name": "Shopify Dev",
"kra_matches": null,
"matched_count": 3,
"matched_skills": [
"CSS",
"JavaScript",
"jQuery"
],
"role_id": 230,
"score": 0.4286,
"slug": "shopify-dev",
"total_count": 7
},
{
"display_name": "Pega Developer",
"kra_matches": null,
"matched_count": 3,
"matched_skills": [
"HTML",
"JavaScript",
"jQuery"
],
"role_id": 24,
"score": 0.4286,
"slug": "pega-developer",
"total_count": 7
}
]
},
"stage4_decision": {
"alias_collision_detected": false,
"case": "D",
"chosen_role": null,
"confidence": 0.35,
"is_new_role": false,
"llm2_fired": true,
"llm2_reasoning": "The role requires deep Magento backend leadership and architecture skills, which align more with a Backend Developer than a Drupal specialist.",
"matched_dimensions": [],
"matched_kras": [],
"matched_skills": [],
"new_role_display_name": null,
"new_role_slug": null,
"queued": true,
"reasoning": "LLM2 unsure (confidence 0.35 \u003c 0.7); queueing",
"sub_role": null
},
"stage5_updates": {
"centroid_n_after": null,
"centroid_updated": false,
"collision_log_id": null,
"new_kra_attached": null,
"new_skills_attached": [],
"queue_entry_id": 57,
"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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