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Pipeline run

b328ce29-5f9c-4cb4-adfd-aa7991a349b7

Pipeline LLM cost (USD)
API 1: $0.0033 API 2: $0.0002 API 3: $0.0000 Total: $0.0034

Client output enrichment

v2 Skill cluster · Nature of work · AI index · Tech stack maturity · Evidence · KRA description
SPARSE JD role baseline loaded sources · ai_index: role_baseline · nature_of_work: jd · tech_stack_maturity: jd
Nature of work · Frontend service integration
Define and document CMS roadmap/design with stakeholders, analyze user pain points, and oversee delivery quality through code/test reviews, accessibility, compatibility, and production support for “Create Once, Publish Everywhere.”
"Ensure the quality of project deliverables through code and test case reviews and oversee development activities related to projects and production support activities."
Tech stack maturity
Mainstream Modern
Web development with code-review as a primary skill typically aligns with widely adopted contemporary tooling and practices that are modern but not necessarily cloud-native or bleeding-edge.
AI index (0 = no AI use, 5 = totally AI-dependent · v2.1)
1.50 / 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 (4)
CMS Accessibility Code Review Test Case Review
Skill cluster (1 dimension groups, role-scoped)
Cross-cutting / unaligned
CMS Accessibility Code Review Test Case Review
Show KRA description ↓
Help define the product roadmap for the evolution of the CMS platform, with input from Zoetis Tech and Digital (ZTD) and business stakeholders. 10% Help the architect to create buy-in for the product vision both internally withing ZTD and with key stake holders. 10% Facilitate formal design sessions with the team and generate structured documentation that is clearly able to communicate the strategy, roadmap and design to engineers, architects, and stakeholders. 10% Collaborate with CMS users and analyze usage patterns to discover user interaction pain points. Address the pain points in product roadmap. 10% Lead and contribute projects that help us reach the vision of "Create Once, Publish Everywhere". 10% Ensure the quality of project deliverables through code and test case reviews and oversee development activities related to projects and production support activities. 10% Maintaining site compatibility, accessibility, and back-end performance and monitoring and adjusting standards periodically. 10% Provide support in technical emergency events and help resolve issues no matter when the failure occurs to minimize the business impact. 10% Review, analyze, and solution change requests to determine complexity and provide resource/cost estimates. 10% Mentor Junior developers of applications for the delivery and operational aspects of production and non-production systems. 5% Engage with agency partners and vendor platforms to syndicate product content accurately and efficiently across retailer platforms, ensuring consistency and relevance. 5%

Signals

Skill
Alias web-developer
1.00
KRA flutter-developer
0.54

Post-classification

Centroidupdated · n=27
Alias collision log
New-role queue
New skills captured3
New KRA capturedyes

Captured for admin review

CMS primary Web Developer pending
Accessibility primary Web Developer pending
Test Case Review primary Web Developer pending
R&R fragment (sim 0.00) Web Developer pending

Help define the product roadmap for the evolution of the CMS platform, with input from Zoetis Tech and Digital (ZTD) and business stakeholders. 10% Help the architect to create buy-in for the product …

Status: completed Created: 2026-05-27T15:23:16.293509Z Updated: 2026-06-12T16:31:18.554047Z API 3 duration: 2985 ms
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

Web Developer

CASE A

slug: web-developer · id: 25 · source: db

Exact alias hit on web-developer (1.0) — no other alias at this confidence; skill_top absent does not contradict

Resolution: in_db — role exists in library; skill↔dim and role↔dim links saved when applicable.

0
New skills
0
Skill↔dim saved
0
Role↔dim saved
0
Skipped

Job description

POSITION SUMMARY

Zoetis is one of the largest manufacturers of Animal Health products and providers across the full continuum of care. The Zoetis Tech and Digital (ZTD) organization is reshaping to provide premier services and solutions to a fast paced, growing business. Growth is both organic and through a steady stream of acquisitions.

Zoetis is seeking to hire a skilled Sr. Software Developer - Content Management Systems (CMS) to help with the strategy, development and support of our CMS platforms. Sr. Software Developer will primarily focus on building CMS applications, overseeing multiple projects in a multi-vendor environment. Involved in implementation and support activities, which might include fixing errors, improve performance, or upgrade interfaces. Sr. Software Developer will also be involved in directing system testing and validation procedures and working with customers or departments on technical issues or pain points including software system design and maintenance.

Sr. Software Developer, CMS is responsible for empowering the authors and marketing managers by providing tools to curate, manage and deliver content to various digital properties. In this role you will have the opportunity to develop the long-term strategic initiatives that up level the core aspects of the content management and product experience space at Zoetis and to expand our headless CMS functionality that extends the concept of content to an omni-channel strategy across our multiple web properties.

POSITION RESPONSIBILITIES
Help define the product roadmap for the evolution of the CMS platform, with input from Zoetis Tech and Digital (ZTD) and business stakeholders. 10%
Help the architect to create buy-in for the product vision both internally withing ZTD and with key stake holders. 10%
Facilitate formal design sessions with the team and generate structured documentation that is clearly able to communicate the strategy, roadmap and design to engineers, architects, and stakeholders. 10%
Collaborate with CMS users and analyze usage patterns to discover user interaction pain points. Address the pain points in product roadmap. 10%
Lead and contribute projects that help us reach the vision of "Create Once, Publish Everywhere". 10%
Ensure the quality of project deliverables through code and test case reviews and oversee development activities related to projects and production support activities. 10%
Maintaining site compatibility, accessibility, and back-end performance and monitoring and adjusting standards periodically. 10%
Provide support in technical emergency events and help resolve issues no matter when the failure occurs to minimize the business impact. 10%
Review, analyze, and solution change requests to determine complexity and provide resource/cost estimates. 10%
Mentor Junior developers of applications for the delivery and operational aspects of production and non-production systems. 5%
Engage with agency partners and vendor platforms to syndicate product content accurately and efficiently across retailer platforms, ensuring consistency and relevance. 5%

ORGANIZATIONAL RELATIONSHIPS

ZTD - Business Partner, Business stake holders, Vendors.

EDUCATION AND EXPERIENCE
* Bachelor's or master's degree in computer science or other related field or equivalent work experience in Content Management Systems (CMS) development related field.
* 5+ years of experience having Conceptual Understanding and Strong Hands-on Experience on implementation of CMS based applications like Adobe, Crownpeak, Episerver (Optimizely), Contentful, Contentstack, Drupal.
* Ability to work in a globally distributed environment.
* Good track-record of executing in a dynamic, team-based environment.
* Adept at understanding customer challenges, navigating from problem to resolution and communicating process and resolution effectively both verbally and in writing.
* Demonstrated ability to interact comfortably with all levels of management and staff.

TECHNICAL SKILLS REQUIREMENTS
* 5+ years hands on development experience with modern JavaScript frameworks like ReactJS (preferred), AngularJS, VueJS
* Minimum 2 yrs. of hands-on experience in back-end technology stack like .Net (preferred), JAVA, NextJS, ExpressJS, NodeJS.
* Familiar with REST / GraphQL
* Strategy & development experience implementing Headless CMS Capabilities.
* Experience managing multiple CMS platforms is preferred.
* Knowledge of Agile methodology and experience working in a fast-paced Scrum environment.
* Strong analytical, prioritizing, interpersonal, problem-solving, presentation skills.
* Experience with work management tools like Jira, ServiceNow is a plus.
* Experience working with a range of stakeholders on business, marketing, and editorial teams.
* Strong verbal and written communication skills.

PHYSICAL POSITION REQUIREMENTS
Flexibility to work times with at least 4 hr. overlap with US EST Time zone.

About Zoetis

At Zoetis, our purpose is to nurture the world and humankind by advancing care for animals. As a Fortune 500 company and the world leader in animal health, we discover, develop, manufacture and commercialize vaccines, medicines, diagnostics and other technologies for companion animals and livestock. We know our people drive our success. Our award-winning culture, built around our Core Beliefs, focuses on our colleagues' careers, connection and support. We offer competitive healthcare and retirement savings benefits, along with an array of benefits, policies and programs to support employee well-being in every sense, from health and financial wellness to family and lifestyle resources.



Global Job Applicant Privacy Notice

Skills from this JD

Each row merges API 1 extraction, API 2 library match / v3 orchestration (dimensions + locked dims), and API 3 persistence tags.

CMS Primary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Web Frameworks
Sub-category
general
Skill nature
PLATFORM
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED
Accessibility Primary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Concepts
Sub-category
general
Skill nature
CONCEPT
Volatility
STABLE
Typical lifespan
EVERGREEN
Version strategy
UNVERSIONED
Code Review Primary Library skill API 3: existing canonical (in_db) Existing skill (matched library)
Canonical: Code Review id=516 · code-review

Aliases — catalog

  • Code Review (CANONICAL)

Context tags (catalog)

Bitbucket GitHub GitLab PR review approval workflow branch protection code quality diff inline comments linting merge request pair programming pull request review checklist static analysis

Stored enrichment (catalog DB)

Category
SoftSkill
Sub-category
Code Review
Confidence
0.96
Version strategy
NOT_APPLICABLE

Maturity reasoning: Code review is a standard hiring-pipeline requirement in engineering JDs and is built into major platforms like GitHub/GitLab pull-request workflows, indicating broad adoption.

Skill profile (library / DB)

Skill nature
PRACTICE
Volatility
STABLE
Typical lifespan
EVERGREEN
Category id
58
Sub-category id
364
Extractable
True
Also category
False

Dimensions (API 2 worklist)

  • React Frontend Development Catalog dimension db id 96

    Library dimension (catalog)

API 3 link attempts (this skill)

Dimension Skill↔dim Role↔dim Outcome
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)
Test Case Review Primary New / orchestrated API 3: new canonical path (new) New / unmatched skill (orchestrated in API 2)

Skill enrichment (orchestrator / LLM)

No Stage 7 enrichment blob on this skill (orchestrator skipped enrichment).

Derived legacy fields
Category
Testing Tools
Sub-category
general
Skill nature
PRACTICE
Volatility
MEDIUM
Typical lifespan
MULTI_YEAR
Version strategy
UNVERSIONED

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
Code Review in_db
React Frontend Development
d_init_01
Existing dimension (library) · Role↔dimension skipped (dimension not under chosen role)

Library artifacts (this run)

Kind Detail DB id
canonical_skill_proposed CMS | type=Web Frameworks subtype=general nature=PLATFORM lifespan=MULTI_YEAR
canonical_skill_proposed Accessibility | type=Concepts subtype=general nature=CONCEPT lifespan=EVERGREEN
canonical_skill_proposed Test Case Review | type=Testing Tools subtype=general nature=PRACTICE lifespan=MULTI_YEAR
nano JD Parser — gpt-4.1-nano click to toggle
RoleSr. Software Developer - Content Management Systems (CMS)
CompanyZoetis
Experience5+ years of experience having Conceptual Understanding and Strong Hands-on Experience on implementation of CMS based applications
DomainPharmaceuticals & Life Sciences
JD type pass
Show raw JSON
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    "max": null,
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      "word_count": 295
    }
  ],
  "urls": []
}
API 1 — extract-from-jd click to toggle
{
  "final_skills": [
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      "skill_name": "CMS"
    },
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        "is_primary": true,
        "queue_id": 14037,
        "role_display_name": "Web Developer",
        "role_slug": "web-developer",
        "skill_name": "Accessibility",
        "status": "pending"
      },
      {
        "is_primary": true,
        "queue_id": 14038,
        "role_display_name": "Web Developer",
        "role_slug": "web-developer",
        "skill_name": "Test Case Review",
        "status": "pending"
      }
    ],
    "queue_entry_id": null,
    "v3_pipeline_triggered": false,
    "v3_role_slug": null,
    "v3_run_id": null
  }
}
API 2 — extract-details
{
  "alias_matches": [
    {
      "alias_persist_skipped_reason": "alias_text already exists for this canonical skill",
      "alias_persisted": false,
      "existing_alias_id": 864,
      "existing_alias_text": "Code Review",
      "input_term": "Code Review",
      "matched_canonical": {
        "category_id": 58,
        "display_name": "Code Review",
        "id": 516,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "PRACTICE",
        "slug": "code-review",
        "sub_category_id": 364,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "matched_via": "alias"
    }
  ],
  "candidate_roles": [],
  "chosen_role": {
    "display_name": "Web Developer",
    "id": 25,
    "rationale": "Exact alias hit on web-developer (1.0) \u2014 no other alias at this confidence; skill_top absent does not contradict",
    "role_archetype": null,
    "slug": "web-developer",
    "source": "db"
  },
  "dimensions": [
    {
      "dimension": {
        "difficulty_hint": "well_known",
        "display_name": "React Frontend Development",
        "id": 96,
        "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
        "slug": "d_init_01",
        "source": "db"
      },
      "input_skill": "Code Review",
      "llm_role": null,
      "roles_from_db": []
    }
  ],
  "input_final_skills": [
    "CMS",
    "Accessibility",
    "Code Review",
    "Test Case Review"
  ],
  "input_llm_skills": [
    "CMS",
    "Accessibility",
    "Code Review",
    "Test Case Review"
  ],
  "new_aliases_persisted": 0,
  "run_id": "b328ce29-5f9c-4cb4-adfd-aa7991a349b7",
  "skills_detail": [
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "CMS",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Web Frameworks",
          "skill_nature": "PLATFORM",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "cms",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Accessibility",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Concepts",
          "skill_nature": "CONCEPT",
          "sub_category": "general",
          "typical_lifespan": "EVERGREEN",
          "version_strategy": "UNVERSIONED",
          "volatility": "STABLE"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "accessibility",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [
        {
          "alias_text": "Code Review",
          "alias_type": "CANONICAL",
          "id": 864,
          "is_primary": false,
          "match_strategy": "CASE_INSENSITIVE"
        }
      ],
      "canonical": {
        "category_id": 58,
        "display_name": "Code Review",
        "id": 516,
        "is_also_category": false,
        "is_extractable": true,
        "skill_nature": "PRACTICE",
        "slug": "code-review",
        "sub_category_id": 364,
        "typical_lifespan": "EVERGREEN",
        "volatility": "STABLE"
      },
      "dimensions": [
        {
          "dimension": {
            "difficulty_hint": "well_known",
            "display_name": "React Frontend Development",
            "id": 96,
            "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
            "slug": "d_init_01",
            "source": "db"
          },
          "input_skill": "Code Review",
          "llm_role": null,
          "roles_from_db": []
        }
      ],
      "input_skill": "Code Review",
      "matched_via": "alias",
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": null,
      "source_tag": "db",
      "was_in_llm_skills": true
    },
    {
      "aliases_in_db": [],
      "canonical": null,
      "dimensions": [],
      "input_skill": "Test Case Review",
      "matched_via": null,
      "new_alias_persisted": false,
      "new_alias_text": null,
      "new_skill_meta": {
        "derived": {
          "category": "Testing Tools",
          "skill_nature": "PRACTICE",
          "sub_category": "general",
          "typical_lifespan": "MULTI_YEAR",
          "version_strategy": "UNVERSIONED",
          "volatility": "MEDIUM"
        },
        "enrichment": null,
        "keep_log": [],
        "locked_dimensions": [],
        "merge_log": [],
        "placed": null,
        "relationships": null,
        "skill_id": "test-case-review",
        "split_log": [],
        "typed": null,
        "warnings": []
      },
      "source_tag": "llm",
      "was_in_llm_skills": true
    }
  ],
  "unmatched_skills": [
    "CMS",
    "Accessibility",
    "Test Case Review"
  ]
}
API 3 — final-role-output
{
  "chosen_role": {
    "display_name": "Web Developer",
    "id": 25,
    "rationale": "Exact alias hit on web-developer (1.0) \u2014 no other alias at this confidence; skill_top absent does not contradict",
    "role_archetype": null,
    "slug": "web-developer",
    "source": "db"
  },
  "chosen_role_resolution": "in_db",
  "final_input_skills": [
    {
      "skill": "CMS",
      "tag": "new"
    },
    {
      "skill": "Accessibility",
      "tag": "new"
    },
    {
      "skill": "Code Review",
      "tag": "in_db"
    },
    {
      "skill": "Test Case Review",
      "tag": "new"
    }
  ],
  "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": 25,
        "dimension": {
          "difficulty_hint": "well_known",
          "display_name": "React Frontend Development",
          "id": 96,
          "rationale": "Building interactive web user interfaces with React.js, including component composition, state management, hooks, and rendering patterns. React.js belongs here because it is a core library for client-side UI development in modern web applications.",
          "slug": "d_init_01",
          "source": "db"
        },
        "dimension_id": 96,
        "input_skill": "Code Review",
        "llm_role": null,
        "matched_chosen_role": false,
        "outcome_line": "Existing dimension (library) \u00b7 Role\u2194dimension skipped (dimension not under chosen role)",
        "role_dimension_saved": false,
        "roles_from_db": [],
        "skill_dimension_saved": true,
        "skill_id": 516,
        "skill_tag": "in_db",
        "skipped_reason": null
      }
    ],
    "new_skills_created": 0,
    "role_dimension_saved": 0,
    "skill_dimension_saved": 0,
    "skipped": 0
  },
  "planner_output": null,
  "run_id": "b328ce29-5f9c-4cb4-adfd-aa7991a349b7"
}

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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