← Data Mesh Roles — P3

Goal templates — Data Mesh Roles — P3

Data Mesh Roles · Data Mesh Roles · P3 — Mid-Level Professional

These are canon-derived frames, not advice: every line is either verbatim JobFrame canon text or a fixed template wrapping it. ⟨target⟩ / ⟨baseline⟩ / ⟨date⟩ are placeholders for the manager to fill in. Nothing here is generated by AI — rows are omitted, never invented, when the canon lacks the underlying field.

SMART goals

One row per canon core output / responsibility this level owns.

JFM responsibility (P3)

Owns a data product (or small set) end to end, including defining its vision, planning the roadmap, managing the backlog, and aligning stakeholders.

Specific
Deliver: "Owns a data product (or small set) end to end, including defining its vision, planning the roadmap, managing the backlog, and aligning stakeholders."
Measurable
Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
Achievable
Scoped to this level's jfm complexity/problem-solving rubric: "Handles diverse problems across the lifecycle of an owned product with moderate independence; evaluates trade-offs in roadmap, contract versioning, and quality."
Relevant
Advances the Data Mesh Roles · Data Mesh Roles mandate for a P3 — Mid-Level Professional.
Time-bound
⟨date⟩

JFM responsibility (P3)

Owns the pipelines and orchestration (Airflow, Dagster, Prefect) that transform domain data, applying product-management rigor and user-experience discipline.

Specific
Deliver: "Owns the pipelines and orchestration (Airflow, Dagster, Prefect) that transform domain data, applying product-management rigor and user-experience discipline."
Measurable
Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
Achievable
Scoped to this level's jfm complexity/problem-solving rubric: "Handles diverse problems across the lifecycle of an owned product with moderate independence; evaluates trade-offs in roadmap, contract versioning, and quality."
Relevant
Advances the Data Mesh Roles · Data Mesh Roles mandate for a P3 — Mid-Level Professional.
Time-bound
⟨date⟩

JFM responsibility (P3)

Turns understood domain use cases into concrete data requirements and serves them as a product with embedded tests and documentation in dbt.

Specific
Deliver: "Turns understood domain use cases into concrete data requirements and serves them as a product with embedded tests and documentation in dbt."
Measurable
Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
Achievable
Scoped to this level's jfm complexity/problem-solving rubric: "Handles diverse problems across the lifecycle of an owned product with moderate independence; evaluates trade-offs in roadmap, contract versioning, and quality."
Relevant
Advances the Data Mesh Roles · Data Mesh Roles mandate for a P3 — Mid-Level Professional.
Time-bound
⟨date⟩

JFM responsibility (P3)

Exchanges data with other domains via well-defined and versioned contracts, interfacing across domains to maintain interoperability.

Specific
Deliver: "Exchanges data with other domains via well-defined and versioned contracts, interfacing across domains to maintain interoperability."
Measurable
Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
Achievable
Scoped to this level's jfm complexity/problem-solving rubric: "Handles diverse problems across the lifecycle of an owned product with moderate independence; evaluates trade-offs in roadmap, contract versioning, and quality."
Relevant
Advances the Data Mesh Roles · Data Mesh Roles mandate for a P3 — Mid-Level Professional.
Time-bound
⟨date⟩

JFM responsibility (P3)

Ensures governance and quality requirements are met for the owned product, planning day-to-day work independently with milestone review.

Specific
Deliver: "Ensures governance and quality requirements are met for the owned product, planning day-to-day work independently with milestone review."
Measurable
Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
Achievable
Scoped to this level's jfm complexity/problem-solving rubric: "Handles diverse problems across the lifecycle of an owned product with moderate independence; evaluates trade-offs in roadmap, contract versioning, and quality."
Relevant
Advances the Data Mesh Roles · Data Mesh Roles mandate for a P3 — Mid-Level Professional.
Time-bound
⟨date⟩
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1. Owns a data product (or small set) end to end, including defining its vision, planning the roadmap, managing the backlog, and aligning stakeholders.  [source: JFM responsibility (P3)]
   Specific:    Deliver: "Owns a data product (or small set) end to end, including defining its vision, planning the roadmap, managing the backlog, and aligning stakeholders."
   Measurable:  Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
   Achievable:  Scoped to this level's jfm complexity/problem-solving rubric: "Handles diverse problems across the lifecycle of an owned product with moderate independence; evaluates trade-offs in roadmap, contract versioning, and quality."
   Relevant:    Advances the Data Mesh Roles · Data Mesh Roles mandate for a P3 — Mid-Level Professional.
   Time-bound:  ⟨date⟩

2. Owns the pipelines and orchestration (Airflow, Dagster, Prefect) that transform domain data, applying product-management rigor and user-experience discipline.  [source: JFM responsibility (P3)]
   Specific:    Deliver: "Owns the pipelines and orchestration (Airflow, Dagster, Prefect) that transform domain data, applying product-management rigor and user-experience discipline."
   Measurable:  Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
   Achievable:  Scoped to this level's jfm complexity/problem-solving rubric: "Handles diverse problems across the lifecycle of an owned product with moderate independence; evaluates trade-offs in roadmap, contract versioning, and quality."
   Relevant:    Advances the Data Mesh Roles · Data Mesh Roles mandate for a P3 — Mid-Level Professional.
   Time-bound:  ⟨date⟩

3. Turns understood domain use cases into concrete data requirements and serves them as a product with embedded tests and documentation in dbt.  [source: JFM responsibility (P3)]
   Specific:    Deliver: "Turns understood domain use cases into concrete data requirements and serves them as a product with embedded tests and documentation in dbt."
   Measurable:  Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
   Achievable:  Scoped to this level's jfm complexity/problem-solving rubric: "Handles diverse problems across the lifecycle of an owned product with moderate independence; evaluates trade-offs in roadmap, contract versioning, and quality."
   Relevant:    Advances the Data Mesh Roles · Data Mesh Roles mandate for a P3 — Mid-Level Professional.
   Time-bound:  ⟨date⟩

4. Exchanges data with other domains via well-defined and versioned contracts, interfacing across domains to maintain interoperability.  [source: JFM responsibility (P3)]
   Specific:    Deliver: "Exchanges data with other domains via well-defined and versioned contracts, interfacing across domains to maintain interoperability."
   Measurable:  Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
   Achievable:  Scoped to this level's jfm complexity/problem-solving rubric: "Handles diverse problems across the lifecycle of an owned product with moderate independence; evaluates trade-offs in roadmap, contract versioning, and quality."
   Relevant:    Advances the Data Mesh Roles · Data Mesh Roles mandate for a P3 — Mid-Level Professional.
   Time-bound:  ⟨date⟩

5. Ensures governance and quality requirements are met for the owned product, planning day-to-day work independently with milestone review.  [source: JFM responsibility (P3)]
   Specific:    Deliver: "Ensures governance and quality requirements are met for the owned product, planning day-to-day work independently with milestone review."
   Measurable:  Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
   Achievable:  Scoped to this level's jfm complexity/problem-solving rubric: "Handles diverse problems across the lifecycle of an owned product with moderate independence; evaluates trade-offs in roadmap, contract versioning, and quality."
   Relevant:    Advances the Data Mesh Roles · Data Mesh Roles mandate for a P3 — Mid-Level Professional.
   Time-bound:  ⟨date⟩

OKRs

Objectives from this level's core outputs; key results only where a real dimension or capability backs them.

JFM responsibility (P3)

Owns a data product (or small set) end to end, including defining its vision, planning the roadmap, managing the backlog, and aligning stakeholders.

  • From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Owns a data product (or small set) end to end, including defining its vision, planning the roadmap, managing the backlog, and aligning stakeholders."
  • Evidence at this level's scope bar: "Features or a sub-system end-to-end" — ⟨target⟩ by ⟨date⟩

JFM responsibility (P3)

Owns the pipelines and orchestration (Airflow, Dagster, Prefect) that transform domain data, applying product-management rigor and user-experience discipline.

  • From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Owns the pipelines and orchestration (Airflow, Dagster, Prefect) that transform domain data, applying product-management rigor and user-experience discipline."
  • Evidence at this level's autonomy bar: "Works independently on standard work; reviewed on the non-standard" — ⟨target⟩ by ⟨date⟩

JFM responsibility (P3)

Turns understood domain use cases into concrete data requirements and serves them as a product with embedded tests and documentation in dbt.

  • From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Turns understood domain use cases into concrete data requirements and serves them as a product with embedded tests and documentation in dbt."
  • Evidence at this level's complexity bar: "Diverse problems; adapts existing approaches" — ⟨target⟩ by ⟨date⟩

JFM responsibility (P3)

Exchanges data with other domains via well-defined and versioned contracts, interfacing across domains to maintain interoperability.

  • From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Exchanges data with other domains via well-defined and versioned contracts, interfacing across domains to maintain interoperability."
  • Evidence at this level's impact bar: "Project / team outcomes" — ⟨target⟩ by ⟨date⟩

JFM responsibility (P3)

Ensures governance and quality requirements are met for the owned product, planning day-to-day work independently with milestone review.

  • From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Ensures governance and quality requirements are met for the owned product, planning day-to-day work independently with milestone review."
  • Evidence at this level's decision rights bar: "Owns implementation decisions for own scope" — ⟨target⟩ by ⟨date⟩
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Objective 1: Owns a data product (or small set) end to end, including defining its vision, planning the roadmap, managing the backlog, and aligning stakeholders.  [source: JFM responsibility (P3)]
  KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Owns a data product (or small set) end to end, including defining its vision, planning the roadmap, managing the backlog, and aligning stakeholders."
  KR2. Evidence at this level's scope bar: "Features or a sub-system end-to-end" — ⟨target⟩ by ⟨date⟩

Objective 2: Owns the pipelines and orchestration (Airflow, Dagster, Prefect) that transform domain data, applying product-management rigor and user-experience discipline.  [source: JFM responsibility (P3)]
  KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Owns the pipelines and orchestration (Airflow, Dagster, Prefect) that transform domain data, applying product-management rigor and user-experience discipline."
  KR2. Evidence at this level's autonomy bar: "Works independently on standard work; reviewed on the non-standard" — ⟨target⟩ by ⟨date⟩

Objective 3: Turns understood domain use cases into concrete data requirements and serves them as a product with embedded tests and documentation in dbt.  [source: JFM responsibility (P3)]
  KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Turns understood domain use cases into concrete data requirements and serves them as a product with embedded tests and documentation in dbt."
  KR2. Evidence at this level's complexity bar: "Diverse problems; adapts existing approaches" — ⟨target⟩ by ⟨date⟩

Objective 4: Exchanges data with other domains via well-defined and versioned contracts, interfacing across domains to maintain interoperability.  [source: JFM responsibility (P3)]
  KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Exchanges data with other domains via well-defined and versioned contracts, interfacing across domains to maintain interoperability."
  KR2. Evidence at this level's impact bar: "Project / team outcomes" — ⟨target⟩ by ⟨date⟩

Objective 5: Ensures governance and quality requirements are met for the owned product, planning day-to-day work independently with milestone review.  [source: JFM responsibility (P3)]
  KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Ensures governance and quality requirements are met for the owned product, planning day-to-day work independently with milestone review."
  KR2. Evidence at this level's decision rights bar: "Owns implementation decisions for own scope" — ⟨target⟩ by ⟨date⟩

MBO areas

Key result areas from this level's responsibilities, each with a standard grounded in the canon leveling rubric where one exists.

AreaStandardTargetDue
Owns a data product (or small set) end to end, including defining its vision, planning the roadmap, managing the backlog, and aligning stakeholders.Consistent with this level's jfm knowledge-application rubric: "Applies product-management rigor and data-as-a-product discipline to own a data product end to end, evaluating identifiable factors across pipelines, contracts, and quality requirements."⟨target⟩⟨date⟩
Owns the pipelines and orchestration (Airflow, Dagster, Prefect) that transform domain data, applying product-management rigor and user-experience discipline.Consistent with this level's jfm knowledge-application rubric: "Applies product-management rigor and data-as-a-product discipline to own a data product end to end, evaluating identifiable factors across pipelines, contracts, and quality requirements."⟨target⟩⟨date⟩
Turns understood domain use cases into concrete data requirements and serves them as a product with embedded tests and documentation in dbt.Consistent with this level's jfm knowledge-application rubric: "Applies product-management rigor and data-as-a-product discipline to own a data product end to end, evaluating identifiable factors across pipelines, contracts, and quality requirements."⟨target⟩⟨date⟩
Exchanges data with other domains via well-defined and versioned contracts, interfacing across domains to maintain interoperability.Consistent with this level's jfm knowledge-application rubric: "Applies product-management rigor and data-as-a-product discipline to own a data product end to end, evaluating identifiable factors across pipelines, contracts, and quality requirements."⟨target⟩⟨date⟩
Ensures governance and quality requirements are met for the owned product, planning day-to-day work independently with milestone review.Consistent with this level's jfm knowledge-application rubric: "Applies product-management rigor and data-as-a-product discipline to own a data product end to end, evaluating identifiable factors across pipelines, contracts, and quality requirements."⟨target⟩⟨date⟩
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1. Area: Owns a data product (or small set) end to end, including defining its vision, planning the roadmap, managing the backlog, and aligning stakeholders.  [source: JFM responsibility (P3) — reused, no distinct responsibility content]
   Standard: Consistent with this level's jfm knowledge-application rubric: "Applies product-management rigor and data-as-a-product discipline to own a data product end to end, evaluating identifiable factors across pipelines, contracts, and quality requirements."
   Target:   ⟨target⟩   Due: ⟨date⟩

2. Area: Owns the pipelines and orchestration (Airflow, Dagster, Prefect) that transform domain data, applying product-management rigor and user-experience discipline.  [source: JFM responsibility (P3) — reused, no distinct responsibility content]
   Standard: Consistent with this level's jfm knowledge-application rubric: "Applies product-management rigor and data-as-a-product discipline to own a data product end to end, evaluating identifiable factors across pipelines, contracts, and quality requirements."
   Target:   ⟨target⟩   Due: ⟨date⟩

3. Area: Turns understood domain use cases into concrete data requirements and serves them as a product with embedded tests and documentation in dbt.  [source: JFM responsibility (P3) — reused, no distinct responsibility content]
   Standard: Consistent with this level's jfm knowledge-application rubric: "Applies product-management rigor and data-as-a-product discipline to own a data product end to end, evaluating identifiable factors across pipelines, contracts, and quality requirements."
   Target:   ⟨target⟩   Due: ⟨date⟩

4. Area: Exchanges data with other domains via well-defined and versioned contracts, interfacing across domains to maintain interoperability.  [source: JFM responsibility (P3) — reused, no distinct responsibility content]
   Standard: Consistent with this level's jfm knowledge-application rubric: "Applies product-management rigor and data-as-a-product discipline to own a data product end to end, evaluating identifiable factors across pipelines, contracts, and quality requirements."
   Target:   ⟨target⟩   Due: ⟨date⟩

5. Area: Ensures governance and quality requirements are met for the owned product, planning day-to-day work independently with milestone review.  [source: JFM responsibility (P3) — reused, no distinct responsibility content]
   Standard: Consistent with this level's jfm knowledge-application rubric: "Applies product-management rigor and data-as-a-product discipline to own a data product end to end, evaluating identifiable factors across pipelines, contracts, and quality requirements."
   Target:   ⟨target⟩   Due: ⟨date⟩

Scorecard

Only perspectives with real canon backing are shown — no Financial or Customer perspective, since nothing in the canon grounds business-financial or customer measures for a role alone.

Internal process

  • "Owns a data product (or small set) end to end, including defining its vision, planning the roadmap, managing the backlog, and aligning stakeholders."→ ⟨target⟩ by ⟨date⟩
  • "Owns the pipelines and orchestration (Airflow, Dagster, Prefect) that transform domain data, applying product-management rigor and user-experience discipline."→ ⟨target⟩ by ⟨date⟩
  • "Turns understood domain use cases into concrete data requirements and serves them as a product with embedded tests and documentation in dbt."→ ⟨target⟩ by ⟨date⟩
  • "Exchanges data with other domains via well-defined and versioned contracts, interfacing across domains to maintain interoperability."→ ⟨target⟩ by ⟨date⟩
  • "Ensures governance and quality requirements are met for the owned product, planning day-to-day work independently with milestone review."→ ⟨target⟩ by ⟨date⟩

Role calibration

  • Meets the scope bar: "Features or a sub-system end-to-end"→ ⟨target⟩ by ⟨date⟩
  • Meets the autonomy bar: "Works independently on standard work; reviewed on the non-standard"→ ⟨target⟩ by ⟨date⟩
  • Meets the complexity bar: "Diverse problems; adapts existing approaches"→ ⟨target⟩ by ⟨date⟩
  • Meets the impact bar: "Project / team outcomes"→ ⟨target⟩ by ⟨date⟩
  • Meets the decision rights bar: "Owns implementation decisions for own scope"→ ⟨target⟩ by ⟨date⟩
  • Meets the leadership bar: "Mentors juniors informally"→ ⟨target⟩ by ⟨date⟩
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Internal process
  - "Owns a data product (or small set) end to end, including defining its vision, planning the roadmap, managing the backlog, and aligning stakeholders."  →  ⟨target⟩ by ⟨date⟩   [source: JFM responsibility (P3)]
  - "Owns the pipelines and orchestration (Airflow, Dagster, Prefect) that transform domain data, applying product-management rigor and user-experience discipline."  →  ⟨target⟩ by ⟨date⟩   [source: JFM responsibility (P3)]
  - "Turns understood domain use cases into concrete data requirements and serves them as a product with embedded tests and documentation in dbt."  →  ⟨target⟩ by ⟨date⟩   [source: JFM responsibility (P3)]
  - "Exchanges data with other domains via well-defined and versioned contracts, interfacing across domains to maintain interoperability."  →  ⟨target⟩ by ⟨date⟩   [source: JFM responsibility (P3)]
  - "Ensures governance and quality requirements are met for the owned product, planning day-to-day work independently with milestone review."  →  ⟨target⟩ by ⟨date⟩   [source: JFM responsibility (P3)]

Role calibration
  - Meets the scope bar: "Features or a sub-system end-to-end"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Scope)]
  - Meets the autonomy bar: "Works independently on standard work; reviewed on the non-standard"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Autonomy)]
  - Meets the complexity bar: "Diverse problems; adapts existing approaches"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Complexity)]
  - Meets the impact bar: "Project / team outcomes"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Impact)]
  - Meets the decision rights bar: "Owns implementation decisions for own scope"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Decision rights)]
  - Meets the leadership bar: "Mentors juniors informally"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Leadership)]