Goal templates — Data Mesh Roles — P5

Data Mesh Roles · Data Mesh Roles · P5 — Expert 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 (P5)

Establishes and promotes data mesh architecture principles, patterns, and standards that domains across the organization consume, including federated computational governance implemented via Atlan, Unity Catalog, OPA, and OpenLineage.

Specific: Deliver: "Establishes and promotes data mesh architecture principles, patterns, and standards that domains across the organization consume, including federated computational governance implemented via Atlan, Unity Catalog, OPA, and OpenLineage."
Measurable: Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
Achievable: Scoped to this level's jfm complexity/problem-solving rubric: "Resolves strategic, intangible problems spanning the full mesh; acts independently on broad and special architecture assignments where precedent is limited."
Relevant: Advances the Data Mesh Roles · Data Mesh Roles mandate for a P5 — Expert Professional.
Time-bound: ⟨date⟩

JFM responsibility (P5)

Acts as a technical spokesperson for the data mesh approach, building influential networks across domain teams and the platform engineering organization.

Specific: Deliver: "Acts as a technical spokesperson for the data mesh approach, building influential networks across domain teams and the platform engineering organization."
Measurable: Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
Achievable: Scoped to this level's jfm complexity/problem-solving rubric: "Resolves strategic, intangible problems spanning the full mesh; acts independently on broad and special architecture assignments where precedent is limited."
Relevant: Advances the Data Mesh Roles · Data Mesh Roles mandate for a P5 — Expert Professional.
Time-bound: ⟨date⟩

JFM responsibility (P5)

Provides technical leadership and mentorship to data engineers and Product Owners on broad and special architecture assignments spanning multiple domains.

Specific: Deliver: "Provides technical leadership and mentorship to data engineers and Product Owners on broad and special architecture assignments spanning multiple domains."
Measurable: Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
Achievable: Scoped to this level's jfm complexity/problem-solving rubric: "Resolves strategic, intangible problems spanning the full mesh; acts independently on broad and special architecture assignments where precedent is limited."
Relevant: Advances the Data Mesh Roles · Data Mesh Roles mandate for a P5 — Expert Professional.
Time-bound: ⟨date⟩

JFM responsibility (P5)

Stays current on data mesh and data architecture trends and drives evaluation of strategic tooling (Databricks, Snowflake, Microsoft Fabric, Argo Workflows) for adoption across the mesh.

Specific: Deliver: "Stays current on data mesh and data architecture trends and drives evaluation of strategic tooling (Databricks, Snowflake, Microsoft Fabric, Argo Workflows) for adoption across the mesh."
Measurable: Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
Achievable: Scoped to this level's jfm complexity/problem-solving rubric: "Resolves strategic, intangible problems spanning the full mesh; acts independently on broad and special architecture assignments where precedent is limited."
Relevant: Advances the Data Mesh Roles · Data Mesh Roles mandate for a P5 — Expert Professional.
Time-bound: ⟨date⟩

JFM responsibility (P5)

Documents architecture designs, best practices, and implementation guidelines that become reference standards for the mesh.

Specific: Deliver: "Documents architecture designs, best practices, and implementation guidelines that become reference standards for the mesh."
Measurable: Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
Achievable: Scoped to this level's jfm complexity/problem-solving rubric: "Resolves strategic, intangible problems spanning the full mesh; acts independently on broad and special architecture assignments where precedent is limited."
Relevant: Advances the Data Mesh Roles · Data Mesh Roles mandate for a P5 — Expert Professional.
Time-bound: ⟨date⟩

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1. Establishes and promotes data mesh architecture principles, patterns, and standards that domains across the organization consume, including federated computational governance implemented via Atlan, Unity Catalog, OPA, and OpenLineage.  [source: JFM responsibility (P5)]
   Specific:    Deliver: "Establishes and promotes data mesh architecture principles, patterns, and standards that domains across the organization consume, including federated computational governance implemented via Atlan, Unity Catalog, OPA, and OpenLineage."
   Measurable:  Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
   Achievable:  Scoped to this level's jfm complexity/problem-solving rubric: "Resolves strategic, intangible problems spanning the full mesh; acts independently on broad and special architecture assignments where precedent is limited."
   Relevant:    Advances the Data Mesh Roles · Data Mesh Roles mandate for a P5 — Expert Professional.
   Time-bound:  ⟨date⟩

2. Acts as a technical spokesperson for the data mesh approach, building influential networks across domain teams and the platform engineering organization.  [source: JFM responsibility (P5)]
   Specific:    Deliver: "Acts as a technical spokesperson for the data mesh approach, building influential networks across domain teams and the platform engineering organization."
   Measurable:  Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
   Achievable:  Scoped to this level's jfm complexity/problem-solving rubric: "Resolves strategic, intangible problems spanning the full mesh; acts independently on broad and special architecture assignments where precedent is limited."
   Relevant:    Advances the Data Mesh Roles · Data Mesh Roles mandate for a P5 — Expert Professional.
   Time-bound:  ⟨date⟩

3. Provides technical leadership and mentorship to data engineers and Product Owners on broad and special architecture assignments spanning multiple domains.  [source: JFM responsibility (P5)]
   Specific:    Deliver: "Provides technical leadership and mentorship to data engineers and Product Owners on broad and special architecture assignments spanning multiple domains."
   Measurable:  Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
   Achievable:  Scoped to this level's jfm complexity/problem-solving rubric: "Resolves strategic, intangible problems spanning the full mesh; acts independently on broad and special architecture assignments where precedent is limited."
   Relevant:    Advances the Data Mesh Roles · Data Mesh Roles mandate for a P5 — Expert Professional.
   Time-bound:  ⟨date⟩

4. Stays current on data mesh and data architecture trends and drives evaluation of strategic tooling (Databricks, Snowflake, Microsoft Fabric, Argo Workflows) for adoption across the mesh.  [source: JFM responsibility (P5)]
   Specific:    Deliver: "Stays current on data mesh and data architecture trends and drives evaluation of strategic tooling (Databricks, Snowflake, Microsoft Fabric, Argo Workflows) for adoption across the mesh."
   Measurable:  Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
   Achievable:  Scoped to this level's jfm complexity/problem-solving rubric: "Resolves strategic, intangible problems spanning the full mesh; acts independently on broad and special architecture assignments where precedent is limited."
   Relevant:    Advances the Data Mesh Roles · Data Mesh Roles mandate for a P5 — Expert Professional.
   Time-bound:  ⟨date⟩

5. Documents architecture designs, best practices, and implementation guidelines that become reference standards for the mesh.  [source: JFM responsibility (P5)]
   Specific:    Deliver: "Documents architecture designs, best practices, and implementation guidelines that become reference standards for the mesh."
   Measurable:  Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
   Achievable:  Scoped to this level's jfm complexity/problem-solving rubric: "Resolves strategic, intangible problems spanning the full mesh; acts independently on broad and special architecture assignments where precedent is limited."
   Relevant:    Advances the Data Mesh Roles · Data Mesh Roles mandate for a P5 — Expert 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 (P5)

From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Establishes and promotes data mesh architecture principles, patterns, and standards that domains across the organization consume, including federated computational governance implemented via Atlan, Unity Catalog, OPA, and OpenLineage."
Evidence at this level's scope bar: "Multiple systems or a technical domain" — ⟨target⟩ by ⟨date⟩

JFM responsibility (P5)

Acts as a technical spokesperson for the data mesh approach, building influential networks across domain teams and the platform engineering organization.

From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Acts as a technical spokesperson for the data mesh approach, building influential networks across domain teams and the platform engineering organization."
Evidence at this level's autonomy bar: "Sets direction within the domain" — ⟨target⟩ by ⟨date⟩

JFM responsibility (P5)

Provides technical leadership and mentorship to data engineers and Product Owners on broad and special architecture assignments spanning multiple domains.

From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Provides technical leadership and mentorship to data engineers and Product Owners on broad and special architecture assignments spanning multiple domains."
Evidence at this level's complexity bar: "Novel, high-ambiguity problems; establishes the approach" — ⟨target⟩ by ⟨date⟩

JFM responsibility (P5)

Stays current on data mesh and data architecture trends and drives evaluation of strategic tooling (Databricks, Snowflake, Microsoft Fabric, Argo Workflows) for adoption across the mesh.

From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Stays current on data mesh and data architecture trends and drives evaluation of strategic tooling (Databricks, Snowflake, Microsoft Fabric, Argo Workflows) for adoption across the mesh."
Evidence at this level's impact bar: "Org / multi-team outcomes" — ⟨target⟩ by ⟨date⟩

JFM responsibility (P5)

Documents architecture designs, best practices, and implementation guidelines that become reference standards for the mesh.

From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Documents architecture designs, best practices, and implementation guidelines that become reference standards for the mesh."
Evidence at this level's decision rights bar: "Authority over a technical domain" — ⟨target⟩ by ⟨date⟩

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Objective 1: Establishes and promotes data mesh architecture principles, patterns, and standards that domains across the organization consume, including federated computational governance implemented via Atlan, Unity Catalog, OPA, and OpenLineage. [source: JFM responsibility (P5)]
KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Establishes and promotes data mesh architecture principles, patterns, and standards that domains across the organization consume, including federated computational governance implemented via Atlan, Unity Catalog, OPA, and OpenLineage."
KR2. Evidence at this level's scope bar: "Multiple systems or a technical domain" — ⟨target⟩ by ⟨date⟩

Objective 2: Acts as a technical spokesperson for the data mesh approach, building influential networks across domain teams and the platform engineering organization. [source: JFM responsibility (P5)]
KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Acts as a technical spokesperson for the data mesh approach, building influential networks across domain teams and the platform engineering organization."
KR2. Evidence at this level's autonomy bar: "Sets direction within the domain" — ⟨target⟩ by ⟨date⟩

Objective 3: Provides technical leadership and mentorship to data engineers and Product Owners on broad and special architecture assignments spanning multiple domains. [source: JFM responsibility (P5)]
KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Provides technical leadership and mentorship to data engineers and Product Owners on broad and special architecture assignments spanning multiple domains."
KR2. Evidence at this level's complexity bar: "Novel, high-ambiguity problems; establishes the approach" — ⟨target⟩ by ⟨date⟩

Objective 4: Stays current on data mesh and data architecture trends and drives evaluation of strategic tooling (Databricks, Snowflake, Microsoft Fabric, Argo Workflows) for adoption across the mesh. [source: JFM responsibility (P5)]
KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Stays current on data mesh and data architecture trends and drives evaluation of strategic tooling (Databricks, Snowflake, Microsoft Fabric, Argo Workflows) for adoption across the mesh."
KR2. Evidence at this level's impact bar: "Org / multi-team outcomes" — ⟨target⟩ by ⟨date⟩

Objective 5: Documents architecture designs, best practices, and implementation guidelines that become reference standards for the mesh. [source: JFM responsibility (P5)]
KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Documents architecture designs, best practices, and implementation guidelines that become reference standards for the mesh."
KR2. Evidence at this level's decision rights bar: "Authority over a technical domain" — ⟨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.

Area	Standard	Target	Due
Establishes and promotes data mesh architecture principles, patterns, and standards that domains across the organization consume, including federated computational governance implemented via Atlan, Unity Catalog, OPA, and OpenLineage.	Consistent with this level's jfm knowledge-application rubric: "Applies expert knowledge to author mesh-wide architecture principles, patterns, and federated computational governance standards that domains consume organization-wide."	⟨target⟩	⟨date⟩
Acts as a technical spokesperson for the data mesh approach, building influential networks across domain teams and the platform engineering organization.	Consistent with this level's jfm knowledge-application rubric: "Applies expert knowledge to author mesh-wide architecture principles, patterns, and federated computational governance standards that domains consume organization-wide."	⟨target⟩	⟨date⟩
Provides technical leadership and mentorship to data engineers and Product Owners on broad and special architecture assignments spanning multiple domains.	Consistent with this level's jfm knowledge-application rubric: "Applies expert knowledge to author mesh-wide architecture principles, patterns, and federated computational governance standards that domains consume organization-wide."	⟨target⟩	⟨date⟩
Stays current on data mesh and data architecture trends and drives evaluation of strategic tooling (Databricks, Snowflake, Microsoft Fabric, Argo Workflows) for adoption across the mesh.	Consistent with this level's jfm knowledge-application rubric: "Applies expert knowledge to author mesh-wide architecture principles, patterns, and federated computational governance standards that domains consume organization-wide."	⟨target⟩	⟨date⟩
Documents architecture designs, best practices, and implementation guidelines that become reference standards for the mesh.	Consistent with this level's jfm knowledge-application rubric: "Applies expert knowledge to author mesh-wide architecture principles, patterns, and federated computational governance standards that domains consume organization-wide."	⟨target⟩	⟨date⟩

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1. Area: Establishes and promotes data mesh architecture principles, patterns, and standards that domains across the organization consume, including federated computational governance implemented via Atlan, Unity Catalog, OPA, and OpenLineage.  [source: JFM responsibility (P5) — reused, no distinct responsibility content]
   Standard: Consistent with this level's jfm knowledge-application rubric: "Applies expert knowledge to author mesh-wide architecture principles, patterns, and federated computational governance standards that domains consume organization-wide."
   Target:   ⟨target⟩   Due: ⟨date⟩

2. Area: Acts as a technical spokesperson for the data mesh approach, building influential networks across domain teams and the platform engineering organization.  [source: JFM responsibility (P5) — reused, no distinct responsibility content]
   Standard: Consistent with this level's jfm knowledge-application rubric: "Applies expert knowledge to author mesh-wide architecture principles, patterns, and federated computational governance standards that domains consume organization-wide."
   Target:   ⟨target⟩   Due: ⟨date⟩

3. Area: Provides technical leadership and mentorship to data engineers and Product Owners on broad and special architecture assignments spanning multiple domains.  [source: JFM responsibility (P5) — reused, no distinct responsibility content]
   Standard: Consistent with this level's jfm knowledge-application rubric: "Applies expert knowledge to author mesh-wide architecture principles, patterns, and federated computational governance standards that domains consume organization-wide."
   Target:   ⟨target⟩   Due: ⟨date⟩

4. Area: Stays current on data mesh and data architecture trends and drives evaluation of strategic tooling (Databricks, Snowflake, Microsoft Fabric, Argo Workflows) for adoption across the mesh.  [source: JFM responsibility (P5) — reused, no distinct responsibility content]
   Standard: Consistent with this level's jfm knowledge-application rubric: "Applies expert knowledge to author mesh-wide architecture principles, patterns, and federated computational governance standards that domains consume organization-wide."
   Target:   ⟨target⟩   Due: ⟨date⟩

5. Area: Documents architecture designs, best practices, and implementation guidelines that become reference standards for the mesh.  [source: JFM responsibility (P5) — reused, no distinct responsibility content]
   Standard: Consistent with this level's jfm knowledge-application rubric: "Applies expert knowledge to author mesh-wide architecture principles, patterns, and federated computational governance standards that domains consume organization-wide."
   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

"Establishes and promotes data mesh architecture principles, patterns, and standards that domains across the organization consume, including federated computational governance implemented via Atlan, Unity Catalog, OPA, and OpenLineage."→ ⟨target⟩ by ⟨date⟩
"Acts as a technical spokesperson for the data mesh approach, building influential networks across domain teams and the platform engineering organization."→ ⟨target⟩ by ⟨date⟩
"Provides technical leadership and mentorship to data engineers and Product Owners on broad and special architecture assignments spanning multiple domains."→ ⟨target⟩ by ⟨date⟩
"Stays current on data mesh and data architecture trends and drives evaluation of strategic tooling (Databricks, Snowflake, Microsoft Fabric, Argo Workflows) for adoption across the mesh."→ ⟨target⟩ by ⟨date⟩
"Documents architecture designs, best practices, and implementation guidelines that become reference standards for the mesh."→ ⟨target⟩ by ⟨date⟩

Role calibration

Meets the scope bar: "Multiple systems or a technical domain"→ ⟨target⟩ by ⟨date⟩
Meets the autonomy bar: "Sets direction within the domain"→ ⟨target⟩ by ⟨date⟩
Meets the complexity bar: "Novel, high-ambiguity problems; establishes the approach"→ ⟨target⟩ by ⟨date⟩
Meets the impact bar: "Org / multi-team outcomes"→ ⟨target⟩ by ⟨date⟩
Meets the decision rights bar: "Authority over a technical domain"→ ⟨target⟩ by ⟨date⟩
Meets the leadership bar: "Leads cross-team technical initiatives"→ ⟨target⟩ by ⟨date⟩

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Internal process
  - "Establishes and promotes data mesh architecture principles, patterns, and standards that domains across the organization consume, including federated computational governance implemented via Atlan, Unity Catalog, OPA, and OpenLineage."  →  ⟨target⟩ by ⟨date⟩   [source: JFM responsibility (P5)]
  - "Acts as a technical spokesperson for the data mesh approach, building influential networks across domain teams and the platform engineering organization."  →  ⟨target⟩ by ⟨date⟩   [source: JFM responsibility (P5)]
  - "Provides technical leadership and mentorship to data engineers and Product Owners on broad and special architecture assignments spanning multiple domains."  →  ⟨target⟩ by ⟨date⟩   [source: JFM responsibility (P5)]
  - "Stays current on data mesh and data architecture trends and drives evaluation of strategic tooling (Databricks, Snowflake, Microsoft Fabric, Argo Workflows) for adoption across the mesh."  →  ⟨target⟩ by ⟨date⟩   [source: JFM responsibility (P5)]
  - "Documents architecture designs, best practices, and implementation guidelines that become reference standards for the mesh."  →  ⟨target⟩ by ⟨date⟩   [source: JFM responsibility (P5)]

Role calibration
  - Meets the scope bar: "Multiple systems or a technical domain"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Scope)]
  - Meets the autonomy bar: "Sets direction within the domain"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Autonomy)]
  - Meets the complexity bar: "Novel, high-ambiguity problems; establishes the approach"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Complexity)]
  - Meets the impact bar: "Org / multi-team outcomes"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Impact)]
  - Meets the decision rights bar: "Authority over a technical domain"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Decision rights)]
  - Meets the leadership bar: "Leads cross-team technical initiatives"  →  ⟨target⟩ by ⟨date⟩   [source: level dimension (Leadership)]