Goal templates — Data Science — P5
Data Science & Analytics · Data Science · 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)
Acts as a driving force within the analytics organization and broader business, contributing to company objectives through strategic data science work.
- Specific
- Deliver: "Acts as a driving force within the analytics organization and broader business, contributing to company objectives through strategic data science work."
- Measurable
- Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
- Achievable
- Scoped to this level's jfm complexity/problem-solving rubric: "Resolves problems with no standard answers, acting with high independence on broad and special assignments."
- Relevant
- Advances the Data Science & Analytics · Data Science mandate for a P5 — Expert Professional.
- Time-bound
- ⟨date⟩
JFM responsibility (P5)
Consistently identifies and frames high-value data science opportunities on broad or special assignments and brings them to utilization.
- Specific
- Deliver: "Consistently identifies and frames high-value data science opportunities on broad or special assignments and brings them to utilization."
- Measurable
- Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
- Achievable
- Scoped to this level's jfm complexity/problem-solving rubric: "Resolves problems with no standard answers, acting with high independence on broad and special assignments."
- Relevant
- Advances the Data Science & Analytics · Data Science mandate for a P5 — Expert Professional.
- Time-bound
- ⟨date⟩
JFM responsibility (P5)
Works alongside C-suite executives, bridging technical, analytical, and business considerations as an internal and external spokesperson.
- Specific
- Deliver: "Works alongside C-suite executives, bridging technical, analytical, and business considerations as an internal and external spokesperson."
- Measurable
- Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
- Achievable
- Scoped to this level's jfm complexity/problem-solving rubric: "Resolves problems with no standard answers, acting with high independence on broad and special assignments."
- Relevant
- Advances the Data Science & Analytics · Data Science mandate for a P5 — Expert Professional.
- Time-bound
- ⟨date⟩
JFM responsibility (P5)
Coaches and mentors data scientists across levels on project problems and career direction; may supervise others on special tasks.
- Specific
- Deliver: "Coaches and mentors data scientists across levels on project problems and career direction; may supervise others on special tasks."
- Measurable
- Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
- Achievable
- Scoped to this level's jfm complexity/problem-solving rubric: "Resolves problems with no standard answers, acting with high independence on broad and special assignments."
- Relevant
- Advances the Data Science & Analytics · Data Science mandate for a P5 — Expert Professional.
- Time-bound
- ⟨date⟩
JFM responsibility (P5)
Sets the bar for technical excellence and resolves intangible, high-independence problems where standard answers do not exist.
- Specific
- Deliver: "Sets the bar for technical excellence and resolves intangible, high-independence problems where standard answers do not exist."
- Measurable
- Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩.
- Achievable
- Scoped to this level's jfm complexity/problem-solving rubric: "Resolves problems with no standard answers, acting with high independence on broad and special assignments."
- Relevant
- Advances the Data Science & Analytics · Data Science mandate for a P5 — Expert Professional.
- Time-bound
- ⟨date⟩
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1. Acts as a driving force within the analytics organization and broader business, contributing to company objectives through strategic data science work. [source: JFM responsibility (P5)] Specific: Deliver: "Acts as a driving force within the analytics organization and broader business, contributing to company objectives through strategic data science work." Measurable: Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩. Achievable: Scoped to this level's jfm complexity/problem-solving rubric: "Resolves problems with no standard answers, acting with high independence on broad and special assignments." Relevant: Advances the Data Science & Analytics · Data Science mandate for a P5 — Expert Professional. Time-bound: ⟨date⟩ 2. Consistently identifies and frames high-value data science opportunities on broad or special assignments and brings them to utilization. [source: JFM responsibility (P5)] Specific: Deliver: "Consistently identifies and frames high-value data science opportunities on broad or special assignments and brings them to utilization." Measurable: Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩. Achievable: Scoped to this level's jfm complexity/problem-solving rubric: "Resolves problems with no standard answers, acting with high independence on broad and special assignments." Relevant: Advances the Data Science & Analytics · Data Science mandate for a P5 — Expert Professional. Time-bound: ⟨date⟩ 3. Works alongside C-suite executives, bridging technical, analytical, and business considerations as an internal and external spokesperson. [source: JFM responsibility (P5)] Specific: Deliver: "Works alongside C-suite executives, bridging technical, analytical, and business considerations as an internal and external spokesperson." Measurable: Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩. Achievable: Scoped to this level's jfm complexity/problem-solving rubric: "Resolves problems with no standard answers, acting with high independence on broad and special assignments." Relevant: Advances the Data Science & Analytics · Data Science mandate for a P5 — Expert Professional. Time-bound: ⟨date⟩ 4. Coaches and mentors data scientists across levels on project problems and career direction; may supervise others on special tasks. [source: JFM responsibility (P5)] Specific: Deliver: "Coaches and mentors data scientists across levels on project problems and career direction; may supervise others on special tasks." Measurable: Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩. Achievable: Scoped to this level's jfm complexity/problem-solving rubric: "Resolves problems with no standard answers, acting with high independence on broad and special assignments." Relevant: Advances the Data Science & Analytics · Data Science mandate for a P5 — Expert Professional. Time-bound: ⟨date⟩ 5. Sets the bar for technical excellence and resolves intangible, high-independence problems where standard answers do not exist. [source: JFM responsibility (P5)] Specific: Deliver: "Sets the bar for technical excellence and resolves intangible, high-independence problems where standard answers do not exist." Measurable: Move the metric this drives from ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩. Achievable: Scoped to this level's jfm complexity/problem-solving rubric: "Resolves problems with no standard answers, acting with high independence on broad and special assignments." Relevant: Advances the Data Science & Analytics · Data Science 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)
Acts as a driving force within the analytics organization and broader business, contributing to company objectives through strategic data science work.
- From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Acts as a driving force within the analytics organization and broader business, contributing to company objectives through strategic data science work."
- Evidence at this level's scope bar: "Multiple systems or a technical domain" — ⟨target⟩ by ⟨date⟩
JFM responsibility (P5)
Consistently identifies and frames high-value data science opportunities on broad or special assignments and brings them to utilization.
- From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Consistently identifies and frames high-value data science opportunities on broad or special assignments and brings them to utilization."
- Evidence at this level's autonomy bar: "Sets direction within the domain" — ⟨target⟩ by ⟨date⟩
JFM responsibility (P5)
Works alongside C-suite executives, bridging technical, analytical, and business considerations as an internal and external spokesperson.
- From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Works alongside C-suite executives, bridging technical, analytical, and business considerations as an internal and external spokesperson."
- Evidence at this level's complexity bar: "Novel, high-ambiguity problems; establishes the approach" — ⟨target⟩ by ⟨date⟩
JFM responsibility (P5)
Coaches and mentors data scientists across levels on project problems and career direction; may supervise others on special tasks.
- From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Coaches and mentors data scientists across levels on project problems and career direction; may supervise others on special tasks."
- Evidence at this level's impact bar: "Org / multi-team outcomes" — ⟨target⟩ by ⟨date⟩
JFM responsibility (P5)
Sets the bar for technical excellence and resolves intangible, high-independence problems where standard answers do not exist.
- From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Sets the bar for technical excellence and resolves intangible, high-independence problems where standard answers do not exist."
- Evidence at this level's decision rights bar: "Authority over a technical domain" — ⟨target⟩ by ⟨date⟩
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Objective 1: Acts as a driving force within the analytics organization and broader business, contributing to company objectives through strategic data science work. [source: JFM responsibility (P5)] KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Acts as a driving force within the analytics organization and broader business, contributing to company objectives through strategic data science work." KR2. Evidence at this level's scope bar: "Multiple systems or a technical domain" — ⟨target⟩ by ⟨date⟩ Objective 2: Consistently identifies and frames high-value data science opportunities on broad or special assignments and brings them to utilization. [source: JFM responsibility (P5)] KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Consistently identifies and frames high-value data science opportunities on broad or special assignments and brings them to utilization." KR2. Evidence at this level's autonomy bar: "Sets direction within the domain" — ⟨target⟩ by ⟨date⟩ Objective 3: Works alongside C-suite executives, bridging technical, analytical, and business considerations as an internal and external spokesperson. [source: JFM responsibility (P5)] KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Works alongside C-suite executives, bridging technical, analytical, and business considerations as an internal and external spokesperson." KR2. Evidence at this level's complexity bar: "Novel, high-ambiguity problems; establishes the approach" — ⟨target⟩ by ⟨date⟩ Objective 4: Coaches and mentors data scientists across levels on project problems and career direction; may supervise others on special tasks. [source: JFM responsibility (P5)] KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Coaches and mentors data scientists across levels on project problems and career direction; may supervise others on special tasks." KR2. Evidence at this level's impact bar: "Org / multi-team outcomes" — ⟨target⟩ by ⟨date⟩ Objective 5: Sets the bar for technical excellence and resolves intangible, high-independence problems where standard answers do not exist. [source: JFM responsibility (P5)] KR1. From ⟨baseline⟩ to ⟨target⟩ by ⟨date⟩ — tied to: "Sets the bar for technical excellence and resolves intangible, high-independence problems where standard answers do not exist." 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 |
|---|---|---|---|
| Acts as a driving force within the analytics organization and broader business, contributing to company objectives through strategic data science work. | Consistent with this level's jfm knowledge-application rubric: "Applies extensive expertise to strategic, intangible problems contributing directly to company objectives; recognized internal authority." | ⟨target⟩ | ⟨date⟩ |
| Consistently identifies and frames high-value data science opportunities on broad or special assignments and brings them to utilization. | Consistent with this level's jfm knowledge-application rubric: "Applies extensive expertise to strategic, intangible problems contributing directly to company objectives; recognized internal authority." | ⟨target⟩ | ⟨date⟩ |
| Works alongside C-suite executives, bridging technical, analytical, and business considerations as an internal and external spokesperson. | Consistent with this level's jfm knowledge-application rubric: "Applies extensive expertise to strategic, intangible problems contributing directly to company objectives; recognized internal authority." | ⟨target⟩ | ⟨date⟩ |
| Coaches and mentors data scientists across levels on project problems and career direction; may supervise others on special tasks. | Consistent with this level's jfm knowledge-application rubric: "Applies extensive expertise to strategic, intangible problems contributing directly to company objectives; recognized internal authority." | ⟨target⟩ | ⟨date⟩ |
| Sets the bar for technical excellence and resolves intangible, high-independence problems where standard answers do not exist. | Consistent with this level's jfm knowledge-application rubric: "Applies extensive expertise to strategic, intangible problems contributing directly to company objectives; recognized internal authority." | ⟨target⟩ | ⟨date⟩ |
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1. Area: Acts as a driving force within the analytics organization and broader business, contributing to company objectives through strategic data science work. [source: JFM responsibility (P5) — reused, no distinct responsibility content] Standard: Consistent with this level's jfm knowledge-application rubric: "Applies extensive expertise to strategic, intangible problems contributing directly to company objectives; recognized internal authority." Target: ⟨target⟩ Due: ⟨date⟩ 2. Area: Consistently identifies and frames high-value data science opportunities on broad or special assignments and brings them to utilization. [source: JFM responsibility (P5) — reused, no distinct responsibility content] Standard: Consistent with this level's jfm knowledge-application rubric: "Applies extensive expertise to strategic, intangible problems contributing directly to company objectives; recognized internal authority." Target: ⟨target⟩ Due: ⟨date⟩ 3. Area: Works alongside C-suite executives, bridging technical, analytical, and business considerations as an internal and external spokesperson. [source: JFM responsibility (P5) — reused, no distinct responsibility content] Standard: Consistent with this level's jfm knowledge-application rubric: "Applies extensive expertise to strategic, intangible problems contributing directly to company objectives; recognized internal authority." Target: ⟨target⟩ Due: ⟨date⟩ 4. Area: Coaches and mentors data scientists across levels on project problems and career direction; may supervise others on special tasks. [source: JFM responsibility (P5) — reused, no distinct responsibility content] Standard: Consistent with this level's jfm knowledge-application rubric: "Applies extensive expertise to strategic, intangible problems contributing directly to company objectives; recognized internal authority." Target: ⟨target⟩ Due: ⟨date⟩ 5. Area: Sets the bar for technical excellence and resolves intangible, high-independence problems where standard answers do not exist. [source: JFM responsibility (P5) — reused, no distinct responsibility content] Standard: Consistent with this level's jfm knowledge-application rubric: "Applies extensive expertise to strategic, intangible problems contributing directly to company objectives; recognized internal authority." 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
- "Acts as a driving force within the analytics organization and broader business, contributing to company objectives through strategic data science work."→ ⟨target⟩ by ⟨date⟩
- "Consistently identifies and frames high-value data science opportunities on broad or special assignments and brings them to utilization."→ ⟨target⟩ by ⟨date⟩
- "Works alongside C-suite executives, bridging technical, analytical, and business considerations as an internal and external spokesperson."→ ⟨target⟩ by ⟨date⟩
- "Coaches and mentors data scientists across levels on project problems and career direction; may supervise others on special tasks."→ ⟨target⟩ by ⟨date⟩
- "Sets the bar for technical excellence and resolves intangible, high-independence problems where standard answers do not exist."→ ⟨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 - "Acts as a driving force within the analytics organization and broader business, contributing to company objectives through strategic data science work." → ⟨target⟩ by ⟨date⟩ [source: JFM responsibility (P5)] - "Consistently identifies and frames high-value data science opportunities on broad or special assignments and brings them to utilization." → ⟨target⟩ by ⟨date⟩ [source: JFM responsibility (P5)] - "Works alongside C-suite executives, bridging technical, analytical, and business considerations as an internal and external spokesperson." → ⟨target⟩ by ⟨date⟩ [source: JFM responsibility (P5)] - "Coaches and mentors data scientists across levels on project problems and career direction; may supervise others on special tasks." → ⟨target⟩ by ⟨date⟩ [source: JFM responsibility (P5)] - "Sets the bar for technical excellence and resolves intangible, high-independence problems where standard answers do not exist." → ⟨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)]