Goal templates — Data Science and Analytics Data Scientist
Data Science and Analytics · General · 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.
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 |
|---|---|---|---|
| Analyze datasets | Consistent with this level's decision rights: "Owns implementation decisions for own scope" | ⟨target⟩ | ⟨date⟩ |
| Build predictive models | Consistent with this level's decision rights: "Owns implementation decisions for own scope" | ⟨target⟩ | ⟨date⟩ |
| Support data-driven decisions | Consistent with this level's decision rights: "Owns implementation decisions for own scope" | ⟨target⟩ | ⟨date⟩ |
| Collaborate with cross-functional teams | Consistent with this level's decision rights: "Owns implementation decisions for own scope" | ⟨target⟩ | ⟨date⟩ |
| Present findings to stakeholders | Consistent with this level's decision rights: "Owns implementation decisions for own scope" | ⟨target⟩ | ⟨date⟩ |
| Develop data-driven solutions | Consistent with this level's decision rights: "Owns implementation decisions for own scope" | ⟨target⟩ | ⟨date⟩ |
| Ensure data quality and integrity | Consistent with this level's decision rights: "Owns implementation decisions for own scope" | ⟨target⟩ | ⟨date⟩ |
| Stay updated with industry trends | Consistent with this level's decision rights: "Owns implementation decisions for own scope" | ⟨target⟩ | ⟨date⟩ |
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1. Area: Analyze datasets [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Owns implementation decisions for own scope" Target: ⟨target⟩ Due: ⟨date⟩ 2. Area: Build predictive models [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Owns implementation decisions for own scope" Target: ⟨target⟩ Due: ⟨date⟩ 3. Area: Support data-driven decisions [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Owns implementation decisions for own scope" Target: ⟨target⟩ Due: ⟨date⟩ 4. Area: Collaborate with cross-functional teams [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Owns implementation decisions for own scope" Target: ⟨target⟩ Due: ⟨date⟩ 5. Area: Present findings to stakeholders [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Owns implementation decisions for own scope" Target: ⟨target⟩ Due: ⟨date⟩ 6. Area: Develop data-driven solutions [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Owns implementation decisions for own scope" Target: ⟨target⟩ Due: ⟨date⟩ 7. Area: Ensure data quality and integrity [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Owns implementation decisions for own scope" Target: ⟨target⟩ Due: ⟨date⟩ 8. Area: Stay updated with industry trends [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Owns implementation decisions for own scope" 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.
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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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)]