Goal templates — Data Science Lead Data Scientist / Data Science Lead
Data Science · General · 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.
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 |
|---|---|---|---|
| Overseeing the design and implementation of major data science initiatives | Consistent with this level's decision rights: "Authority over a technical domain" | ⟨target⟩ | ⟨date⟩ |
| Setting best practices for the data science team | Consistent with this level's decision rights: "Authority over a technical domain" | ⟨target⟩ | ⟨date⟩ |
| Mentoring junior data scientists | Consistent with this level's decision rights: "Authority over a technical domain" | ⟨target⟩ | ⟨date⟩ |
| Driving innovation in data science methodologies | Consistent with this level's decision rights: "Authority over a technical domain" | ⟨target⟩ | ⟨date⟩ |
| Leading cross-functional data projects | Consistent with this level's decision rights: "Authority over a technical domain" | ⟨target⟩ | ⟨date⟩ |
| Ensuring alignment with business objectives | Consistent with this level's decision rights: "Authority over a technical domain" | ⟨target⟩ | ⟨date⟩ |
| Evaluating new data technologies and tools | Consistent with this level's decision rights: "Authority over a technical domain" | ⟨target⟩ | ⟨date⟩ |
| Contributing to strategic planning | Consistent with this level's decision rights: "Authority over a technical domain" | ⟨target⟩ | ⟨date⟩ |
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1. Area: Overseeing the design and implementation of major data science initiatives [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Authority over a technical domain" Target: ⟨target⟩ Due: ⟨date⟩ 2. Area: Setting best practices for the data science team [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Authority over a technical domain" Target: ⟨target⟩ Due: ⟨date⟩ 3. Area: Mentoring junior data scientists [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Authority over a technical domain" Target: ⟨target⟩ Due: ⟨date⟩ 4. Area: Driving innovation in data science methodologies [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Authority over a technical domain" Target: ⟨target⟩ Due: ⟨date⟩ 5. Area: Leading cross-functional data projects [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Authority over a technical domain" Target: ⟨target⟩ Due: ⟨date⟩ 6. Area: Ensuring alignment with business objectives [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Authority over a technical domain" Target: ⟨target⟩ Due: ⟨date⟩ 7. Area: Evaluating new data technologies and tools [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Authority over a technical domain" Target: ⟨target⟩ Due: ⟨date⟩ 8. Area: Contributing to strategic planning [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Authority over a technical domain" 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: "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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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)]