Goal templates — Data Science and Analytics Data Analyst
Data Science and Analytics · General · P2 — Developing 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 |
|---|---|---|---|
| Data cleaning | Consistent with this level's decision rights: "Routine technical choices within guidance" | ⟨target⟩ | ⟨date⟩ |
| Trend analysis | Consistent with this level's decision rights: "Routine technical choices within guidance" | ⟨target⟩ | ⟨date⟩ |
| KPI tracking | Consistent with this level's decision rights: "Routine technical choices within guidance" | ⟨target⟩ | ⟨date⟩ |
| Generate reports and dashboards | Consistent with this level's decision rights: "Routine technical choices within guidance" | ⟨target⟩ | ⟨date⟩ |
| Provide insights to support decision-making | Consistent with this level's decision rights: "Routine technical choices within guidance" | ⟨target⟩ | ⟨date⟩ |
| Collaborate with business units | Consistent with this level's decision rights: "Routine technical choices within guidance" | ⟨target⟩ | ⟨date⟩ |
| Ensure data accuracy | Consistent with this level's decision rights: "Routine technical choices within guidance" | ⟨target⟩ | ⟨date⟩ |
| Identify data patterns | Consistent with this level's decision rights: "Routine technical choices within guidance" | ⟨target⟩ | ⟨date⟩ |
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1. Area: Data cleaning [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Routine technical choices within guidance" Target: ⟨target⟩ Due: ⟨date⟩ 2. Area: Trend analysis [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Routine technical choices within guidance" Target: ⟨target⟩ Due: ⟨date⟩ 3. Area: KPI tracking [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Routine technical choices within guidance" Target: ⟨target⟩ Due: ⟨date⟩ 4. Area: Generate reports and dashboards [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Routine technical choices within guidance" Target: ⟨target⟩ Due: ⟨date⟩ 5. Area: Provide insights to support decision-making [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Routine technical choices within guidance" Target: ⟨target⟩ Due: ⟨date⟩ 6. Area: Collaborate with business units [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Routine technical choices within guidance" Target: ⟨target⟩ Due: ⟨date⟩ 7. Area: Ensure data accuracy [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Routine technical choices within guidance" Target: ⟨target⟩ Due: ⟨date⟩ 8. Area: Identify data patterns [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Routine technical choices within guidance" 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: "Defined deliverables / small features"→ ⟨target⟩ by ⟨date⟩
- Meets the autonomy bar: "General supervision; reviewed at milestones"→ ⟨target⟩ by ⟨date⟩
- Meets the complexity bar: "Some non-routine problems; applies established patterns"→ ⟨target⟩ by ⟨date⟩
- Meets the impact bar: "Own and immediate-team deliverables"→ ⟨target⟩ by ⟨date⟩
- Meets the decision rights bar: "Routine technical choices within guidance"→ ⟨target⟩ by ⟨date⟩
- Meets the leadership bar: "May guide interns"→ ⟨target⟩ by ⟨date⟩
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Role calibration - Meets the scope bar: "Defined deliverables / small features" → ⟨target⟩ by ⟨date⟩ [source: level dimension (Scope)] - Meets the autonomy bar: "General supervision; reviewed at milestones" → ⟨target⟩ by ⟨date⟩ [source: level dimension (Autonomy)] - Meets the complexity bar: "Some non-routine problems; applies established patterns" → ⟨target⟩ by ⟨date⟩ [source: level dimension (Complexity)] - Meets the impact bar: "Own and immediate-team deliverables" → ⟨target⟩ by ⟨date⟩ [source: level dimension (Impact)] - Meets the decision rights bar: "Routine technical choices within guidance" → ⟨target⟩ by ⟨date⟩ [source: level dimension (Decision rights)] - Meets the leadership bar: "May guide interns" → ⟨target⟩ by ⟨date⟩ [source: level dimension (Leadership)]