Goal templates — Data Science Data Analyst
Data Science · General · P1 — Entry-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 |
|---|---|---|---|
| Writing queries to pull data | Consistent with this level's decision rights: "Few independent decisions; escalates the rest" | ⟨target⟩ | ⟨date⟩ |
| Using tools to generate reports and simple visualizations | Consistent with this level's decision rights: "Few independent decisions; escalates the rest" | ⟨target⟩ | ⟨date⟩ |
| Summarizing trends or findings from datasets | Consistent with this level's decision rights: "Few independent decisions; escalates the rest" | ⟨target⟩ | ⟨date⟩ |
| Assisting in data cleaning and preparation | Consistent with this level's decision rights: "Few independent decisions; escalates the rest" | ⟨target⟩ | ⟨date⟩ |
| Collaborating with teams to understand data needs | Consistent with this level's decision rights: "Few independent decisions; escalates the rest" | ⟨target⟩ | ⟨date⟩ |
| Supporting data-driven decision-making | Consistent with this level's decision rights: "Few independent decisions; escalates the rest" | ⟨target⟩ | ⟨date⟩ |
| Documenting data processes and findings | Consistent with this level's decision rights: "Few independent decisions; escalates the rest" | ⟨target⟩ | ⟨date⟩ |
| Ensuring data accuracy and integrity | Consistent with this level's decision rights: "Few independent decisions; escalates the rest" | ⟨target⟩ | ⟨date⟩ |
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1. Area: Writing queries to pull data [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Few independent decisions; escalates the rest" Target: ⟨target⟩ Due: ⟨date⟩ 2. Area: Using tools to generate reports and simple visualizations [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Few independent decisions; escalates the rest" Target: ⟨target⟩ Due: ⟨date⟩ 3. Area: Summarizing trends or findings from datasets [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Few independent decisions; escalates the rest" Target: ⟨target⟩ Due: ⟨date⟩ 4. Area: Assisting in data cleaning and preparation [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Few independent decisions; escalates the rest" Target: ⟨target⟩ Due: ⟨date⟩ 5. Area: Collaborating with teams to understand data needs [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Few independent decisions; escalates the rest" Target: ⟨target⟩ Due: ⟨date⟩ 6. Area: Supporting data-driven decision-making [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Few independent decisions; escalates the rest" Target: ⟨target⟩ Due: ⟨date⟩ 7. Area: Documenting data processes and findings [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Few independent decisions; escalates the rest" Target: ⟨target⟩ Due: ⟨date⟩ 8. Area: Ensuring data accuracy and integrity [source: responsibility (component)] Standard: Consistent with this level's decision rights: "Few independent decisions; escalates the rest" 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: "Own tasks within a defined component"→ ⟨target⟩ by ⟨date⟩
- Meets the autonomy bar: "Close supervision; work reviewed frequently"→ ⟨target⟩ by ⟨date⟩
- Meets the complexity bar: "Routine problems with known solutions"→ ⟨target⟩ by ⟨date⟩
- Meets the impact bar: "Own deliverables"→ ⟨target⟩ by ⟨date⟩
- Meets the decision rights bar: "Few independent decisions; escalates the rest"→ ⟨target⟩ by ⟨date⟩
- Meets the leadership bar: "None — building the craft"→ ⟨target⟩ by ⟨date⟩
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Role calibration - Meets the scope bar: "Own tasks within a defined component" → ⟨target⟩ by ⟨date⟩ [source: level dimension (Scope)] - Meets the autonomy bar: "Close supervision; work reviewed frequently" → ⟨target⟩ by ⟨date⟩ [source: level dimension (Autonomy)] - Meets the complexity bar: "Routine problems with known solutions" → ⟨target⟩ by ⟨date⟩ [source: level dimension (Complexity)] - Meets the impact bar: "Own deliverables" → ⟨target⟩ by ⟨date⟩ [source: level dimension (Impact)] - Meets the decision rights bar: "Few independent decisions; escalates the rest" → ⟨target⟩ by ⟨date⟩ [source: level dimension (Decision rights)] - Meets the leadership bar: "None — building the craft" → ⟨target⟩ by ⟨date⟩ [source: level dimension (Leadership)]