Goal: demonstrate you can lead a data engineering team — grow from IC to manager by developing people, process, and stakeholder skills and proving impact over 6 months.
Month-by-month plan (skills + activities + measurable signals)
1–2: People management fundamentals
- Skills: coaching, feedback, active listening, career conversations.
- Activities: run 1:1s with two peers, practice giving balanced feedback, create simple career growth templates.
- Signal: positive 1:1 notes, one documented development plan.
2–3: Delegation & execution
- Skills: task decomposition, trust-building, OKR alignment.
- Activities: delegate a non-trivial project (ETL refactor) to a junior, define success criteria, hold weekly syncs.
- Signal: project delivered on time with minimal rework; retrospective notes showing your coaching.
3–4: Hiring & interviewing
- Skills: structured interviewing, role profiling, inclusive hiring.
- Activities: write two job descriptions, run 3 panel interviews, create a skills rubric for data engineers.
- Signal: shortlist of candidates; rubric used to make a hiring recommendation.
4–5: Roadmap & stakeholder management
- Skills: prioritization, roadmap communication, stakeholder negotiation.
- Activities: draft a 6–12 month roadmap tied to business metrics (data freshness, pipeline uptime), present to product/analytics leads, incorporate feedback.
- Signal: stakeholder sign-off or agreed prioritization; baseline metrics defined.
5–6: Performance reviews & team ops
- Skills: calibration, objective setting, delivering hard conversations.
- Activities: run mock performance review with your manager, lead a team retro, implement one process (on-call rota, runbook).
- Signal: documented review templates, improved incident MTTR or pipeline SLA.
Additional ways to demonstrate readiness to leadership
- Metrics: show improvements (e.g., pipeline failure rate down X%, deployment frequency up Y%).
- Stakeholder endorsements: collect short notes from PMs/analysts praising communication and delivery.
- Shadowing: co-own one people-management task with your manager (recruiting debrief, salary calibration).
- Presentation: present your roadmap, hiring plan, and a 90-day team ramp plan to leadership.
Final deliverable for leadership: a one-page readiness packet containing your roadmap, hiring plan & rubric, two development plans, KPI baseline & targets, and endorsements. This shows tactical competence and strategic thinking.
