Первые 90 дней аналитика в новой компании

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Зачем это знать

Первые 90 дней определяют ваш long-term trajectory в компании. Впечатление, которое создадите, отношения, которые построите — foundation.

Плохой onboarding → медленно ramp → низкий impact → questions about fit. Хороший onboarding → fast productivity → visibility → promotion opportunities.

Week 1: Absorb

Goals

  • Setup accounts, access
  • Meet team
  • Understand product

Do

  • Meet your manager: goals, expectations
  • Shadow other analysts (if possible)
  • Read company docs: product, data, engineering
  • Try product как user (sign up, explore)

Don't

  • Не ship big project
  • Не critique

Questions

  • What success looks like?
  • Who are key stakeholders?
  • What's data stack?

Week 2-4: Explore

Goals

  • Understand data
  • Meet 10+ people
  • Own first small project

Data exploration

  • Run queries на main tables
  • Understand key metrics — their definitions
  • Find quirks, gotchas
  • Document questions

People

  • Each team member: 30-min chat
  • PMs you'll support
  • Key stakeholders (marketing, sales, ops)
  • Ask про их top problems

First project

Something small: refresh dashboard, small analysis, quick metric.

Show deliverability. Built trust.

Месяц 2: Contribute

Goals

  • Support core team workflow
  • Ship meaningful analyses
  • Build relationships

Ownership

  • Own recurring reports
  • Respond к ad-hoc requests быстро
  • Fix broken dashboards

Proactive

  • Suggest improvements
  • Bring unexpected insights
  • Help стейкхолдеры

Learn

  • Business knowledge (product nuances)
  • Company-specific tools (not in your training)
  • Key OKRs

Месяц 3: Lead

Goals

  • Drive a meaningful project
  • Establish expertise area
  • Have trusted reputation

Bigger project

  • Strategic analysis
  • New dashboard stream
  • Research question

End of 90 days: should have 1-2 visible wins.

Expert area

Become go-to person for something:

  • Specific product area
  • Metric category
  • Tool/platform

Earn «trusted аналитик» label.

Feedback

Ask manager для feedback. «What should I do more? Less?»

Frameworks

30-60-90 plan

Formalize. Share с manager.

Metrics for yourself

  • Number questions from stakeholders
  • Positive feedback
  • Projects completed
  • Meetings attended

Track own progress.

Technical setup

Accounts / Access

  • Email
  • Slack / Teams
  • DWH access
  • BI tool
  • Git
  • ETL tools
  • Company-specific (Figma, Jira)

Если что-то missing на week 2 — escalate к manager. Wasting time.

Development environment

  • Python setup (pandas, SQL connector)
  • Jupyter / VS Code
  • Git configured

Documentation

  • Company docs
  • Data dictionary
  • Metric definitions
  • Previous analyses

Relationships

Manager

  • Weekly 1:1
  • Bring agenda items
  • Status update
  • Ask for feedback

Peers

  • Casual chats
  • Help when asked
  • Learn from их expertise

Stakeholders

  • Meet PMs, marketing, sales
  • Understand их needs
  • Communicate clearly

Cross-functional

  • Engineering (data eng, infra)
  • Design
  • Customer-facing teams

Broad network accelerates later.

Dangerous pitfalls

1. Silo

Head down, coding. Miss relationships.

Fix: force meetings, coffees.

2. Imposter syndrome

«Everyone smarter than me».

Fix: remember hired для reason. Ask questions.

3. Over-promise

«Can do all this». Under-deliver.

Fix: under-promise, over-deliver.

4. Under-communicate

Working hard, invisible.

Fix: regular Slack updates on progress, wins.

5. Perfection

Polish до 100% → ship after 2 months. Context lost.

Fix: ship at 80%. Iterate.

6. Ignore company culture

Unspoken rules, communication style.

Fix: observe, ask culture buddy.

Dashboards review

Inherit 10 dashboards от previous analyst. Don't touch неделя 1. But start cataloging:

  • Which used daily/weekly/never?
  • Accuracy?
  • Which to retire?

By week 8 — cleanup plan.

Quick wins

Look for:

  • Broken dashboards → fix
  • Old metric definitions → update
  • Undocumented queries → document
  • Missing SLAs → establish

Low effort, high visibility.

Не сделать revolution

«Mы делаем аналитику wrong, let's overhaul!». Very first month — bad idea.

Build credibility first → earn right to drive change.

После 90 дней

Self-assessment

  • Strong performer?
  • Building reputation?
  • Owning meaningful work?

If yes — trajectory positive. If no — talk with manager, diagnose.

Next 90 days

Bigger projects, more ownership, maybe mentoring.

Signs good onboarding

  • Manager gives more responsibility
  • Stakeholders reach к вам
  • Peers ask for advice
  • Feel confident

Signs poor

  • Still feel lost
  • Not sure what you're supposed doing
  • No stakeholder relationships
  • No completed projects

→ Talk к manager urgently.

На собесе

«How you onboard?»

Structured answer:

  • Week 1: learn, access, meet
  • Week 2-4: explore data и processes
  • Month 2: first project
  • Month 3: bigger ownership

Show plan, discipline.

Связанные темы

FAQ

Shy - как meet people?

Formal request 30 min chat. Easier structure.

No mentor?

Ask for one. Or find peer-mentor.

Feel behind?

Normal. 3-6 months — typical ramp.


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