Things I’ve learned as a senior data analyst

Impact

  • Align the efforts of your team with the growth engine of your company.
  • Data is a standalone function at the same level as engineering, product or marketing. Not a sub function, not a ticket answering unit.
  • Data needs a seat at the decision table if you want to operate your business smartly.
  • Cultivate a culture around evidence and structured decision making. It will save you time later on to have allies understanding the importance of data, well formed hypotheses, a good testing protocol and the difference between data science and wishful thinking / confirming gut feelings.
  • Spend time making good architecture and infrastructure decisions. Interoperability, anti lock-in, maintainability, how long it takes to operate it, should be factored in, in addition of price.

Productivity

  • Say no to most things thrown at you.
  • You only got a few opportunities each year to deliver massive value / swing for the fences. The rest of the time is routine work to support others. Make sure you protect the time when you’re building.
  • Don’t fall prey of “busy-ness”. Your output doesn’t follow a normal distribution where each task adds a bit of value. It’s a power law.
  • Your company doesn’t need more dashboards. You’re better off having fewer of them but people looking at them.
  • Never lose track of the business value when working on infrastructure projects.

Knowing the industry

  • Be in a company where data is a profit center.
  • The data ecosystem is still young. Many things suck and most tools hardly work together.
  • Be in touch with your peers from other companies.
  • Some companies are profitable enough and/or poorly managed enough so that data can become a bullshit job. Spot them and avoid them.