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data, analytics and data science

What counts as an achievement for a data analyst on LinkedIn

An achievement for a data analyst is a decision that changed because of your work, and what it was worth.

they screen on
data volume, models in production, decisions influenced, stakeholders
the decision
They are deciding whether your analysis changed what the company did, or only described what it had done.
questions below
5

duty line

Responsible for building dashboards and supporting stakeholders with reporting.

no data volume, no decision influenced, no stakeholder count

achievement line

Built the retention model on 40m events a day that 3 product teams price against, cutting churn 9% in 2 quarters.

Same data analyst, same career. The difference is that somebody asked for the numbers.

The 5 questions that produce those numbers

These are the questions a recruiter screening data hiring managers asks on a call. Answer them on paper and your profile writes itself.

1

How much data did you work with — rows, events a day, or table count?

volume decides which data roles you are credible for

rows or events

2

What did you put into production — model, pipeline or dashboard — and who used it?

shipped and used beats analysed and filed

artefact plus users

3

What decision or metric changed because of your work, and by how much?

analysis without a consequence is not an achievement

% or currency

4

Did you make anything faster or cheaper — query time, pipeline runtime, warehouse spend?

efficiency is the number data platform teams are judged on

minutes or %

5

How many teams or stakeholders relied on what you built?

reach is how seniority is read in a data team

teams or people

Write your answer to each one down. A figure you cannot remember exactly is still better as a range than as a duty.

Why a data analyst’s profile ends up with none of these numbers in it

Analysts write about the tools and the stakeholders because the output was a chart somebody else acted on. What they decided is the achievement.

A grader cannot fix this. It can only reword the lines already on the page, and those lines are the problem — there is no data volume figure in them for it to find. The numbers were never written down, so they have to be asked for.

See which of your own lines have no result in them

Paste your profile and the audit marks every line duty or achievement, and names the unit missing from each duty line. It is free, nothing is blurred, and we do not ask for your email.

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