◆ Data & Analytics

What an analytics consultant
really does.

19 tasks, each one witnessed by the sources that watched the job — and behind every one, a prompt you can use tonight.

19evidenced tasks
146,190in the US (2025)
$76,220median pay / year
7systems it runs on
See the 19 tasks ↓Open in the atlasThe full career map →
This is what one task looks like here
Back up network data
Back up the core network configuration and daily traffic logs from the…3 sources agree

The shape of the day

tap a movement to see its tasks

Which one is you, right now?

Pick the moment · no score, no sign-up
Which moment is you right now?
Whichever you pick, the task behind it opens below.

The work, task by task

19 tasks
Hands on the work13
Back up network data+
Back up the core network configuration and daily traffic logs from the main router and two switches to the offsite encrypted backup, verify checksums, and confirm successful retention for 90 days by close of business Thursday.
escojdonet3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Assist users with network issues+
Respond to Priya in Sales and Jamal from Support with a step-by-step remote troubleshooting checklist, reproduce their reported outage, capture diagnostic traces, and schedule a 30-minute screen session at 10am tomorrow if the issue persists.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Analyze existing network systems+
Inventory the current network topology, map device roles and firmware versions for the core, aggregation and edge devices, compare actual config to the security baseline, and flag any deviations with risk notes and remediation steps.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Help set up or repair network hardware+
Bring the replacement switch to the finance floor, verify port mappings, transfer existing VLAN and QoS settings from the failed unit, perform firmware update, and run traffic validation with two workstations before signing off.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Configure security settings and access permissions+
Configure security settings and access permissions for the analytics platform: lock down admin consoles to two named accounts, enforce MFA, set role-based access for analysts and contractors, and produce an access matrix for review by IT security by Friday noon.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Create or revise user instructions, procedures, or manuals.+
Draft or update the user procedure manual for analytics data access: include step-by-step account request, approval flow, access revocation, and compliance checkpoints, circulate the draft to legal and the data steward for comments by next Wednesday.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Run monthly network reports.+
Run the monthly network availability and throughput report for the corporate WAN, pull last month’s router and switch logs, flag any interfaces with over 2% packet loss, attach the CSV summary, and email it to Priya in operations by Tuesday morning.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Participate in disaster recovery efforts+
Join the disaster recovery runbook activation, validate the backup network paths, fail over services for email hosting and application tier, log every step and time-to-recover, then debrief with the DR lead and update the runbook with lessons within 48 hours.
jd
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Watch and assess3
Keep the record2
Work with people1

What the work runs on

named inside the evidenced tasks
4 tasksLinuxruns scripts and secure file transfer for automated backups and checksum verification
4 tasksMicrosoft Excelorganises inventory, compares configurations and highlights deviations for risk assessmentOpen its task library →
4 tasksMicrosoft Active Directoryvalidates device and port-level access policies and confirms user authentication post-replacement
3 tasksMicrosoft Outlookcoordinates communication, schedules sessions, and records responses to users
3 tasksBashruns diagnostic trace scripts and captures network traces during reproduction
3 tasksMicrosoft Officecreates and formats the central register and summary report for leadership distribution
1 taskMicrosoft Azureorchestrate failover of hosted services and validate recovery across cloud resources
Browse every evidenced software task →

The same task, four heights

this page is height one
ExecuteDo today's task, with fewer mistakesyou are here → ImproveMake it easy for the next person to acceptin the atlas → DecideWork out the right move when it is unclearin the atlas → BecomeLearn the pattern so it stops coming backin the atlas →

Can AI actually do this job?

the honest answer

It can

where it genuinely helps
  • Explain the theory behind the work
  • Draft, tidy and structure your writing
  • Rehearse a hard conversation before you have it
  • Build a study plan that fits your gaps

It cannot

where it stops, completely
  • Be in the room where an analytics consultant actually works
  • Carry the responsibility when the call is wrong — that weight stays yours
  • Notice what no one wrote down: the hesitation, the thing left unsaid
  • Live with the outcome

What the work pays

two countries, two different measures

United States

this exact occupation · BLS 2025
  • $76,220 a year — the middle: half earn more, half earn less
  • The lowest tenth earn near $47,120; the top tenth near $127,780
  • 146,190 people employed in this occupation

Where the evidence lives

open any of it yourself
O*NETThe US Department of Labor's own record of this job12 of these tasks ESCOThe European skills and occupations register5 of these tasks Job descriptionsReal postings, in the wild10 of these tasks US Bureau of Labor StatisticsPay and employment, by occupation2025 figures UK NOS TECIS610301Assisting with monitoring network and systems activity for anomalous bnational standard UK NOS SFJZI01Provide solutions to, and advise on, complex technical support tasksnational standard

Close to this work

12 nearby
Data & AnalyticsFinancial Analyst26 evidenced tasks Data & AnalyticsExperimentation Analyst26 evidenced tasks Data & AnalyticsData Governance Analyst26 evidenced tasks Data & AnalyticsR Analyst26 evidenced tasks Data & AnalyticsCrm Analyst26 evidenced tasks Data & AnalyticsWeb Analyst26 evidenced tasks Data & AnalyticsGrowth Analyst26 evidenced tasks Data & AnalyticsProduct Analyst25 evidenced tasks

Questions people actually ask

You’ll split time between hands-on tasks and user support. Mornings might start with checking monthly network reports, running performance tests, and reviewing alerts from servers (Linux or Microsoft).

Afternoons often mean help-desk work: documenting requests, assisting users with Outlook or access problems in Active Directory, deploying software, or testing repaired hardware before you sign it off.

Expect a mix. For servers and scripts you’ll use Linux and Bash; for user apps and email you’ll use Microsoft Office and Outlook. Active Directory handles on-premise user and permission management.

If the company uses cloud services, Microsoft Azure appears frequently for authentication, server hosting, and backups. You should be comfortable switching between these environments.

The U.S. Bureau of Labor Statistics (BLS) reports 146,190 employed in this occupation area. Median pay is $76,220 per year, the lowest tenth is $47,120, and the top tenth is $127,780.

Those are national statistics; local pay varies with region, experience, and whether you focus on cloud platforms like Azure or on-premise systems like Active Directory and Linux servers.

Start with basics: learn Windows administration (Active Directory, Outlook, Office) and a Linux shell (Bash). Practice setting up users, assigning network addresses, and deploying simple software in a VM or cloud free tier.

Then add focused tasks: back up data, run monthly reports, test network performance, and document procedures. Small projects—like creating a user manual or scripting a backup—show employers practical ability.

Compared with a network administrator, this role mixes network tasks (address assignment, security, server maintenance) with user-facing analytics support and documentation. You’ll do both hands-on fixes and explain systems to users.

Compared with a data analyst, you’ll do less statistical modeling and more operational work: deploying software, configuring access, and keeping servers and networks secure and documented.

Yes, AI can speed writing procedures, drafting Bash scripts, or summarizing help-desk tickets, but treat outputs as drafts. Always test any script on a non-production system and verify commands before running them on servers.

For troubleshooting, use AI to suggest steps but confirm details against official docs and patch notes (monitor industry sites for patches/viruses). Never expose credentials or paste sensitive logs into public AI services.

Practical system troubleshooting is the core skill: diagnose a problem, test fixes, and verify operation. That includes testing repaired items, running network performance tests, and participating in disaster recovery drills.

Combine that with clear documentation: record help-desk requests, write user instructions, and log configuration changes in Active Directory or Azure so others can reproduce or audit your work.