Hire Data Analyst for Car Repair Shops
Senior, direct, no layers

Most independent shops still run on the phone, and the phone hides the shop's real economics. The service advisor is with a customer, the technician is waiting for a part, and the bay is occupied by a job that was authorised days ago. At the end of the month the shop knows its total revenue and its total hours, but it cannot say which job types made money, which estimates were declined and why, or whether a comeback was a parts fault or a diagnosis fault. Those are the questions that decide whether a busy shop is a profitable shop.

The analyst work joins the job from estimate to comeback. Estimates are followed to authorised, declined and deferred jobs. Completed jobs are costed with labour, parts and sublet work, and grouped by job type. Comebacks are counted by job type and by technician group, and bay and technician hours are compared with completed job hours, so a slow week can be traced to bays, people, parts or job flow rather than blamed generally.

From that joined job record, the shop can see which job types to promote, which estimates need a different conversation, where parts delays are the real constraint, and whether repeat customers are coming from the routes the shop pays for. Book a free discovery call to check whether your job, parts and estimate records can be joined on a single job before scoping the work.

Shops usually run a workshop management system for job cards and estimates, a parts supplier portal or invoices for parts, and a phone or booking record for customer contact. The engagement reads exports from those sources, and the job identifier is agreed before any profitability figure is produced, because an estimate, a job card and a parts invoice are only the same job if the shop can say how they are linked.

Comeback data needs a rule, not a guess: a return for the same fault within an agreed window counts as a comeback, while a return for a different fault does not. The report states the window and the rule used, so comeback rates compare fairly across job types and periods.

A shop that completes this work should be able to say, for each job type, what it earns after labour, parts and sublet costs, how often its estimates convert, and how often its jobs come back. Bay and technician utilisation becomes a constraint the shop can name, rather than a feeling that the workshop is either too quiet or too full.

The work cannot make customers authorise estimates or stop parts failing. It can show which job types, estimate habits and parts patterns cost the shop money, and which customer routes bring repeat visits, so the shop's effort goes to the jobs and customers that repay it. Browse the full hire hub for related engagements.