Aviation Maintenance Data Specialist

0530 in before the shop opens, pulling last night's maintenance actions and checking for any anomalies before morning turnover at 0630. After turnover you're reviewing the junior Marines' overnight MAF closures and flagging anything that needs correction before the data feeds into the daily FMC calculation. Midmorning is either the weekly readiness brief prep or the monthly data scrub, depending on the calendar. Afternoon is supervising the daily data control cycle and answering questions from production control about what the numbers mean.

Monday morning readiness brief prep. Tuesday–Wednesday is the operational data cycle — MAFs flowing, FMC/PMC updating, daily reports running. Thursday is QA audit day at most squadrons. Friday is the weekly DRRS submission and preparation for any weekend surge operations that will generate MAF backlogs.

Develop the ability to run NALCOMIS queries that surface trending anomalies — spikes in a specific WUC, maintenance man-hour disparities that suggest work is being done off-the-books, reliability trends that predict future FMC drops before they happen. This is the skill that separates a data clerk from a data analyst.

COMNAVAIRFORINST 4790.2 Series in full, especially the audit and data integrity chapters. DRRS-MC reporting requirements documentation. Your wing's data quality directives, which often have standards tighter than the NAMP baseline.

The monthly data scrub isn't optional — it's a NAMP requirement with a due date and a command signature block. In practice, units that skip it for two months are the ones that show up on the wing commander's bad-data list. Standard is enforced through quarterly wing data audits and unannounced CNAF inspections.

Rebuilding a corrupted NALCOMIS record from memory instead of from the paper MAF chain creates a data integrity problem that will surface in any serious audit. The paper record is the legal document; NALCOMIS is the electronic reflection of it. When they conflict, the paper wins and you fix NALCOMIS to match — with documentation.

The major fork at Sergeant is whether to pursue a wing-level or HQMC data billet for your next tour, or stay in the squadron cycle and go for SNCO selection from a more traditional production track. Wing/HQMC billets are career-broadening but remove you from daily operations; the tradeoff is real.

A squadron-level data chief role means you own the database for one T/M/S — deep knowledge of one aircraft's maintenance data profile. At a MALS or IMA, you're managing data across multiple work centers and potentially multiple aircraft types, which develops broader analytical skills but less depth on any single system. Wing-level billets at Sergeant are rare and usually require selection by exception.

A Sergeant whose squadron consistently passes wing data audits with zero major findings, whose junior Marines can explain their own data entries, and who identified a FMC reliability trend early enough for the Maintenance Officer to address it before it became a readiness crisis — that's what excellent looks like at this tier.

Staff Sergeant expects you to operate at the wing data oversight level, advise multiple squadrons simultaneously, and interface with NAVAIR program offices — that requires a level of NALCOMIS architecture knowledge that goes well beyond a single squadron's database.