[Your Name] · [Email] · [Phone] · [City, ST]
April 21, 2026
Dear Hiring Manager,
I'm writing to apply for the Senior Operations Manager role on your Fulfillment team. Your posting targeted a 30% improvement in order-to-ship cycle time and a $2M+ annual cost reduction — that's the exact mandate I delivered at Wayfair last year, where I shortened cycle time from 38 hours to 24 and took $3.1M out of the annual run rate across two distribution centers.
At Wayfair I managed operations for two DCs (280K sq ft combined, ~140 associates, peak daily throughput of 22K units). I ran a Celonis process-mining engagement that surfaced three bottlenecks nobody had seen in the KPI dashboard — returns-handling sitting in a 6-hour queue, a routing rule sending 12% of small-parcel volume through the wrong sortation, and a pick-path that added 1.4 miles per associate per shift. Fixing those three over 7 months cut cycle time from 38 to 24 hours, lifted on-time shipping from 91% to 98.2%, and reduced labor hours per unit by 17%. I also led a multi-sourcing initiative across 4 SKU categories after our primary supplier had an outage, which cost $400K in one-time setup but protected roughly $12M in at-risk revenue over the following quarter and is now the template the network uses for business continuity.
Before Wayfair I spent four years in operations at a mid-market e-commerce company, where I was employee #22 on the ops team and ended up leading it. I built our first SOP library, ran our first Kaizen events, and hired the next 14 operations associates. That range — from being the only person doing the work to leading a 140-person DC — is what I'd bring to your team. I'm Lean Six Sigma Black Belt certified, but the version I actually use is pragmatic: most problems don't need DMAIC; they need someone willing to stand on the floor for three shifts and watch what actually happens.
I'd welcome the chance to walk through the Celonis engagement and the pick-path optimization in detail, including what I'd do differently, and hear what your team's biggest cycle-time bottleneck looks like today. Happy to share the process-mining findings deck as a first-call reference.
Sincerely,
[Your Name]