Machine Vision · Pharmaceutical Manufacturing
Serialization and aggregation verification under DSCSA and EU FMD — OCV on cartons and labels, engineered and documented to GMP discipline.
Pharma vision now carries a regulatory mandate, not just a quality one. Serialization under the US DSCSA and the EU Falsified Medicines Directive means every saleable unit gets a unique code that must be printed, verified and aggregated correctly up through bundle, case and pallet — and a camera that misreads, or a station that breaks the aggregation hierarchy, does not just create rework. It stops product from legally shipping.
The other half is OCV under GMP: verifying that lot, expiry and label text on cartons, foils and curved bottles match the batch record — with the vision system itself validated like any GMP system, specified, challenged and documented so an inspector can follow it. We match you with vision engineers who have delivered serialization and OCV lines under that discipline, not just configured a reader on a bench.
Every engineer passes a practical AI technical screener before they can be matched. On top of that, they can earn certification in this track at three levels — and only certified engineers can be assigned to your project.
Configures well-defined inspections and sets up standard lighting.
Designs robust inspection/guidance, handles calibration and variation independently.
Architects demanding vision systems, solves difficult lighting and accuracy problems.
| Region | Hourly (USD) |
|---|---|
| North America | $75–140/hr |
| Western Europe | $70–120/hr |
| Eastern Europe | $40–75/hr |
| Mexico & Latin America | $35–65/hr |
| China | $35–70/hr |
| Southeast Asia | $30–55/hr |
| India & South Asia | $25–50/hr |
Indicative blended hourly-rate ranges by region, aligned with our live /rates benchmarks. Development work sits toward the middle of each range; on-site commissioning carries a premium. Platform escrow fee is 15% (5% for founding customers).
Same specialty · other industries
Same industry · other specialties
Post your project and match with pre-screened, certified engineers. Milestone escrow protects both sides.
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