Toptal helps top pharmaceutical company enhance ETL performance for faster decision-making.
Toptal optimized ETL processes for a pharmaceutical company, cutting processing times in half and enabling quicker, data-driven decisions during the COVID-19 pandemic.
Client
A global biopharmaceutical company developing medicines and vaccines across major therapeutic areas.
Employees
Revenue
Industry
Healthcare and Life SciencesDelivered Services
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Slow ETL processing times were impacting workflows and delaying critical decision-making during a period of high demand for rapid data insights.
Solution
Multiprocessing Techniques
Toptal used Python libraries to implement multiprocessing, running ETL steps in parallel and significantly improving workflow efficiency.
Real-time Ingestion
Toptal introduced near-real-time data ingestion, reducing delays and providing faster access to actionable insights.
Outcome
50% Time Reduction
ETL processing time was reduced from 45-55 minutes to 20-25 minutes, dramatically enhancing operational efficiency.
Faster Decision-making
Near-real-time data access enabled the pharmaceutical company to make informed decisions quickly during a critical health period.
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