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Role: Data Scientist
Location: Raleigh/Concord NC - Day 1 onsite
Duration: Contract
Description
Role Description:
Location: Raleigh/Concord NC - Day 1 onsite
Duration: Contract
Description
Role Description:
- Create and set best practices for data ingestion, integration, and access patterns to support both real-time and batch-based consumer data needs
- Assist with design and lead development on scalable, high-performance data architecture solutions that supports both the consumer side of the business as well as analytic use cases
- Create comprehensive documentation for design, and processes to support ongoing maintenance and knowledge sharing for both GMP and non-GMP solutions.
- Drive continuous data transformation to minimize technical debt.
- Responsible for creation of test protocols / test scripts and other validation deliverables.
- Provide technical support to local end users on Data pipelines and Advanced Analytics Solutions developed
- Demonstrated experience in designing and implementing complex data systems from the ground up.
- Strong experience with programming languages, such as Python, SQL & Spark
- Experience with building batch and streaming pipelines using complex SQL, PySpark, Pandas, and similar frameworks
- Develop, refine, and optimize Advanced Analytics Solutions using machine learning models to extract insights from complex data sources.
- Transform data using SQL, NoSQL, and Python. Visualizing data using a diverse tool set including but not limited to Python and R.
- Experience with cloud services in AWS and/or Microsoft Azure
- Experience with message brokers and event-driven architectures (e.g, MQTT, Kafka, RabbitMQ)
- Experience in handling data streams, APIs, events, container orchestration products such as OpenShift, EKS, ECS.
- Experience testing, troubleshooting & establishing API connectivity utilizing software documentation and tools such as Postman
- Strong experience transforming data using common ETL/ELT patterns
- Experience with orchestrating complex workflows and data pipelines using like Airflow or similar tools
- Knowledge and/or experience in predictive modeling and machine learning is a plus.
- Manufacturing Pharma experience is a plus
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