What are the responsibilities and job description for the Data Engineer position at Kelly Science, Engineering, Technology & Telecom?
Job Title : Data Engineer
Pay rate : $70 per hour
Duration : 6 months
W2 contract only (No C2C)
Location- West Sacramento, CA, 95691
Job Description : Client is seeking a team member to join our Microbiology R&D Development Science functional team. In this role you will develop and maintain end-to-end data and machine Learning pipelines for clinical and verification studies. We’re looking for associates who thrive in a team-oriented, goal focused environment.
The Data Engineer is responsible for development and implementation of end-to-end Ops pipelines to support ML model deployment throughout the entire ML lifecycle. This position is part of the data science located in Sacramento, California and will be a hybrid role. The data engineer will be a part of the development science functional group and report to the data science manager. If you thrive in a cross functional team and want to work to build a world-class biotechnology organization—read on.
Responsibilities
- Collaborate with stakeholders to understand data requirements for ML, Data Science and Analytics projects.
- Assemble large, complex data sets from disparate sources, writing code, scripts, and queries, as appropriate to efficiently extract, QC, clean, harmonize and visualize Big Data sets.
- Write pipelines for optimal extraction, transformation, and loading of data from a wide variety of data sources using Python, SQL, Spark, AWS ‘big data’ technologies.
- Develop and Design data schemas to support Data Science team development needs
- Identify, design, and implement continuous process improvements such as automating manual processes and optimizing data delivery.
- Design, Develop and maintain a dedicated ML inference pipeline on AWS platform (SageMaker, EC2, etc.)
- Deployment of inference on a dedicated EC2 instance or Amazon SageMaker
- Establish a data pipeline to store and maintain inference output results to track model performance and KPI benchmarks
- Document data processes, write data management recommended procedures, and create training materials relating to data management best practices.
Required Qualifications
Salary : $70
