What are the responsibilities and job description for the Data Engineer - Clinical Decision Support Solutions position at LanceSoft?
Duration : 0-6 Months
Hours : 1st Shift (Monday to Friday)
Job Description :
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
Employee Benefits :
At LanceSoft, full time regular employees who work a minimum of 30 hours a week or more are entitled to the following benefits :
Four options of medical Insurance
Dental and Vision Insurance
401k Contributions
Critical Illness Insurance
Voluntary Permanent Life Insurance
Accident Insurance
Other Employee Perks
