What are the responsibilities and job description for the IT Data Scientist position at Qualcomm Incorporated?
Company:
Qualcomm IncorporatedJob Area:
Information Technology Group, Information Technology Group > IT Data ScientistResponsibilities
- Performance exploratory analysis and feature engineering on a large-scale data store
- Develop and deploy machine learning and deep learning models to be able to perform predictive, descriptive, and inferential, analytics to identify trends and relationships
- Define and conduct statistical hypothesis testing to ensure machine learning models reliability in production
- Create data visualizations to present derived insights and build out operational visualizations to measure the performance of deployed models
Preferred Qualifications
- Experience in implementing projects involving end to end ML systems from development to deployment
- Experience with relevant machine learning/deep learning frameworks such as Pytorch
- Experience with querying and analyzing large scale data sets
- Good understanding of optimization techniques and algorithm design
- Experience with Modin/Vaex, Dask or PySpark, and Plotly
- Proficient with relational and non-relational databases
- Experience with GIT or other version control systems
- Demonstrated experience in building analytical dashboards
- Demonstrated experience in visually communicating insights
- Excellent communication and teamwork skills
- Experience working in a distributed team and communicating across geographic boundaries
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