Sr. Data Scientist
Date: Oct 21, 2024
Location: Hillsboro, OR, US
Company: Skyworks
If you are looking for a challenging and exciting career in the world of technology, then look no further. Skyworks is an innovator of high-performance analog semiconductors whose solutions are powering the wireless networking revolution. Through our broad technology expertise and one of the most extensive product portfolios in the industry, we are Connecting Everyone and Everything, All the Time.
At Skyworks, you will find a fast-paced environment with a strong focus on global collaboration, minimal layers of management, and the freedom to make meaningful contributions in a setting that encourages creative thinking. We value open communication, mutual trust, and respect. We are excited about the opportunity to work with you and glad you want to be part of a team of talented individuals who together are changing the way the world communicates.
Requisition ID: 74269
Job Responsibilities
At Skyworks, you will be joining the brightest, most diverse, and highly ambitious talent in the Semiconductor Industry. You will find a fast-paced environment with a strong focus on execution, global collaboration, minimal layers of management, and the freedom to make meaningful contributions in a setting that encourages creativity and out-of-the-box thinking. Our work culture values diversity, social responsibility, open communication, mutual trust, and respect.
This position is for a Senior Data Scientist in the Artificial Intelligence Solutions (AIS) business unit in Skyworks. Our Team is responsible for providing solutions to various aspects of the business, with a current focus on speech and audio signal processing in the embedded space. In our work, we have the unique opportunity to span the entire vertical of product development, including basic research, rapid prototyping, chip design, and customer support. Candidates are expected to manage assigned projects as individual or team-based contributions.
- Analyzing, validating, and cleaning data
- Design/manage acquisition and ingesting new data in a database
- Accessing data via Object-relational-mapping and SQL, written in python
- Preparing training and testing datasets for machine learning models
- Develop, oversee, and analyze objective and subjective evaluation of model performance, using various metrics
Qualifications
- BS in a relevant field, and 5 years of relevant experience; or MS in a relevant field, and 3 years of relevant experience
- Exploratory data analysis, validation, and cleaning
- Data acquisition, database schemas, ETL pipeline, blob storage
- ORM and SQL access
- Preparing training and testing datasets
- Development, administration, and statistical analysis of objective and subjective evaluations of model outputs, using various metrics
- Strong programming skills in Python
- Deep learning frameworks
- Audio, speech, and other signals
Preferred Experience and Skills
- Experience with Azure/AzureML (or equivalent cloud platform)
- Experience using version control: Git, GitHub/GitLab
- Experience with Linux environment
Skyworks is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, protected veteran status, or any other characteristic protected by law. Skyworks strives to create an accessible workplace; if you need an accommodation due to a disability, please contact us at accommodations@skyworksinc.com.
The typical base pay range for this role across the U.S. is currently USD $89,100 - $172,100 per year. Starting base pay will depend on relevant experience and skills, training and education, business needs, market demands, the ultimate job duties and requirements, and work location. Skyworks has different base pay ranges for different work locations in the U.S. Benefits include access to healthcare benefits (including a premium-free medical plan option), a 401(k) plan and company match, an employee stock purchase plan, paid time off (including vacation, sick/wellness, parental leave), among others. Employees are eligible to participate in an incentive plan, and certain roles are also eligible for additional awards, including recognition and stock. These incentives and awards are based on individual and/or company performance.
Skyworks is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, protected veteran status, or any other characteristic protected by law. Skyworks strives to create an accessible workplace; if you need an accommodation due to a disability, please contact us at accommodations@skyworksinc.com.
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