Shure Incorporated
Machine Learning Engineer II (Validation)
Niles, IL | $122K - $169K
Qualifications
- BS degree or higher in Electrical Engineering, Software Engineering, Computer Science, Machine Learning, Data Science, or related field
- Minumum 2 years of experience working with some of the following: A/V conferencing products, video products, professional audio products, live sound, live video production, or other related subject matter
- Strong proficiency with scripting languages such as Python
- Good verbal and written communication skills
Responsibilities
- In this role, you'll get to flex your experimental muscles by designing and implementing experiments to validate new video and audio signal processing designs
- Your genius will be essential in outlining and executing strategies that will take our products to the next level
- Work collaboratively with data scientists, machine learning engineers, and DSP engineers to create, execute, and execute test plans, both in simulation and as implemented on embedded products, to identify areas of improvement and validate expected functionality of video and audio signal processing, machine learning, and artificial intelligence
- Identify test strategies that further elucidate the relationships between system performance and system input
- Develop regression tests and possibly subjective listening tests and visual tests whose execution and results are understandable and repeatable by other team members
- Implement python scripts to automate tests
- Work collaboratively to objectively automate algorithm parameter tuning for product development
- Make data-driven recommendations to developers for areas of improvement of the algorithms, where applicable
- Outline and execute strategies to record, curate, and utilize behavioral audio databases for algorithm development and machine learning
- Willing to wear multiple hats as needed on a small team with independence and an openness to collaborate to solve problems as they are discovered
- When applicable, test and analyze competitive systems, document results, and provide differential analyses
- Document results, organize outputs, and effectively communicate results to team members
- Perform other duties as assigned
- 1,001-5,000 employees
- Professional Services, Manufacturing, Technology, Consumer Electronics, Aviation, Telecommunications, Electronics Manufacturing, Electronics, Communications, Broadcasting
- Privately Held
- Founded: 1925
- Niles, IL
- Company Specialties:
Microphones & Networked Microphones, Wireless Microphone Systems, Personal Monitor Systems, Headphones and Earphones, Digital Signal Processors, Presentation, Conference and Discussion Systems, Conference Room Audio, Automatic Mixers , Bluetooth Earphones, Mobile Microphones, Array Microphones, Audio Conferencing & Collaboration, Conferencing and Discussion Products, Dante and Network Connectivity, Microphone Array Technology, Product Training (Shure Audio Institute), and Unified Communication Collaboration
Company information
For more than 90 years, Shure Incorporated has developed best-in-class audio products that provide high-quality performance, reliability and value. Our history of innovation and expertise in acoustics, wireless technology, networked audio systems and digital signal processing, enables us to deliver seamless, transparent audio experiences. Our diverse product line includes world-class wired and wireless microphones, networked audio systems and signal processors, conferencing and discussion systems, and award-winning earphones and headphones. This is the official LinkedIn Company page for Shure Incorporated. Follow us for company and industry news, product reviews, “how-to” articles and more. Website: http://www.shure.com Blog: http://blog.shure.com/ Facebook: http://www.facebook.com/shureinc Twitter: http://twitter.com/shure
