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Signal Processing Engineer
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Top Skills' DetailsProfessional experience with C programming
Experience with Digital Signal Processing - 7-8 years
Experience with Machine Learning - specifically with deep learning in conjunction with signal processing or audio processing. If you have done ML for video processing. Software experience not hardware. Experience with Python is a nice to have. Speech and audio is the ideal experience.
Experience with algorithms such as noise reduction, acoustic beamforming, interference cancellation
**this is not a Data Scientist - ideal candidate is a Signal Processing Engineer with a Machine Learning background**
Description:
Manager notes:
- First contractor for this team
- develop devices such as laptop boxes, remote controls, TV. - deal with the software for the remote controls and inside the TV boxes that talk to the remotes.
- TVs have 3 microphones in them to catch someone speaking treat like an Alexa device. Need to take in the audio from those microphones, clean up the voice, etc.
- Need to adapt to the new microphones - involves algorithmic work.
- Goal is to eliminate the remote control but not there yet.
- DSP - Digital System Processing? Using DSP algorithms that do not rely on ML.
- Want to bring someone in who has ML and DSP skills.
- Day to day responsibilities: algorithm development using Matlab, python and tensorflow on the ML side, start out with research activity to figure out what the industry is doing with multiple microphones and decide which techniques/technologies to pursue, implement in Matlab, narrow down is this the right solution, etc. Test to ensure it can run on the TV/box devices. That requires C programming.
- Would be good if this person has experience or knowledge on how to convert to C programming and run on a device.
- This team is onsite Tues-Thursday in Philadelphia
- Signal Processing Engineer with ML experience
Job Description:
Responsible for developing speech enhancements algorithms for use in multi-microphone far-field applications such as a voice assistant. Experience with acoustic spatial signal processing is desired including techniques such as acoustic beamforming source localization blind source separation and noise reduction. Deep machine learning experience is a plus.
This position typically requires a masters degree in electrical engineering and more than 8 years of experience in the field or in a related area.
Technical creativity is required. The ability to study existing techniques and subsequently enhance and adapt these techniques to meet the needs and constraints of our products is critical.
The candidate will be involved in the process of reducing an algorithm to practice in software for use in a real-time application. The candidate will also be involved in testing algorithms and comparing test results.
MINIMUM QUALIFICATIONS:
Masters degree in electrical engineering
Good communication skills
8 years of experience in speech and audio algorithm development
Programming in C MATLAB. Python is a plus
Experience developing real-time audio processing software
Skills:
deep learning, algorithm, audio, machine learning, C, matlab, python
Top Skills Details:
deep learning, algorithm, audio, machine learning, C,matlab
Experience Level:
Expert Level
About TEKsystems:
We're partners in transformation. We help clients activate ideas and solutions to take advantage of a new world of opportunity. We are a team of 80,000 strong, working with over 6,000 clients, including 80% of the Fortune 500, across North America, Europe and Asia. As an industry leader in Full-Stack Technology Services, Talent Services, and real-world application, we work with progressive leaders to drive change. That's the power of true partnership. TEKsystems is an Allegis Group company.
The company is an equal opportunity employer and will consider all applications without regards to race, sex, age, color, religion, national origin, veteran status, disability, sexual orientation, gender identity, genetic information or any characteristic protected by law.
Experience with Digital Signal Processing - 7-8 years
Experience with Machine Learning - specifically with deep learning in conjunction with signal processing or audio processing. If you have done ML for video processing. Software experience not hardware. Experience with Python is a nice to have. Speech and audio is the ideal experience.
Experience with algorithms such as noise reduction, acoustic beamforming, interference cancellation
**this is not a Data Scientist - ideal candidate is a Signal Processing Engineer with a Machine Learning background**
Description:
Manager notes:
- First contractor for this team
- develop devices such as laptop boxes, remote controls, TV. - deal with the software for the remote controls and inside the TV boxes that talk to the remotes.
- TVs have 3 microphones in them to catch someone speaking treat like an Alexa device. Need to take in the audio from those microphones, clean up the voice, etc.
- Need to adapt to the new microphones - involves algorithmic work.
- Goal is to eliminate the remote control but not there yet.
- DSP - Digital System Processing? Using DSP algorithms that do not rely on ML.
- Want to bring someone in who has ML and DSP skills.
- Day to day responsibilities: algorithm development using Matlab, python and tensorflow on the ML side, start out with research activity to figure out what the industry is doing with multiple microphones and decide which techniques/technologies to pursue, implement in Matlab, narrow down is this the right solution, etc. Test to ensure it can run on the TV/box devices. That requires C programming.
- Would be good if this person has experience or knowledge on how to convert to C programming and run on a device.
- This team is onsite Tues-Thursday in Philadelphia
- Signal Processing Engineer with ML experience
Job Description:
Responsible for developing speech enhancements algorithms for use in multi-microphone far-field applications such as a voice assistant. Experience with acoustic spatial signal processing is desired including techniques such as acoustic beamforming source localization blind source separation and noise reduction. Deep machine learning experience is a plus.
This position typically requires a masters degree in electrical engineering and more than 8 years of experience in the field or in a related area.
Technical creativity is required. The ability to study existing techniques and subsequently enhance and adapt these techniques to meet the needs and constraints of our products is critical.
The candidate will be involved in the process of reducing an algorithm to practice in software for use in a real-time application. The candidate will also be involved in testing algorithms and comparing test results.
MINIMUM QUALIFICATIONS:
Masters degree in electrical engineering
Good communication skills
8 years of experience in speech and audio algorithm development
Programming in C MATLAB. Python is a plus
Experience developing real-time audio processing software
Skills:
deep learning, algorithm, audio, machine learning, C, matlab, python
Top Skills Details:
deep learning, algorithm, audio, machine learning, C,matlab
Experience Level:
Expert Level
About TEKsystems:
We're partners in transformation. We help clients activate ideas and solutions to take advantage of a new world of opportunity. We are a team of 80,000 strong, working with over 6,000 clients, including 80% of the Fortune 500, across North America, Europe and Asia. As an industry leader in Full-Stack Technology Services, Talent Services, and real-world application, we work with progressive leaders to drive change. That's the power of true partnership. TEKsystems is an Allegis Group company.
The company is an equal opportunity employer and will consider all applications without regards to race, sex, age, color, religion, national origin, veteran status, disability, sexual orientation, gender identity, genetic information or any characteristic protected by law.
Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.
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