About the Role As a Deep Learning Engineer, you will: * Design, develop, and deploy deep-learning-based and classical DSP audio algorithms for our SPU platform. * Leverage innovative model ...
About the Role As a Deep Learning Engineer, you will: * Design, develop, and deploy deep-learning-based and classical DSP audio algorithms for our SPU platform. * Leverage innovative model ...
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Position Overview We are looking for a Deep Learning Engineer to develop and refine models for robotic manipulation. You will design, train, and deploy algorithms that enable robots to interact ...
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Description Senior Deep Learning Engineer, Computer Vision imagry.E4.E30@comeetapply.com Location: San Jose, CA , On Site We are looking for a capable and experienced Sr. Deep Learning Engineer to ...
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Senior Deep Learning Engineer, Computer Vision imagry.E4.E30@comeetapply.com Location: San Jose, CA , On Site We are looking for a capable and experienced Sr. Deep Learning Engineer to join our R&D ...
Quick apply
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Quick apply
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Position: Deep learning team leader - Perception Position E-mail: imagry.5A.141@comeetapply.com ... The Team Leader will manage and guide a team of engineers focused on developing and integrating ...
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Description Position: Deep learning team leader - Perception Position E-mail: imagry.5A.141 ... The Team Leader will manage and guide a team of engineers focused on developing and integrating ...
Description Position: Deep learning team leader - Perception Position E-mail: imagry.5A.141 ... The Team Leader will manage and guide a team of engineers focused on developing and integrating ...
Position: Deep learning team leader - Perception Position E-mail: imagry.5A.141@comeetapply.com ... The Team Leader will manage and guide a team of engineers focused on developing and integrating ...
Quick apply
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Deep Learning Developer information
What are the key skills and qualifications needed to thrive as a deep learning developer?
What is a deep learning developer?
What is the difference between Deep Learning Developer vs Machine Learning Engineer?
| Aspect | Deep Learning Developer | Machine Learning Engineer |
|---|---|---|
| Required Credentials | Bachelor's or Master's in CS, AI, or related; experience with neural networks | Bachelor's or Master's in CS, Data Science, or related; knowledge of algorithms |
| Work Environment | Research labs, AI startups, tech companies focusing on neural networks | Data-driven companies, software firms, industries applying machine learning |
| Industry Usage | Primarily in AI research, neural network development, deep learning projects | Broader application including predictive modeling, data analysis, and ML systems |
Deep Learning Developers specialize in neural networks and deep learning models, often working on AI research and complex algorithms. Machine Learning Engineers have a broader focus on developing, deploying, and maintaining machine learning models across various applications. While both roles require similar educational backgrounds, their focus areas and industry applications differ.
What are some common challenges deep learning developers face when deploying models to production environments?
Full-time
Medical, Dental, Vision, Retirement
Re-posted 18 hours ago
Job description
About the Role
As a Deep Learning Engineer, you will:
- Design, develop, and deploy deep-learning-based and classical DSP audio algorithms for our SPU platform.
- Leverage innovative model compression techniques to optimize performance-per-joule on custom silicon.
- Be a core contributor to our deep learning and DSP development platform, advancing novel algorithms for audio processing.
- Collaborate directly with customers across diverse industries to deliver impactful solutions and exciting new features.
This is a unique opportunity to work on challenging problems at the intersection of deep learning, model optimization, and embedded systems, while driving real-world impact in industries ranging from consumer electronics to automotive and beyond.
What You'll Do
- Develop and optimize deep learning models for audio processing, including tasks like speech enhancement, beamforming, event detection, sound localization, voice identification, voice interfaces, noise reduction, echo cancellation, feedback cancellation, and more.
- Drive innovation in model efficiency, compression, and deployment on embedded platforms.
- Leverage multi-sensor data to improve algorithm performance in difficult environments.
- Work closely with customers to understand their needs and tailor solutions to meet their goals.
- Contribute to the end-to-end process of model development, from research and prototyping to deployment on hardware.
Requirements
- 3+ years of relevant experience in deep learning and/or DSP engineering.
- Strong experience with Python and PyTorch (or other deep learning frameworks).
- A background in Computer Science, Mathematics, Electrical Engineering or a related field (BS, MS, PhD, or equivalent work experience).
- Experience in hybrid AI / DSP algorithm development is a plus but not required.
- A passion for solving challenging problems and collaborating in a fast-paced, innovative environment.
Desired Skills and Experience
Deep learning, Machine learning, DSP, Python, PyTorch
Benefits
- 401(k)
- Medical insurance
- Vision insurance
- Dental insurance
- Commuter benefits
- Disability insurance
- Paid maternity leave
- Paid paternity leave
- Child care support
femtoAI is an equal opportunity employer committed to a diverse workforce which strives to create an inclusive working environment empowering everyone to do their best work. We do not discriminate on the basis of race, ethnicity, religion, gender, gender identity, sexual orientation, age, marital status, veteran status, or disability status.