Deep Learning Research Intern - Audio AI
Sunnyvale, CA, United States
Applications have closed
Bosch Group
Moving stories and inspiring interviews. Experience the meaning of "invented for life" by Bosch completely new. Visit our international website.Company Description
The Bosch Research and Technology Center North America with offices in Sunnyvale, California, Pittsburgh, Pennsylvania and Cambridge, Massachusetts is part of the global Bosch Group (www.bosch.com), a company with over 70 billion euro revenue, 400,000 people worldwide, a very diverse product portfolio, and a history of over 125 years. The Research and Technology Center North America (RTC-NA) is committed to providing technologies and system solutions for various Bosch business fields primarily in the areas of Human-Machine Collaboration (HMC), Robotics, Energy Technologies, Internet Technologies, Circuit Design, Semiconductors and Wireless, and MEMS Advanced Design.
The focus of our global research on Integrated Human Machine Intelligence includes Big Data Visual Analytics, Explainable AI, Audio Analytics, NLP, Conversational AI, Cloud Robotics, Mixed Reality and Smart Wearables, etc. We develop intuitive, interactive, and intelligent solutions to enable inspiring UX for Bosch products and services in application areas such as autonomous driving, car infotainment and driver assistance systems (ADAS), Industry 4.0 and Internet of Things (IoT), security systems, smart home and building solutions, health care, and robotics.
As a part of the global Human Machine Collaboration (HMC) research unit, our Visual Analytics & eXplainable AI group is responsible for shaping the future industrial AI experience for Bosch products and services by combining cutting-edge technologies of machine learning, data analysis and interactive visualization. We research and develop scalable, transparent, and intelligent big data analytic solutions (e.g., audio, images, sensor logs) for various domains including Industry 4.0 (I4.0), IoT, autonomous driving, connected vehicles, etc. We also actively collaborate with leading groups in academia and industry to promote research ideas and publish research findings in internationally renowned conferences and journals, e.g., ICASSP, Interspeech, IEEE Signal Processing Magazine, IEEE VIS, TVCG, SIGKDD.
Job Description
- Develop state-of-the-art Audio AI solutions using combination of classical signal processing and machine/deep learning-based approaches
- Research and develop solutions for few-shot learning of rare sound events, anomaly detection for machine health monitoring, active learning, domain adaptation to new and unforeseeable environments/classes on top of state-of-the-art techniques for audio event/scene recognition
- Collaborate with others to integrate audio AI modules into the prototype systems
- Summarize research findings in high-quality paper and/or patent submissions
Qualifications
Required:
- Currently enrolled as PhD student in Computer Science, Electrical Engineering, Data Science, or related fields
- 2+ years programming experience, proficiency in Python, Numpy, Scipy, Pandas, PyTorch, Keras, Tensorflow
- Broad knowledge of machine- and deep-learning algorithms and principles and state-of-the-art methods
Preferred:
- Knowledge of digital signal processing principle and methods (DFT, filter-banks)
- Publication record in top machine learning and audio analytics venues (e.g., ICASSP, Interspeech, AAAI, ICML)
Additional Information
All your information will be kept confidential according to EEO guidelines.
By choice, we are committed to a diverse workforce - EOE/Protected Veteran/Disabled.
BOSCH is a proud supporter of STEM (Science, Technology, Engineering & Mathematics) Initiatives
· FIRST Robotics (For Inspiration and Recognition of Science and Technology)
· AWIM (A World In Motion)
Indefinite U.S. work authorized individuals only. Future sponsorship for work authorization unavailable.
Tags: Autonomous Driving Big Data Circuit Design Computer Science Conversational AI Data analysis Deep Learning Engineering ICML Industrial Keras Machine intelligence Machine Learning Mathematics NLP NumPy Pandas PhD Python PyTorch Research Robotics SciPy Security STEM TensorFlow UX
Perks/benefits: Conferences Team events
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Lead Data Analyst jobs
- Open Data Science Manager jobs
- Open MLOps Engineer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Engineer II jobs
- Open Sr Data Engineer jobs
- Open Data Manager jobs
- Open Principal Data Engineer jobs
- Open Data Analytics Engineer jobs
- Open Power BI Developer jobs
- Open Product Data Analyst jobs
- Open Junior Data Scientist jobs
- Open Business Intelligence Developer jobs
- Open Data Scientist II jobs
- Open Senior Data Architect jobs
- Open Sr. Data Scientist jobs
- Open Manager, Data Engineering jobs
- Open Business Data Analyst jobs
- Open Big Data Engineer jobs
- Open Data Analyst Intern jobs
- Open Data Quality Analyst jobs
- Open Principal Data Scientist jobs
- Open Data Product Manager jobs
- Open Azure Data Engineer jobs
- Open Junior Data Engineer jobs
- Open Data quality-related jobs
- Open Business Intelligence-related jobs
- Open GCP-related jobs
- Open Data management-related jobs
- Open ML models-related jobs
- Open Privacy-related jobs
- Open Java-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open APIs-related jobs
- Open Deep Learning-related jobs
- Open PyTorch-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open TensorFlow-related jobs
- Open PhD-related jobs
- Open CI/CD-related jobs
- Open NLP-related jobs
- Open Kubernetes-related jobs
- Open Data governance-related jobs
- Open Airflow-related jobs
- Open Hadoop-related jobs
- Open Databricks-related jobs
- Open LLMs-related jobs
- Open Data warehouse-related jobs