Senior Research Engineer

4 weeks ago

Pune, Maharashtra, India Cerence Inc. Full time
About Cerence Inc.

Cerence Inc. is a global leader in creating innovative, moving experiences for the automotive world. With over 20 years of industry experience and leadership, we have established ourselves as a trusted partner for leading automakers, working with all major players in the industry.

Job Title: Senior Research Engineer - ASR Specialist

We are seeking a highly skilled and innovative Senior Research Engineer to join our dynamic team. The ideal candidate will have a robust background in developing and implementing Automatic Speech Recognition (ASR) models specifically for automotive voice assistants.

Key Responsibilities:
  • Design, build, and optimize state-of-the-art ASR models tailored for automotive applications, ensuring high accuracy and low latency in voice recognition tasks.
  • Assess the performance of ASR systems in real-world driving conditions, including diverse accents and languages, noisy on-road conditions to train and validate ASR models effectively.
  • Work closely with cross-functional teams, including product managers, software engineers, and UX designers, to ensure seamless integration of ASR features into automotive voice assistant systems.
  • Conduct cutting-edge research in ASR technology, focusing on integrating generative AI and large language model advancements to enhance voice interaction capabilities in automotive systems.
Requirements:
  • Master's or Ph.D. in Computer Science & Engineering, Linguistics, Applied mathematics or a related field.
  • 5+ years of hands-on experience in developing ASR systems, preferably for automotive applications.
  • Proficient on machine learning frameworks (e.g., TensorFlow, PyTorch) and programming languages such as Python.
  • Hands-on experience on speech processing technologies, familiarity with the challenges of speech recognition in noisy environments, particularly in a vehicle context.
  • Proven experience with natural language processing (NLP), deep learning techniques and integration of large language models (e.g., OpenAI's GPT, BERT).
  • Prior experience with training and fine-tuning large language models using large-scale datasets and distributed computing environments.
  • Working Knowledge of any cloud computing platforms (e.g., AWS, Azure, Google Cloud) to deploy and scale ASR solutions.
What We Offer:
  • Annual bonus opportunity
  • Insurance coverage (medical, life, and disability)
  • Paid time off
  • Company contribution to the RRSP (Registered Retirement Savings Plan)
  • Equity awards for certain positions and levels
  • Remote and/or hybrid work available depending on the position.

Cerence is an equal opportunity employer and welcomes applications from diverse candidates. We are committed to creating an inclusive and diverse work environment that reflects the communities we serve.

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