Live opening · Posted 18 hours ago
At a glance
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About the role
Description supplied by the original job listing.
Position summary
We are looking for a Senior ASR Engineer for our ASR R&D team to work on challenging research problems that have a concrete impact on real-world applications – the work you do will impact real users across the world. Come and join our team of talented engineers and help us to shape the future of AI!
You will perform a role mixing both research and development of cutting-edge technologies by staying current on state-of-the-art algorithms in related fields; evaluating the usage patterns of customers via big data analysis; building models to improve core ASR accuracy of individual products and contributing to the model recipe improvements.
Principal duties and responsibilities
Conduct experiments to assess the quality of ASR models and study the effect of different parameter tuning on speech recognition accuracy.
Identify, optimise and cluster training data.
Analyse product usage data to identify areas of possible improvement or enhancement of ASR processes, methods and techniques.
Discuss and present ideas, progress, and results within the research team.
Collaborate with cross-functional teams to understand business requirements and deliver high-quality results.
Conduct research and stay up to date with the latest advancements in the field.
Improve ASR performance in multiple languages.
Knowledge, skills, and qualifications
Education: Advanced degree (MSc or PhD) in computer science, computational linguistics, applied mathematics, or a related field.
Minimum years of work experience: 5+ years
Required skills:
Background in speech technology, computational linguistics, machine translation and/or natural language processing.
Extensive knowledge and hands-on experience with end-to-end ASR and language modelling, including training methods, finetuning, pruning, efficient representation, interpolation, etc.
Solid understanding of machine learning principles, algorithms, and statistical methods.
Good software engineering skills, knowledge of scripting languages (e.g. shell scripting, Python) and experience working under both Linux and Windows.
Excellent problem-solving skills and the ability to think critically and creatively.
Strong written and oral communication skills in English.
Preferred skills:
Experience with generative AI/LLMs, prompt engineering and finetuning.
Expertise in one or more of the following areas: machine learning, statistical modelling, information retrieval, deep learning, data mining.
Fluent in a second, non-English language.
Application Deadline: (Open until filled)
Work arrangement
Yes
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