Machine Learning Research Engineer - Speech/Audio/Gen-AI - 6 Month Fixed Term ContractSamsung Electronics UK • Staines, England, United Kingdom
Machine Learning Research Engineer - Speech/Audio/Gen-AI - 6 Month Fixed Term Contract
Samsung Electronics UK
- Staines, England, United Kingdom
- Staines, England, United Kingdom
À propos
Position Summary This 6‑month fixed‑term contract seeks a candidate ready to start immediately. It suits both PhD students looking for an internship and PhD holders seeking a short‑term contract. The role focuses on developing complex audio and speech‑related applications, with an expectation of contributing to deployments used by millions of users worldwide.
Role & Responsibilities
Conduct independent research in audio and speech processing, covering signal processing, machine learning and deep learning.
Design, develop and implement innovative algorithms and systems for audio/speech analysis, enhancement, separation and understanding.
Lead the development of software prototypes and experimental systems, maintaining high code quality and maintainability.
Collect, analyse and prepare data for the training and evaluation of machine‑learning models, and help build and curate datasets.
Evaluate the performance of algorithms and systems through rigorous experimentation and statistical analysis.
Collaborate with a multidisciplinary team of researchers and engineers to integrate findings into Samsung products and services.
Publish research results in top‑tier conferences and journals.
Required Skills & Qualifications
PhD in Artificial Intelligence, Computer Science/Engineering, Electrical Engineering or related discipline.
Strong programming skills in Python and experience debugging complex software systems; proficiency in C++ is a plus.
Solid grasp of machine‑learning and deep‑learning fundamentals, including architectures, training techniques and evaluation metrics.
Proven research experience in audio and speech processing with publications in top conferences (ICML, NeurIPS, ICLR, INTERSPEECH, ICASSP, IEEE/ACM TASLP).
Experience with TensorFlow or PyTorch.
Strong analytical and problem‑solving skills, able to design and conduct rigorous experiments.
Excellent communication and teamwork skills.
Desirable Skills
Experience with audio signal‑processing techniques and tools (filter design, spectral analysis).
Experience with speech recognition, text‑to‑speech, speech enhancement or natural language processing.
Experience with generative AI in audio/speech context.
Experience with Git and software‑development best practices.
Familiarity with cloud platforms (AWS, Azure, GCP).
Experience with large‑scale data processing and distributed computing.
Location & Hybrid Working
The role is based in the Samsung R&D Institute, Staines‑upon‑Thames, Surrey, UK.
Hybrid working policy: 3 days onsite, 2 days work‑from‑home per week.
Additional Information Samsung enforces a strict trade‑secret policy. Applicants must not disclose prior employer trade secrets during the recruitment process.
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Compétences linguistiques
- English
Avis aux utilisateurs
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