Machine Learning Engineer - ASR / MT job opportunity at Samsung.

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DatePosted 22 Days Ago bot
Samsung Machine Learning Engineer - ASR / MT
Experience: General
Pattern: full-time
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degreeGeneral
loacation 24A, Kifissias Avenue,, Athens, Greece, Greece
loacation 24A, Kifissias..........Greece

Position Summary We are seeking an experienced Machine Learning Engineer to serve as the technical lead for the architectural design and implementation of our Automatic Speech Recognition (ASR) and Machine Translation (MT) systems. The successful candidate will drive the development, fine-tuning, and optimization of high-performance models, with a specialized focus on multilingual capabilities and non-English language processing. Role and Responsibilities Deep Learning Architecture Design Architect and develop advanced deep learning models specifically tailored for ASR and Neural Machine Translation (NMT) workflows, ranging from leveraging pre-trained models to building custom solutions from scratch. Model Fine-Tuning & Optimization Lead the strategy and execution of fine-tuning large-scale pre-trained models to achieve superior accuracy and efficiency in specific domains and languages. Production Deployment & Scalability Ensure the robustness, latency, and scalability of ML models within a production environment, bridging the gap between research prototypes and deployed services. Technical Leadership & Strategy Provide technical direction to the development team, making critical decisions on technology stacks, selecting appropriate open-source frameworks, and mentoring junior engineers. R&D and Innovation Continuously research and integrate state-of-the-art (SOTA) techniques in Multilingual NLP and speech processing to maintain competitive advantage. Skills and Qualifications Required Qualifications - Good to Have Domain Expertise Deep theoretical and practical knowledge of modern ASR frameworks (e.g., OpenAI Whisper, Kaldi, NVIDIA NeMo) and Machine Translation architectures (e.g., Transformers, Sequence-to-Sequence models). Technical Proficiency Expert-level proficiency in Python and major deep learning frameworks, specifically PyTorch, TensorFlow, and the Hugging Face ecosystem. Multilingual Data Experience Proven track record of training and optimizing models using non-English datasets, handling challenges related to low-resource languages or complex morphologies. Engineering Leadership Demonstrated ability to make high-level architectural decisions, define best practices, and effectively mentor and guide engineering teams. * Please visit Samsung membership to see Privacy Policy, which defaults according to your location, at: https://account.samsung.com/membership/policy/privacy . You can change Country/Language at the bottom of the page. If you are European Economic Resident, please click here : https://europe-samsung.com/ghrp/PrivacyNoticeforEU.html

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