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Machine Learning Researcher

Machine Learning Researcher

TransPerfectbarcelona, catalunya, España
Hace más de 30 días
Descripción del trabajo

As a Machine Learning Researcher specializing in STT, NMT, and TTS systems, you will conduct research and development of novel models in these domains, both independently and collaboratively, under the guidance of the Head of R&D. This role demands excellent technical skills and the ability to translate innovative AI solutions from research to production-grade implementations.

RESPONSIBILITIES

  • Conduct research and develop novel models in STT, NMT, and TTS, either independently or with team members.
  • Build and refine research prototypes, conducting experiments and evaluations.
  • Transition successful research into robust, production-ready systems.
  • Collaborate with cross-functional teams including product, engineering, and design to implement AI solutions.
  • Stay informed about the latest research in speech and language AI, applying state-of-the-art ideas to our projects.

REQUIRED EXPERIENCE AND QUALIFICATIONS

  • Master’s or Ph.D. in Computer Science, Machine Learning, Computational Linguistics, or related field, or equivalent industry experience in applied AI research.
  • Proficiency in Python and deep learning frameworks such as PyTorch or TensorFlow.
  • Strong understanding of machine learning and deep learning fundamentals.
  • Hands-on experience with at least one of the following :
  • Speech recognition models (e.g., Kaldi, DeepSpeech, ESPnet, or custom STT systems).
  • Neural Machine Translation with Transformer architectures (e.g., OpenNMT, Fairseq, MarianNMT).
  • Text-to-Speech systems (e.g., Tacotron, FastSpeech, WaveGlow).
  • Training, fine-tuning, or adapting large language models such as LLaMA, GPT, or Mixtral.
  • Additional skills include handling large datasets and conducting rigorous model evaluations, along with strong software engineering skills including version control and modular code design.

    PREFERRED QUALIFICATIONS

  • Experience deploying ML models in production environments (cloud or on-premise).
  • Proficiency in C# and .NET frameworks.
  • Knowledge of cloud platforms such as Azure or AWS.
  • DESIRED SKILLS AND EXPERIENCE

  • Passion for AI research and practical applications.
  • Enjoy experimenting and iterating with limited guidance.
  • Effective communication skills for collaboration with peers and stakeholders.
  • Initiative and ownership, especially in ambiguous situations.
  • Openness to learning new tools and domains as needed.
  • By applying, I confirm I have read and accept TransPerfect's Privacy Policy :

    Seniority level

  • Mid-Senior level
  • Employment type

  • Full-time
  • Job function

  • Engineering and Other
  • Industries

  • Translation and Localization, Software Development
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