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Machine Learning Developer

3 weeks ago

Singapore Capgemini Full time
Job Summary

Capgemini is looking for a skilled Machine Learning Developer to join our AI development team. The successful candidate will have a strong background in machine learning and deep learning with a focus on AI.

You will be responsible for designing, implementing, and optimizing AI models that generate content, enhance user experiences, and solve complex problems. You will work closely with cross-functional teams to integrate AI solutions into products.

Key Responsibilities:

  • Design, implement, and optimize AI models such as GANs, VAEs, and transformer-based models.
  • Collect, preprocess, and assess large datasets to train and evaluate models.
  • Stay up-to-date with the latest research in AI and contribute to the development of new techniques and methodologies.
  • Work closely with cross-functional teams to integrate AI solutions into products.
  • Improve the performance, accuracy, and efficiency of existing models.
  • Implement and deploy AI models in production environments ensuring scalability and reliability.

Qualifications:

  • Bachelor's or Master's degree in Computer Science, Electrical Engineering, Mathematics, or a related field.
  • 3-6 years of hands-on experience in developing and deploying AI models.
  • Proficiency in Python and experience with deep learning frameworks such as TensorFlow, PyTorch, or Keras.
  • Strong understanding of machine learning algorithms, neural networks, and deep learning principles.
  • Familiarity with natural language processing (NLP) techniques and transformer models is a plus.
  • Experience with cloud platforms (AWS, GCP, Azure) and containerization (Docker, Kubernetes).
  • Strong problem-solving skills and ability to work with complex datasets.