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Machine Learning Research Engineer

Machine Learning Research Engineer

ConfidentialBengaluru / Bangalore
30+ days ago
Job description

Key Responsibilities :

  • Develop advanced computer vision and state-of-the-art deep learning models to understand software applications and derive user intent.
  • Research and implement ML and deep learning algorithms for production use.
  • Build and maintain infrastructure for AI / ML systems, including model inference, automated (re-)training, monitoring, explainability, and more.
  • Stay updated on cutting-edge AI research from leading labs by reading papers and experimenting with code.
  • Assist AI product managers and business stakeholders in understanding the capabilities and limitations of AI for the products.
  • Fine-tune, retrain, and scale existing model deployments.
  • Conduct necessary ML tests and benchmarks for model validation.

Our Ideal candidate :

  • Experience : 4+ years of expertise in machine learning.
  • Deep Learning Expertise : Strong understanding of deep learning principles in both Computer Vision and Natural Language Processing (NLP).
  • LLM Knowledge : Familiarity with LLM architectures like BERT and GPT, with hands-on experience fine-tuning these models for enhanced performance.
  • Model Development : Proven experience in developing deep learning models, such as CNNs and Vision Transformers, for image-based tasks in production systems.
  • Research and Application : Extensive experience in algorithms for image processing, content-based video / image analysis, object detection, segmentation, and tracking.
  • Libraries : Proficiency in machine learning and deep learning libraries like PyTorch and Hugging Face.
  • Technical Skills : Demonstrated ability to implement, improve, debug, and maintain machine learning models.
  • Nice to Have :

  • Strong programming skills in Python.
  • Expertise in optimization and debugging.
  • Familiarity with version control systems such as Git.
  • Self-motivated and responsible, with excellent written and verbal communication skills.
  • Experience in handling and visualizing large datasets and creating performance reports.
  • Skills Required

    Git, Debugging, Python, Machine Learning, Nlp, Research Engineer, Deep Learning

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