Infibeam Avenues

3 weeks ago

Bangalore, India Infibeam Avenues Pvt Ltd Full time

Responsibilities :

As a machine learning engineer on the team, you will :

  • Collaborate with Machine Learning scientists to design and develop sophisticated machine learning models
  • Create project plan, execute end to end and evaluate the ML systems
  • Implement and fine tune the state of the art neural network architectures
  • Stay up to date with state of the art algorithms in multimodal deep learning techniques
  • Work with large-scale datasets, preprocess and create
  • Cross functional collaboration with researchers, software developers, and product managers
  • Document and communicate thought process, technical findings and evaluation results
  • Productionize the trained (deep learning) models
  • Continuously monitor the performance of the models and iterate as needed
  • Mentor and guide junior engineers
Required Qualifications :
  • Bachelors or Masters in AI/ML, Computer Science, Statistics or other relevant fields with 5+ years of AI/ML experience for Bachelors and 2+ years for Masters
  • Depth of knowledge in Software Engineering, Machine Learning, Generative AI, Data Science
  • Prior experience in deep learning, machine learning, natural language processing or computer vision
  • Strong programming skills in Python or C++ in a production environment
  • Experience in developing production ready code with best practices
  • Industry experience with machine learning tools such as scikit-learn, TensorFlow, PyTorch among others
  • Good understanding of statistics, linear algebra, and probability theory
  • Industry experience in CI/CD processes
  • Familiarity with cloud computing environments such as aws will be a plus
Preferred Qualifications :
  • Experience with large scale data processing using Spark or other big data technologies
  • Experience with CUDA will be a plus

(ref:hirist.tech)

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