Intelligent Machine Learning Expert

2 weeks ago


Melbourne, Victoria, Australia beBeeMachineLearning Full time $120,000 - $180,000

As a senior data scientist, you will be part of a team that drives innovation in machine learning. Our team is responsible for developing and implementing cutting-edge machine learning solutions to support the energy transition.

Key Responsibilities
  • Design, build, train, compare, evaluate, deploy, and document machine learning models using state-of-the-art advancements.
  • Write robust Python code for novel machine learning use cases and lead brainstorming sessions.
  • Create and maintain metadata for operations data sources in the data catalogue and data virtualization environments.
  • Take ownership of sharable artifacts such as the graph database of electricity grid assets and initiate knowledge sharing sessions with the analytics user group.
Requirements
  • Successful machine learning projects in production.
  • Experience with machine learning Python libraries such as Jax, Scikit-learn, PyTorch, TensorFlow, Wandb, etc.
  • Data cleansing, normalization, one-hot encoding, and text embedding.
  • Understanding graph data and time-series, and shaping them for machine learning models.
  • Deploying models, working with data pipelines, and supporting production systems.

We're looking for someone who has a strong background in machine learning and can drive business value through data-driven insights.



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