High-Performance Data Analyst

7 days ago

Perth, Western Australia beBeeMachineLearning Full time $170,000 - $220,000
Job Overview

We are seeking an experienced Senior Data Scientist to contribute to shaping the future of our energy systems, leveraging cutting-edge advancements in data science and machine learning.

Key Responsibilities
  • Data Science Expertise

Design and implement robust Python code for novel machine learning use cases, selecting the most appropriate approaches for engineering problems.

Team Leadership

Lead brainstorming sessions and set the bar for junior team members on ML best practices.

Data Management

Create and maintain metadata for Operations data sources in the data catalog and data virtualization environments.

Knowledge Sharing

Develop and initiate knowledge-sharing sessions with the Analytics User Group, focusing on shareable artifacts such as graph databases of electricity grid assets.

Collaboration

Collaborate with the PSA Technical Lead as second-in-command for ITIL Service Management processes like IT Change Management.

Required Skills and Qualifications
  • Successful experience with machine learning projects running in production.
  • Proficiency with ML Python libraries such as JAX, Scikit-learn, PyTorch, TensorFlow, Weights & Biases, etc.
  • Strong understanding of data cleansing, normalization, one-hot encoding, and text embedding.
  • Experience with graph data and time-series, preparing them for ML models.
  • Skills in deploying models, working with data pipelines, and supporting production systems.
  • Ability to wrangle hardware drivers and configurations to offload matrix computations to GPU/TPU/NPU.

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