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Senior Data Engineer

2 months ago

Everton Park, Australia Woolworths Full time
About the Role

We are seeking a highly skilled Senior Data Engineer to join our People Data team at Woolworths Group. As a key member of our team, you will be responsible for designing and implementing machine learning models to drive business value and improve operational efficiency.

Key Responsibilities
  • Design and develop machine learning models to address business challenges and improve operational efficiency.
  • Collaborate with cross-functional teams to design and implement machine learning solutions.
  • Conduct exploratory data analysis, feature engineering, and model selection to identify effective approaches for solving specific problems.
  • Utilize various machine learning techniques to extract insights from large datasets.
  • Optimize and fine-tune machine learning models for performance, scalability, and reliability in production environments.
  • Implement data pipelines and workflows to automate data preprocessing, model training, and inference tasks.
  • Stay up-to-date with the latest advancements in machine learning algorithms, tools, and technologies.
  • Ensure all data modeling/transformation is documented and provide technical guidance to junior team members.
Requirements
  • Bachelor's degree or higher in Computer Science, Engineering, Mathematics, or a related field.
  • 5+ years of experience working as a Machine Learning Engineer or in a similar role.
  • Experience working with People/HR data would be highly beneficial.
  • Proven experience deploying machine learning solutions in production environments and embedding in business processes.
  • Strong proficiency in programming languages such as Python, R, or Java, and experience with machine learning libraries/frameworks.
  • Demonstrated knowledge and experience working with generative models and NLP.
  • Excellent problem-solving skills, analytical thinking, and attention to detail.
  • Strong communication and collaboration skills.
About Woolworths Group

We are a global business with a purpose of better together for a better tomorrow. We recognize the value our team's diversity brings to our business, customers, and communities. We aim to create a truly inclusive workplace where everyone feels they belong and can reach their full potential.

We encourage all candidates to apply and are committed to supporting diversity, equity, and inclusion in our hiring process.