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Scalable Data Strategist

2 weeks ago

Melbourne, Victoria, Australia beBeeDataScientist Full time $150,000 - $250,000

This esteemed position entails spearheading data-driven strategic decisions. We seek an accomplished Senior Data Scientist to capitalize on the full potential of big data insights.

Key Responsibilities:

Understand Business Needs & Value Creation

  1. Collaborate with stakeholders to pinpoint business challenges where AI/ML can drive quantifiable improvements.
  2. Define key performance indicators and ensure alignment with business objectives.

Develop Quick Proof-of-Concepts

  1. Rapidly build and validate ML prototypes to demonstrate feasibility and value.
  2. Iterate based on feedback, refining models and methodologies for production readiness.

Build and Deploy Scalable ML Solutions

  1. Design, develop, and deploy end-to-end AI/ML models on a cloud-based platform to solve complex commercial challenges.
  2. Owning the entire ML lifecycle, including data preprocessing, feature engineering, model selection, hyperparameter tuning, model validation, deployment, and monitoring.
  3. Optimize feature extraction techniques, implement robust model evaluation strategies, and ensure effective inference for real-time and batch scoring using a machine learning endpoint.
  4. Develop efficient and reusable ML workflows and pipelines, ensuring automated feature engineering, model retraining, and performance tracking across multiple projects.
  5. Implement and enhance MLOps strategies, integrating CI/CD, automated monitoring, drift detection, and model retraining mechanisms to maintain model integrity over time.
  6. Collaborate with data engineers and software engineers to integrate feature stores, scalable data processing pipelines, and model-serving frameworks into production applications, ensuring seamless deployment and reliability.

Tertiary qualified, this pivotal role is ideal for an experienced Senior Data Scientist who excels in a highly technical environment, thrives in hands-on problem-solving, and is passionate about building and deploying scalable ML & AI solutions.