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Data Analyst

2 months ago

Australia Exact IT Consulting Full time
About the Role

We are seeking a highly skilled Data Scientist to join our team at Exact IT Consulting. As a Data Scientist, you will play a key role in developing and maintaining advanced analytics solutions for operational and strategic purposes.

Key Responsibilities
  • Investigate, manipulate, and analyze large, complex datasets to identify trends and insights.
  • Design and implement predictive models, including machine learning and AI, to deliver measurable value.
  • Deploy models and data science solutions into production using ML Ops and CI/CD practices and enhance production solutions.
  • Collaborate with stakeholders on the design, build, and quality assurance of data science solutions to ensure effective data use for improved outcomes.
Requirements
  • Tertiary qualifications in business, statistics, computer science, actuarial studies, data science or equivalent.
  • Minimum 3 years' experience in advanced analytics and/or applied statistics.
  • Proven experience in developing Artificial Intelligence (AI) / Machine Learning (ML) models, including experimenting and selecting methodologies and techniques, conducting data investigations, preparing data, creating model features, training models, feature engineering, tuning models, and model evaluation.
  • Demonstrated experience working with the ML model lifecycle including but not limited to data ingestion (SQL, BigQuery or equivalent), Extract-Transform-Load (Python, Airflow, or equivalent), model pipelining (Vertex AI, Kubeflow or equivalent), ML Ops and governance (GitHub, GitLab, Jira & Confluence, or equivalent), and model/data evaluation and quality management.
  • Strong proficiency in SQL and Python.
  • Demonstrated experience working on hyper-scaling platform (e.g. AWS, Azure, GCP, etc.).
  • Demonstrated experience in communicating and engaging with both technical and non-technical stakeholder audiences to gather requirements, test hypotheses and interrogate results.
  • Demonstrated experience with MLOps and Continuous Integration / Continuous Delivery (CI/CD) practices and tools.
  • Demonstrated experience working with Agile methodologies and project management.
  • Demonstrated inquisitiveness – a desire to go deep into the heart of a problem, ask the right questions, and distil them into a clear set of hypotheses that can be tested.
  • Problem-solving skills and ability to think creatively.
  • Attention to detail and ability to work to tight deadlines.
  • Adaptability to changing requirements and priorities.
  • Ability to deal with uncertainty and focus on end-outcomes.
Desirable Skills
  • Experience working with healthcare data and clinical coding information.
  • Experience working in or with a healthcare organisation.
  • Post graduate degree in computer science, data science, statistics, business or equivalent.
  • Experience with Google Cloud Platform (GCP) stack, particularly BigQuery and VertexAI.
  • Experience with platform-as-a-service software (e.g. Docker) and infrastructure-as-code software (e.g. Terraform).
  • Strong stakeholder engagement and communication skills.