Strategic Data Modeler

3 days ago

Melbourne, Victoria, Australia beBeeData Full time $180,000 - $220,000

As a key player in the field of data-driven marketing, you will be responsible for developing and optimizing cutting-edge algorithmic models that drive business growth. This role requires expertise in machine learning, predictive analytics, and data visualization to design and build precision marketing models.

About the Role

You will work closely with cross-functional teams to develop and implement data-driven strategies for user acquisition, retention, and repurchase. Your primary focus will be on creating predictive models that optimize user growth and operational performance.

Key Responsibilities:
  • Design and develop core algorithmic models for marketing scenarios to improve efficiency and conversion rates.
  • Build precision marketing models based on user profiles, real-time behavioral data, and business objectives.
  • Develop data-driven strategies for user lifecycle management (acquisition, retention, repurchase) to optimize user growth and operational performance.
  • Validate and optimize models through A/B testing, causal inference, and attribution analysis.
  • Collaborate with data, product, and operations teams to drive the implementation of algorithms in marketing systems.
Requirements:
  • At least 3 years of experience in related fields, with a solid foundation in algorithms and programming.
  • Master's Degree or above in Computer Science, Statistics, Applied Mathematics, Machine Learning, or related disciplines.
  • Proficient in at least one programming language such as Python, Scala, or Java; familiar with big data processing frameworks like Hadoop, Spark, or Flink.
  • Strong understanding of machine learning algorithms, commonly used models in marketing scenarios, and tools such as TensorFlow or PyTorch.
  • Familiar with SQL/Hive and experienced in large-scale data cleaning, feature engineering, and model tuning.
  • Deep understanding of user growth, ad placement, and e-commerce marketing scenarios.

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