Lead Data Scientist
- Design, implement, and maintain machine learning pipelines in Databricks and AWS that enable real-time data-driven decision-making
- Work closely with the Director of Data Science and cross-functional teams to identify data requirements, define data and ML models, and develop scalable solutions to support our growing data needs
- Build, maintain and monitor data products that ensure data quality, accuracy, and availability
- Continuously monitor and evaluate data infrastructure performance, and identify opportunities for improvement and optimization
- Ensure compliance with data security and privacy policies, and implement appropriate access controls and data governance frameworks
- Oversee data scientist, and senior data scientist project execution providing senior mentoring, leadership, and guidance.
- Lead the execution and planning of large data science projects, including quality and best practices.
- Collaborate with stakeholders to understand organizational objectives and translate them into data-driven solutions.
- Contribute to the ongoing day to day running of the Data Science team, including learning pathways, best practices, and innovation.
- Bachelor's or Master's degree in Computer Science, Statistics, Engineering, or similar technical field/experience
- Hands-on data science expertise with code-based model development e.g. R, Python
- Strong knowledge of deploying end-to-end machine learning models in Databricks utilizing Pyspark, MLflow and workflows
- Strong knowledge of data platforms and tools, including Hadoop, Spark, SQL, and NoSQL databases
- Communicate algorithmic solutions in a clear, understandable way. Leverage data visualization techniques and tools to effectively demonstrate patterns, outliers and exceptional conditions in the data
- Knowledge working with structured and unstructured data formats
- Experience designing and implementing data pipelines and ETL processes is a plus
- Good knowledge of ML ops principles and best practices to deploy, monitor and maintain machine learning models in production
- Familiarity with Git and MLflow for managing and tracking model versions
- Experience with Kafka is a big bonus
- Experience with cloud-based data platforms such as AWS or Google Cloud Platform.
- Proven track record of running large scale mission critical data infrastructure in production
- Experience with container technologies (such as Docker) and orchestration technologies (such as Kubernetes)
- Experience working in ecommerce or retail industries is a plus
- An understanding of security measures related to ML models ensuring adherence to data privacy regulations
- Excellent problem-solving and analytical skills, with the ability to identify and resolve complex data infrastructure issues
- Proficient collaborating with business stakeholders, data engineers, and data scientists to understand their requirements to implement of machine learning models
- A deep product focused mindset, with a desire to understand your customers and what will make their use of your output easier and more efficient
- Curious by nature, enjoy looking into problems around your core tasks, experimenting with potential solutions
- Passionate about machine learning and be able to convey a thorough understanding of how data science can support better decision making
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