Description:
We’re looking for a senior machine learning (ML) engineer in our Growth Platform engineering group. You’ll join a small and focussed team who will help us to understand our users better so we can drive engagement and growth, and to improve their user experience.
What You'll Do
- Develop and implement ML models to improve user targeting and personalization for growth initiatives
- Design and build scalable ML pipelines for data processing, model training, and deployment
- Collaborate with cross-functional teams to identify potential ML solutions for growth opportunities
- Conduct A/B tests to evaluate the performance of ML models and optimize their impact on key growth metrics
- Analyze large datasets to extract insights and inform decision-making for user acquisition and retention strategies
- Contribute to the development of our ML infrastructure, ensuring it can support rapid experimentation and deployment
- Stay up-to-date with the latest advancements in ML and recommend new techniques to enhance our growth efforts
- Participate in code reviews and mentor team members
What We're Looking For
- 5+ years of experience applying ML to real-world problems, preferably in a growth or user acquisition context
- Excellent communication skills and ability to work effectively in cross-functional teams
- Strong problem-solving skills and ability to translate business requirements into technical solutions
- Strong programming skills in Python and experience with PyTorch
- Proficiency in data processing and analysis using tools like SQL, Spark, or Hadoop
- Experience with recommendation systems, user modeling, or personalization algorithms