Are you a talented Data Scientist wishing to gain specialism in Marketing and Commercial?
This opportunity to join a ‘household name’ company and build a strong reputation within Data Science is for you!
This is a great opportunity for a strong Data Scientist to step into a Marketing and Commercial specialism – bonus if you have already worked on MMM and other marketing Data Science techniques.
Key Responsibilities
- Developing data science models for Marketing, Commercial and Digital
- Work closely with product owners, data engineers and machine learning engineers to deliver high quality data science powered solutions to interesting problems
- Help prepare datasets to train and validate machine learning models
- Define and implement metrics to evaluate the performance of the models, both for computing performance (such as CPU & memory usage) and for ML performance
- Manage the lifecycle of our machine learning models, including monitoring, gathering data for retraining, and redeployments
- Drive marketing automation, e.g. audience targeting and profiling, content production, digital marketing campaigns optomisation etc
Your Technical Background
- Experience developing machine learning models and creating software pipelines within a marketing and commercial environment
- Machine learning algorithms understanding
- Deep understanding of Statistical/Probabilistic programming and Linear Algebra
- Proficiency with statistical learning methods
- Experience with Deep Learning, Reinforcement Learning, Natural Language Processing, Computer vision, Time Series Analysis, and/or Optimization
- Experience with ML at scale
- Python, R and SQL
- Experience with either TensorFlow, PyTorch, Spark MLlib, MS Azure, Keras, or scikit-learn