Data Scientist
Role Description
As a data scientist you will be part of a team responsible for the development and delivery of big data platforms to optimize media spend and solve business problems. You will be designing, coding and implementing machine learning and AI solutions for our clients, or in support of our data/AI platforms.The role offers an excellent opportunity to work on a wide variety of GMP/GCP technologies and business industries. You will be a self-starter, have a natural curiosity and a desire to learn.
Required Experience & Skills
PhD or Master’s degree or equivalent in Computer Science, Artificial intelligence, Machine Learning, Mathematics, Applied Statistics, Physics, Engineering or related field.
4-5 Years relevant experience as a Data Scientist
Knowledge of data science concepts including, linear regression, logistic regression, correlation variance, standard dev, dimensionality reduction, unsupervised learning, parameter tuning, cross validation, boot strapping, forecasting and Imputation.
Hands on evaluation experience with understanding of data exploration, model comparison, model evaluation, insights/interference, and data Interpretation / insight analysis.
Experience within GCP is essential (BigQuery, Looker, LookML, Vertex, AutoML and Spark). Other cloud-based technologies such as Windows Azure, AWS are desirable.
Experience with analytic software tools and languages (e.g., SQL, R, TensorFlow, Python, SAS, SPLUS, and Eviews).
Understanding of media and the statistical algorithms typically used in Marketing Analytics. 2-4 years of experience in digital marketing/media is preferred.