As a Junior Data Scientist you will work on all aspects of the design, development and delivery of data products including problem definition, data acquisition, data exploration and visualization, feature engineering, experimenting with algorithms, machine learning, evaluating and comparing metrics, deploying models, iteratively improving the solution and building the tools for this process etc.
You will work with data from diverse structured and unstructured data sources in both batch and streaming modes, and potentially various formats including tabular, image/video, audio, text and time series.
Analysis of customer data through segmentation, clustering & predictive modelling
Quantitive modelling on commercial data
Exploratory analysis on data
R&D projects to advance the data practice
Knowledge of common data science techniques including data preparation, exploration and visualisation
Knowledge of data mining techniques in one or more areas of statistical modelling methods, time series, text mining, optimization, information retrieval
Ability to prototype statistical analysis and modelling algorithms and apply these algorithms for data driven solutions to problems in new domains.
Maths, Computer Science or equivalent degree
Experience with Hadoop, Spark, Impala or equivalent.
SQL and database technology
Data science or analytical background
Scoping and researching
Marketing / Customer analytics