We are looking for a Data Scientist that will help us discover the information hidden in vast amounts of data, and help us make smarter decisions to deliver even better products. Your primary focus will be in applying data mining techniques, doing statistical analysis, and building high quality prediction systems integrated with our products.
2+ years of relevant work experience.
Excellent understanding of machine learning techniques and algorithms, such as Regression, k-NN, Naive Bayes, SVM, Decision Forests,Recommender systems etc.
Experience with common data science toolkits, such as R, Python. Excellence in at least one of these is highly desirable.
Proficiency in using query languages such as SQL.
Experience with data visualisation tools, such as GGplot, Matplotlib, D3.js etc.
Good applied statistics skills, such as distributions, statistical testing, regression, etc.
Good scripting and programming skills.
Data-oriented personality with good communication skills.
Fetching required data from various sources & enhancing data collection procedures to include information that is relevant for building analytic systems.
Data mining using state-of-the-art methods.
Extending company’s data with third party sources of information when needed.
Processing, cleansing, and verifying the integrity of data used for analysis.
Selecting & building features, creating and optimizing classifiers and regression models using machine learning techniques.
Doing ad-hoc analysis and presenting results in a clear manner.
Creating automated anomaly detection systems and constant tracking of its performance.