What is a data scientist?
a hybrid of data hacker, analyst, communicator, and trusted adviser. The combination is extremely powerful and rare.
Tom Davenport, Professor at Harvard Business School
Typically includes creating various machine learning-based tools or processes within the company, such as recommendation engines or automated lead scoring systems.
People within this role should also be able to perform statistical analysis.
Develop the data structure and reporting for of Proof of Concept under an international consortium, of an innovative sales platform
Participate in a dynamic team focusing on the analysis of data towards sales decision generation.
Data mining using state-of-the-art methods. Selecting features, building and optimizing classifiers using machine learning techniques
Enhancing data collection procedures to include information that is relevant for building analytic systems including third party sources of information when needed
Processing, cleansing, and verifying the integrity of data used for analysis
Manage Ad hoc request for executing analysis and present the results in clearly and concise
Creating automated anomaly detection systems and constant tracking of its performance
Degree in Data Science or Machine Learning or Artificial Intelligence or similar
Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, etc
Experience with common data science toolkits, such as R, Weka, NumPy, MatLab, etc
Excellence in at least one of these is highly desirable
Great communication skills
Experience with data visualisation tools, such as D3.js, GGplot, Power BI, Tableau, Sisense, etc
Proficiency in using query languages such as SQL, Hive, Pig
Experience with NoSQL databases, such as MongoDB, Cassandra, HBase
Good applied statistics skills, such as distributions, statistical testing, regression, etc
Good scripting and programming skills including excel and Powerbi
Excellent knowledge of English, knowledge of an another European language is an asset
More than 5 years of experience as a Data Scientist or similar
Rhône-Alpes / Auvergne - France