Roles and Responsibilities:
Collaborative workbench: work closely with business units, data governance and data
engineer teams to get the business requirement and provide some ad-hoc analysis.
Working independently to identify the data issue, formulate the analysis framework, online
research and provide the result on time
Structured data cleansing and feature engineering: Develop data cleansing pipeline for high
volume data massaging and data exploration, including value fulfill rate checking, missing
value imputation, outliers’ detection and correlation checking
NLP: Explore and apply the state-of-the-art machine learning techniques to extract
information from unstructured data, like json, html files and web logfile.
o Develop a variable selection pipeline to select out the features with
o Model development: work closely with the teammate to develop machine learning
algorithms, like random forest, logistic regression, neural network, BERT and etc.
(supervised and unsupervised learning)
o Insights interpretation and have continuous integration/continuous delivery mindset
o End-to-end delivering the work, including the analysis documentation and
Some admin work, like requirement ticket raising to get data/business owner approval and
communicate/follow up with the process
Major in Data science, computer science, statistics, mathematics or equivalent experience — graduate degree preferable
Sound business knowledge in insurance industry will be a plus
Excellent analytical capability and understanding of various ML and analytical techniques
Proficiency in python or other coding language, like R, Scala and Spark
Familiarity with business visualization tools (e.g. PowerBI or Tableau)
Strong mathematics skills (e.g. statistic, algebra) and working knowledge of statistics
Experience with cloud solution such as Azure, Google and AWS will be a plus
Analytical with problem solving mindset, and ability to identify innovation opportunities,
define and deliver result
KEYTEO is an international and independent group, which grows in a cooperative spirit. Being determined to evolve through an open communication, our employees are directly involved in the center of our projects. We are sure: by forming a team, we will be able to achieve our common goal ! KEYTEO also supports companies in the optimization of their performance. Our expertise in the Digital Transformation and Industry fields allows us to make the link between our employees' knowledge and our clients' expectations. The human size of Keyteo ensures the flexibility and a close collaboration between our teams. Moreover, our main values accompany our actions in order to realize to best your projects.
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