Data Scientist


| Singapore

Salary (USD) Not specified

Full Time | 0 Applicant(s)

Posted: 14 Mar 2019

Skills required

Machine learning

About Company

CloudStream is an innovative and diverse global services provider, which is focused on supporting and transforming technology development, talent and operations

Job Description

As a successful applicant, you will have a Masters or PhD in Machine Learning / Statistics / Mathematics / relevant quantitative field.

You will have 7 - 10 years experience and be working as a Senior Data Scientist with managerial responsibilities.

Strong track record in solving analytical problems using quantitative and machine learning approaches

Deep experience in common machine learning techniques such as Random Forests, Boosting, Regularized Regression, Naïve Bayes Classifiers

Deep experience working with and coding in R, R Shiny, Python

Deep experience in testing and measurement (A/B, multivariate, inferential measurement e.g. Causal Impact)

Working knowledge of advanced machine learning such as Deep Neural Networks, Support vector machines, Reinforcement learning and Bayesian networks

Working knowledge in classical statistics (Regression, Clustering, Optimization, Time Series, Probability)

Working knowledge of data visualization concepts in reports (Tableau, Power BI) and specialist tools (D3 or equivalent)

Fluency extracting and combining complex, high-volume, high-dimensionality data from multiple sources (enterprise, proprietary, IoT, public domain), including unstructured data (comment threads, audio, video)

Working knowledge working with large data sets, experience working with distributed computing tools a plus (Apache Spark, Hive, Imp ala)

Working knowledge working in Microsoft Azure / AWS/ GCP and scaling analytic products over GPUs in the cloud

Reach out to me at [email protected]