Data Scientist - Beinex

Highlights

Job Description

Responsibilities

• Identify valuable data sources and automate collection processes.
• Undertake preprocessing of structured and unstructured data.
• Analyse large amounts of information to discover trends and patterns.
• Build predictive models and machinelearning algorithms.
• Combine models through ensemble modelling.
• Present information using data visualization techniques.
• Propose solutions and strategies to business challenges.
• Collaborate with engineering and product development teams.

Key Skills Requirements

• Experience in data mining
• Understanding of machinelearning and operations research
• Knowledge of R SQL and Python; familiarity with Scala Java or C is an asset
• Experience using business intelligence tools (e.g. Tableau) and data frameworks (e.g. Hadoop)
• Analytical mind and business acumen
• Problemsolving aptitude
• Excellent communication and presentation skills
• Knowledge and experience in statistical and data mining techniques: GLM/Regression Random Forest Boosting Trees text mining social network analysis etc.
• Experience querying databases and using statistical computer languages: R Python SLQ etc.
• Experience using web services: Redshift S3 Spark DigitalOcean etc.
• Experience creating and using advanced machine learning algorithms and statistics: regression simulation scenario analysis modeling clustering decision trees neural networks etc.
• Experience analysing data from 3rd party providers: Google Analytics Site Catalyst Coremetrics Adwords Crimson Hexagon Facebook Insights etc.
• Experience with distributed data/ computing tools: Map/ Reduce Hadoop Hive Spark Gurobi MySQL etc.
• Experience on Deep Learning models for audio and visual data analytics