Job Title: Data Scientist
The ideal candidate should be adept at using large data sets to find opportunities for Product and Process optimization and using models to test the effectiveness of different courses of
action. They must have strong experience using a variety of AI/ML/Data Analysis methods, using a variety of Data Algorithms, building and implementing models, using/creating
algorithms and creating/running simulations. They must have a proven ability to drive business results with their data-based insights. They must be comfortable working with a
wide range of stakeholders and functional teams. The right candidate should have passion for discovering solutions hidden in large data sets and working with stakeholders to improve
Understand Product Requirements and develop required AI/ML Methods
Query databases (PostgreSQL) to assemble large, complex data sets that meet functional/non-functional business requirements.
Use predictive modelling to increase and optimize customer experiences and product features
Apply data science techniques, such as Machine Learning, Statistical Modelling, and artificial intelligence and chose one or more potential models and algorithms for different product
5-7 years of overall experience in manipulating data sets and building statistical models.
3+ years of experience in data analyst role
2+ years of experience using SQL is required
Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets. Deep knowledge in R programming
Experience working complex data architectures.
Knowledge in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.
Knowledge and exposure to advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modelling, clustering, decision trees, neural
Excellent written and verbal communication skills for coordinating across teams.
Experience with distributed data/computing tools: Spark or any other latest technologies
Experience designing and building automated reporting dashboards with data visualization (ggplot) is desired