Core duties and responsibilities:
- Developing predictive models on large-scale datasets to address various problem by leveraging on advanced statistical modeling, network analysis, machine learning and data mining techniques.
- Engage in both exploratory data analysis and predictive models to identify data trends and anomalies.
- Work closely with experts across the field to optimize and iterate working models.
Skills and Experiences:
- Deep understanding of complex system, statistical modeling, machine learning and data mining concept
- Knowledge of ETL, ANOVA, Natural Language Processing, clustering, statistical inference and multivariate analysis
- Track record of solving problems with analysis tools such as Matlab or R
- Strong analytical and quantitative problem solving ability
- Proficient in one or more programming languages such as Python, Java and C