Job Location: Bangalore
Roles & Responsibilities:
- Work on complex and variety of data to solve real-world problems in Manufacturing
- Build predictive, forecasting, optimization and simulation models using statistics, Machine Learning and AI programs
- Work in a multi-disciplinary environment
- Responsible for end-to-end development of model starting with requirement analysis, data exploration, data extraction, feature engineering, model selection, tuning and deployment
- Build data pipelines to integrate data from disparate data sources
- Present impact, insights, outcomes & recommendations to key business partners and stakeholders
- Own small-to-medium features from technical design through completion
Expectations:
- Ability to work with senior leaders. Strong analytical and technical capabilities and aptitude
- High Level of Business analysis skills., business & data understanding, data analysis, transforming data into actionable business information
- An ability to perform well in a fast-paced environment
- Highly detail-oriented, a strong commitment to timely execution of tasks and capability to work on multiple projects in parallel
- Willing to learn new technologies
Requirements:
- Bachelor’s/Master’s degree in business/statistics/mathematics/engineering with a proven track record of exceptional performance (discipline is flexible but enthusiasm and attitude for analytics is not)
- 2-4 years of professional experience in analytics
- Good understanding of RDBMS, Microsoft Excel and experience with SQL
- Sound understanding of Statistics, Machine Learning algorithms
- Hands-on experience with tools like Python, Spark, Scala, H2O
- Working experience with Linux systems
Good to Have:
- Experience in the Manufacturing domain
- Working knowledge of multivariate time series data
- Scala experience
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