Data Analyst - R&D Job in Gurgaon at Maruti Suzuki India Limited

Maruti Suzuki is hiring for the role of Data Analyst - R&D!

Responsibilities of the Candidate:

• Architect a data-based solution for the business problem presented
• Collaborate with different MSIL Departments for their data requests & build solutions that automate their daily tasks thereby saving man hours
• Understand the Time-Series Telematics data generated from the vehicle
• Clean up and Prepare datasets for modeling, get involved in ETL process if required
• Build KPIs/metrics by applying data transformation techniques such as aggregation, resampling, filtering etc.
• Present the descriptive stats and insights to the domain experts. Find meaningful patterns in data, detect seasonality and trend, establish cause and effect relationships in data.
• Develop and test hypotheses in collaboration with the domain experts
• Design features, shortlist features, study feature importance, decide the ML strategy.
• Build data pipelines for data extraction, cleaning, transforming, feature extraction, and machine learning

Requirements:

• Must have a hands-on experience with Python. Worked on libraries- Numpy, Pandas, Matplotlib
• Experience building and training machine learning models for classification, regression and clustering (e.g. Generalized Linear Models, Boosting, Decision Trees, Neural Networks, SVM, Bayesian Methods, time series models, KMeans, Hierarchical clustering etc.)
• Knowledge about summarizing data, and generating graphs, charts, and reports.

Desirable:

• Experience with BI tools - Power BI, IBM Cognos etc.
• Experience building RESTful APIs.
• Experience with back-end/front-end development
• Working experience with cloud computing platforms such as AWS / IBM
• Ability to write scalable SQL queries
• Experience in Spark or other distributed computing frameworks
• Experience in time-series/IoT data analytics
• Exposure to automotive systems, automobile basics, Controller Area Network protocol (CAN protocol) etc.