19 Aug
|
Maruti Suzuki India
|
Gurugram
19 Aug
Maruti Suzuki India
Gurugram
Job Role & Responsibilities:
- Data Solutions Architecture: Develop innovative data-driven solutions for business challenges using Telematics/Time series data.
Collaborate with domain experts to gain automotive insights.
- IoT Device Mastery: Understand the Telematics Control Unit (TCU) and the time-series data it generates.
- Data Landscape Analysis: Evaluate data adequacy and establish a comprehensive understanding of the data landscape.
- Feature Engineering: Design and select features, study feature importance, and decide on the machine learning strategy.
- Reporting & Visualization: Create comprehensive reports and visualize data using plots and heat maps.
Technical Skills / Experience Essential:
- Machine Learning Expertise: Experience with machine learning algorithms (e.g., Generalized Linear Models, Boosting, Decision Trees, Neural Networks, SVM, Bayesian Methods, time series models).
- Hands-on Experience: Proficiency in using machine learning models for regression, classification, and unsupervised learning algorithms.
- Cloud Computing:
Experience with cloud platforms such as AWS, Azure, or Google Cloud Platform.
- Programming Skills: Robust programming skills in Python, with experience using libraries like pandas, numpy, matplotlib, and sklearn.
- Data Visualization: Proficiency in data visualization techniques and tools.
- MLOps: Exposure to MLOps and model deployment in production environments.
- SQL skills: Experience working with relational and non-relational databases.
Desirable
:
- Databricks Platform: Experience with Databricks for big data processing and machine learning.
- Distributed Computing: Experience with Spark or other distributed computing frameworks.
- AutoML Tools: Understanding of tools like AWS Sagemaker, Databricks AutoML and IBM AutoAI.
- Telematics Data Analytics: Experience in time-series/IoT data analytics, including data streaming from vehicle on-board IoT devices.
- Automotive Systems Knowledge: Exposure to automotive system
📌 Senior Data Scientist (Gurugram)
🏢 Maruti Suzuki India
📍 Gurugram