Data Scientist
Ecozen
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Pune, Maharashtra, India
Posted on Jul 29, 2024
Responsibilities:
- Build and optimize Data pipelines to enable effective data analysis using batch and stream processing technologies
- Build Data models and ML/AI based models to extract analytical and actionable insights for business
- Work with domain experts and physics based understanding of systems to evolve hybrid (Data + physics) based methods for interpretable and more robust models.
- Develop new monitoring indicators and their associated algorithms using time series prediction and anomaly detection techniques, with the final goal to deploy those using cloud-based tools.
Qualifications:
- Bachelors in CS/Statistics/Electrical Engineering/Mechanical Engineering
- Masters or PhD is preferred with experience (professional or research) in Lithium ion Battery modelling/simulation
- 3+ year of experience working with Data Science/AI based analytics and/or LIB design/modelling/simulation
Expected Skills:
- Knowledge of Data wrangling, Data cleaning, Data visualization skills
- Prior experience working with large volume time series data and data from real devices
- Knowledge in signal processing (Kalman Filters, Particle filters, Optimization algorithms etc.), Statistics, probabilistic machine learning techniques (like Bayesian statistics, RVM etc.)
- Programming skills in Python and working knowledge of deep learning frameworks like TensorFlow, Pytorch, Keras, LSTM, CNN etc
- Comfortable working with SQL/noSQL databases and AWS cloud services
Good to have Skills:
- Experience in Battery Data and understanding of Li-Ion battery physics
- Good analytical, debugging and tracing skills and practical understanding of clean code principles (SOLID, DRY, KISS)
- Experience in developing & deploying the end-to-end data science pipeline for production
This job is no longer accepting applications
See open jobs at Ecozen.See open jobs similar to "Data Scientist" Unreasonable.