About the Job
Key responsibilities:1. Analyze large datasets from Li-Ion battery testing, including data from Incremental Capacity Analysis (ICA), Differential Voltage Analysis (DVA), Electrochemical Impedance Spectroscopy (EIS), and long-term cycling studies
2. Develop and implement machine learning models (supervised and unsupervised) to predict battery State-of-Health (SoH), State-of-Charge (SoC), and Remaining Useful Life (RUL)
3. Integrate physics-based models (e.g., equivalent circuit models, electrochemical models) with machine learning approaches for hybrid diagnostics and prognostics
4. Extract and engineer diagnostic features from raw battery data to identify degradation patterns and failure modes
5. Collaborate with hardware and embedded teams to integrate diagnostic algorithms into embedded platforms and cloud-based analytics tools
6. Visualize and communicate complex data insights effectively through dashboards, reports, and presentations
7. Stay updated with the latest research in battery diagnostics, degradation modeling, and advanced analytics.
Number of Openings
1 openingsPerks of this Jobs
Informal dress code Free snacks
Skills
MATLAB, Python, Algorithms, Machine Learning, Computer Vision, Simulink, Data Visualization, Amazon Web Services (AWS), Deep Learning, Data Analysis, Battery Management Systems, PyTorch, RNN (Recurrent Neural Network), CNN (Convolutional Neural Network), Model Evaluation, Keras, Plotly, Data Engineering, Model fine-tuning
Similar Job Programs
Remote Video Editor Job at Synergy Imperia Beverages Private Limited
Synergy Imperia Beverages Private Limited
INR 200000- /year
23 August, 2025
1 years
full time
Remote Trading Expert Using AI Job at Hftsolution
Hftsolution
INR 300000-320000 /year
23 August, 2025
1 years
full time
Course Coordinator Job in Mumbai at Indian School Of Media
Indian School Of Media
INR 300000- /year
23 August, 2025
1 years
full time
STEM Innovation Engineer/Mentor Job in Multiple locations at Stemmantra Technologies Private Limited
Stemmantra Technologies Private Limited
INR 220000-346500 /year
23 August, 2025
Fresher
full time
