Job Location: Bangalore
Aufgaben
Data Scientist (Battery Modelling and Ageing )
About MBRDI
Mercedes-Benz Research & Development India Headquartered in Bengaluru was founded in 1996 as a captive unit to support Daimler’s research, IT and product development activities. We focus on topics ranging from computer-aided design and simulations (CAD, CAE) for powertrain, chassis and exteriors to embedded systems, telematics and developing various IT applications and tools. The satellite office in Pune specializes in interior component designs and IT engineering. It is now one of the largest global R&D centers outside Germany, employing more than 3000 + skilled engineers. It aims to partner closely with suppliers in India for its activities in product development and IT services.
“We are an equal opportunity employer and value diversity at our company”.
Job Description:
The position presents a unique opportunity to leverage Machine Learning techniques to study the sensor and vehicle time series and signal data.
Expected Skills:
About MBRDI
Mercedes-Benz Research & Development India Headquartered in Bengaluru was founded in 1996 as a captive unit to support Daimler’s research, IT and product development activities. We focus on topics ranging from computer-aided design and simulations (CAD, CAE) for powertrain, chassis and exteriors to embedded systems, telematics and developing various IT applications and tools. The satellite office in Pune specializes in interior component designs and IT engineering. It is now one of the largest global R&D centers outside Germany, employing more than 3000 + skilled engineers. It aims to partner closely with suppliers in India for its activities in product development and IT services.
“We are an equal opportunity employer and value diversity at our company”.
Job Description:
The position presents a unique opportunity to leverage Machine Learning techniques to study the sensor and vehicle time series and signal data.
Expected Skills:
- Excellent Problem Solving Skills.
- Excellent communication skills with ability to present solutions in a clear articulate way to both Senior Management and Staff level.
- Knowledge on wavelets and wavelet transformation is a must.
- Expertise is statistics is a must. Knowledge on probability distributions is a must.
- Expertise in Machine Learning and Deep Learning using Python and Pyspark.
- Experience in working on clustering and anomaly detention on signal data.
- Must have demonstrated building high accuracy regression, classification models using statistics based learning or Deep Learning. Experience of working with LSTM, XGBoost, LGBM, ARIMA/ARIMAX is a must. Should have exposure to techniques like Market basket analysis.
- Demonstrated ability to work with a variety of Deep Learning frameworks including Tensorflow, Keras, CNTK etc.
- Must have Hands on experience in PySpark (Dataframe and RDDs).
- Must have hands on experience on Databricks, MLFLow, Airflow.
- Have experience in handling data workflow and monitoring big data application.
- Familiarity with data engineering is also a must. Should have experience is writing complex queries for data extraction.
- Good to have knowledge on working with Genetic Algorithms.
- Good to have Azure knowledge or any cloud experience.
Qualifikationen
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