Posted:21 hours ago| Platform: Naukri logo

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Roles & Responsibilities : expertise in Python, which is the programming language of choice for Machine Learning expertise in a common ML framework, preferably PyTorch, which weve been using (or TensorFlow, both are huge+popular)
knowledge of deep neural networks (DNNs), in particular recurrent neural networks (RNNs) such as LSTMs, which weve been using includes knowledge about optimizers, loss functions etc.
maybe also expertise in time series prediction this is specific to the conferencing system
time series prediction and recurrent neural networks are closely linked for other products, it might be less relevant other big types of DNNs (besides RNNs) are:
Convolutional Neural Networks (CNNs), especially for image recognition Generative Adversarial Networks (GANs), especially for synthetic data generation
Transformers (more recent hype), especially in LLMs or other time-series prediction problems where the time series span over very long horizons (like text, which can have correlation over whole chapters)
there s more, but these are the really big ones I d say, so the candidate should know what they re used for
experience in implementing neural network architectures in a machine learning framework
i.e. have they worked on implementation projects before
experience in training and evaluating ML models with large data sets, preferably using TensorBoard
TensorBoard is the software that collects and visualizes model performance data during/after training
knowledge in statistics, in particular probability distributions, and experience in evaluating model performance and system benchmarks in statistically sound ways, such as using empirical distribution functions (i.e. cumulative distribution functions (CDFs) and similar), 95%-confidence intervals, etc.

Mandatory/requires Skills :

Preferred Skills :

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Robert Bosch Engineering and Business Solutions Private Limited logo
Robert Bosch Engineering and Business Solutions Private Limited

Engineering and Technology Services

Chennai

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