Company Description Bosch Global Software Technologies Private Limited is a 100 owned subsidiary of Robert Bosch GmbH one of the world s leading global supplier of technology and services offering end-to-end Engineering IT and Business Solutions With over 28 200 associates it s the largest software development center of Bosch outside Germany indicating that it is the Technology Powerhouse of Bosch in India with a global footprint and presence in the US Europe and the Asia Pacific region Roles Responsibilities expertise in Python which is the programming language of choice for Machine Learning expertise in a common ML framework preferably PyTorch which we ve been using or TensorFlow both are huge popular knowledge of deep neural networks DNNs in particular recurrent neural networks RNNs such as LSTMs which we ve 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 Qualifications Educational qualification B E B Tech in ECE CS IT Experience 10 years Mandatory requires Skills ML Ops Python Pytorch Docker Kubernates DevOps Tensorboard GNNs CNNs Transformers Tensor Flow Preferred Skills

📌 Ml Architect (Karnataka)
🏢 Bosch
📍 Karnataka