Job ID: R0004744
Date Posted: Dec 8, 2021
Segment: Others (Including Headquarters and R&D )
Business Unit: Hitachi Regional Headquarters
Company Name: Hitachi India Pvt, Ltd.
Profession (Job Category): Engineering & Science
Job Type (Experience Level): Entry Level
Job Schedule: Full time
Duties and Responsibilities
Bachelor’s degree with STEM background (Science, Technology, Engineering and Management) with strong quantitative flavour.
Strong Fundamentals: The candidate is required to build quantitative models from first principles and hence need to have excellent understanding of basics in mathematics and statistics (e.g., differential equations, linear algebra, matrix, combinatorics, probability, Bayesian statistics, eigen vectors, Markov models, Fourier analysis).
Application Domain: The candidate is expected to specialize in any one of the following
Predictive Analytics, Time Series Analysis and Forecasting
Prescriptive Analytics and Mathematical Optimization
Exploratory Analytics and Simulation (Discrete-event, Monte-Carlo)
Computer Vision and Image Processing
Speech and Audio Signal Processing
Natural Language Processing
Multi-Modal Analytics and Sensors
It is required to have hands-on model implementation skills for any one of the above areas using any widely used technology stack (e.g., Python/Tensor Flow/OpenCV/Keras, Apache Spark/Scala/Java, R, SAS, RapidMiner, Azure, SageMaker, Watson)
Emerging Trends - Artificial Intelligence and Machine Learning: Basic Understanding of working principles of neural networks and underlying algorithms (e.g., convolutional-CNN), recurrent-RNN-LSTM-GRU, back-propagation, loss function, gradient descent)
Data Wrangling and Lifecycle Maintenance: Experience in building and maintaining the pipeline of analytics models, using commonly used methodology (e.g., Airflow, MLflow)
Communication: Ability to articulate key messages concisely and precisely
Collaboration: Excellent interpersonal and teaming skills