Sr Research Scientist ( AI ) @ Hitachi

Duties and Responsibilities:

Mandatory Requirements:

1. Academic Qualification: Bachelor s degree with STEM background ( Science, Technology, Engineering and Management) with strong quantitative flavo u r .

2. 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, e igen vectors, Markov models, Fourier analysis).

3. Application Domain: The candidate is expected to specialize in any one of the following

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)

4. 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); Good understanding of AI to Industrial Automation, Introduction to the emerging technology trends like Additive Manufacturing, Quantum Computing.

5. Data Wrangling and Lifecycle Maintenance : Experience in building and maintaining the pipeline of analytics models, using commonly used methodology (e.g. , Air f low, ML f low )

6. C ommunication : Ability to articulate key messages concisely and precisely

7. Collaboration : Excellent interpersonal and teaming skills

Additional Preference:

1. Advanced Qualification: PhD in any Quantitative Discipline

2. Eminence: Patents, publications, thought leadership, invited speakership and conspicuous presence in refereed platforms or forums of repute.