Research Fellow (Computer Science/Electrical Engineering)
The Energy Research Institute @ NTU (ERIAN) invites applications for the position of Research Fellow.
Key Responsibilities:
Advance our Metaverse driven Bigdata fusion platforms development efforts by working closely with other Bigdata Data, Analytics and Automation professionals and Advanced AI experts to understand complex business problems and co-create digital solutions driven by data science models
See your A I and ML algorithms and solutions get scaled and deployed, while learning from your mistakes
Identify better data science approaches and methods to innovate across the Smartgrids, Smartfactroies through team challenges, to collaborations with external industry disruptors
Ask and answer questions in large datasets and have a strong desire to create strategies and solutions that challenge and expand the thinking of everyone around you
Collaborate in cross functional teams to co-create solutions to business problems, bringing a combination of data science expertise with business acumen to drive pragmatic, business driven value.
Keeping abreast of latest developments in the field and identifies opportunities to apply within our organization
Job Requirements:
PhD in Computer Science, or Electrical Engineering from a reputed institute
Must have 3 years of experience with a research orientation and deep problem-solving capabilities
Must have a solid understanding of Machine Learning concepts and Statistical Algorithms
An experience in building FFT models shall be a great advantage
Must have experience in developing ML models like Auto-encoders, Random Forest, SVM etc
Must have a good hands-on experience on Python Programming, Pandas, Numpy, Matplotlib, TensorFlow, Keras and other AI Libraries
Must have a hands-on experience on OpenCV, TensorFlow, Kuda, CNN models
Must have experience in deploying AI Models to Production
Experience in understanding business needs and translating to a data-science problem
Able to generate new ideas and to effectively communicate about these ideas
Passion for cutting edge Artificial Intelligence/machine learning technologies.
Knowledge of Cluster Analysis, Classification Trees, Discriminate Analysis, Neural Networks, Deep Learning, Logistic Regression, Associations Analysis and SNA
Excellent problem solving and Communication skills.
Passion for R&D and technical excellence, self-motivated, strong problem analysis and solving skills.
Effective verbal and written communication and a spirit of collaboration in a rapidly growing team
Solid Python Programming skills
Pandas, Numpy, MatplotLib, Scikit-learn, StatsModel, TensorFlow, Keras, Open CV
ML Model development
Docker
RESTful API using Flask
CI / CD Pipeline, GitLab
We regret that only shortlisted candidates will be notified.
Hiring Institution: NTU
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