Machine Learning Intern

ABOUT THE ROLE

In this position, you will be responsible for developing and optimizing Machine Learning models for Cloud-AI. In addition, responsibilities working as a part of CloudSek’s Data Science team which is researching and prototyping cutting-edge ML/DL techniques to build the world’s best cloudrisk assessment platform. This includes fast prototyping of DL models with high-level libraries like Keras and robust implementation, taking full advantage of leading frameworks.

Required skills

• Fundamental understanding of mathematical techniques involved in ML and DL schemas (Instance-based methods, Boosting methods, PGM, Neural Networks, etc.)
• Thorough understanding of state-of-the-art DL concepts (Sequence modeling, Attention, Convolution, etc.) along with a knack to imagine new schemas that work for the given data.
• NLP expertise, especially in Language modeling, at-least experience in using pre-trained language models (Transformer /GPT /BERT)
• Great programming skills with expertise in Python development standards
• Fluency in Python package ecosystem especially ML/ DL packages like TensorFlow, PyTorch, etc.
• Functional expertise in DL modeling practices specific to data at hand (Size of model, training procedures, hand-designed layers, etc)
• Familiarity with code production standards and version control systems

Good to have skills

• Basic understanding of the cyber security domain.
• Vivid interest in data accumulation (Data hunter) and automated data gathering expertise.
• Basic hands-on experience in at least one database search engine and NoSQL document storage (Elasticsearch, MongoDB etc)

Please Note :

• The duration of this internship will be 6 Months.
• We are currently looking for candidates who can work from the Bangalore office at least 2 days a week (we have 5 days working, Saturday and Sunday off)
• We are looking for candidates who can join us immediately.