Position Required Skills, Knowledge, And Abilities
Experience or knowledge in programming and handling data of various forms and sizes.
At least 5 years of hands-on experience in various models on NLP, CNN, RNN, LSTM, Transformer-based Clustering, Reinforcement Learning, Regression, etc.
Must have extensive knowledge of CV2, TensorFlow, PyTorch, Keras, and other deep-learning libraries.
Must have strong mathematical and statistical knowledge.
Must have good knowledge of NLP to contribute to ongoing projects.
Good knowledge of image classifiers, image captioning, image segmentation, and object detection.
Good understanding of attention mechanisms, activation functions, feature engineering, transformers (BERT, S-BERT), and recommendation systems.
Added advantage in understanding various databases, APIs, and file formats like JSON, PARQUET, and XML.
Must have hands-on SQL experience.
Good communication skills, able to handle projects alone or as a team.
Position Responsibilities
Build various NLP models for different applications from scratch.
Build recommendation systems from scratch with images and text.
Build expression analysis models with webcam input to understand emotions.
Build various ML models supporting Psychometric analysis from scratch.
Set up and manage AI/ML development and deployment in production infrastructure.
Identify transfer learning possibilities and build new training datasets wherever required.
Efficiently communicate with business stakeholders to make them understand AI/ML results and limitations and set the right timeline.
Take responsibility for projects and work with minimal guidance/training.
Stay updated about the latest AI/ML research relevant to our domain
