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AI/ML Engineer

4 months ago

Bengaluru, India StaffRex Info Solutions Pvt Ltd Full time

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.

•    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.