VMock
Location
Gurgaon | India
Job description
Responsibilities: Research: Stay up-to-date with the latest research in NLP/NLU space and work on various problems like NER / Token Classification, Recommender Systems and Ontology & Graph Algorithms. Design: Take ownership for Python Applications within the team and work independently to ensure its launch, improvement and maintenance and participate in product design discussion and decisions. Implement: Enhance current product features and proactively develop new features which have a reasonable value proposition for the end-user and suggest improvements and optimizations in deployed algorithms and implement the same while participating in agile development and managing deliverables. Collaborate: Partner with product managers to make data driven decisions and help solve problems for end-users as well as other data science teams to establish and follow organizational best practices. Leadership: Perform technical reviews and bring overall leadership within the team and provide mentorship and training to junior team members.
Requirements: B.Tech / M.Tech from a top-tier engineering college with a strong mathematical background. 3+ years of experience in Machine learning, 3+ years of experience working with NLP/NLU based technologies. Experience in machine / deep learning frameworks such as Pytorch / TensorFlow and good knowledge of RNN/LSTM, Transformer Models, LLMs, Transfer Learning, Ensemble Learning as well as classical ML techniques like LDA, SVD and Clustering. Strong Python Programming skills and familiarity with back-end development / devops – Flask, uWSGI, Celery, Docker, Kubernetes. Bonus: Prior experience with AWS services ECS, Sagemaker and familiarity with platforms like MLFlow for managing ML lifecycle and experimentation. Strong problem solving skills and readiness to learn new concepts and apply them to find practical solutions to complex problems Reasonable communication and teamwork skillsJob tags
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