Organization: Wipro India
Position: Domain Architect
- Strong experience in architecting and development of ML, NLP based projects is a must
- Strong track record of ML led solution development from scratch
- Solid hands-on experience as Python Developer (very strong Python credentials only apply)
- Strong experience of custom Entity Recognition, custom embeddings, transformer models like BERT, GPT, T5 etc.
- Experience on Question Answering systems, text summarization, knowledge graphs is must
- Hands on experience working on noisy text like OCR, Speech to Text, Scene text
Experience working on language detection, mix languages would be added advantage.
- Should have created/worked on data labelling tools, frameworks, and strategies.
Hands-on experience using ML frameworks like Tensorflow, PyTorch, MxNET, Caffe and Keras.
- Use of Spacy, NLTK, Gloves, RegEx etc is expected as well.
- Experience to develop & deploy production grade NLP & ML models is a must.
- Experience of using/customizing cloud providers AI/ML services
- Strong track record of customer engagements and requirement creation.
- Team Leading capabilities
- Proven effective oral & written communication skills
- Experience in Agile based development methodology
- Experience in leading Customer interactions
- Knowledge of distributed training for large models will be an added advantage
- Experience of model performance optimization frameworks like OpenVINO, ONNX, TensorRT is added advantage.
- Papers in high tier conferences/journals is an advantage
Job Description / Roles & Responsibilities (in Detail):
This job requires candidates to lead the design & development of Natural Language Processing(NLP) based cognitive pipelines. The candidate will be responsible for creating & managing the NLP pipelines for multiple solutions. He/She is responsible for designing requirement specific text processing implementations using micro-services architecture. Candidate is expected to explore & implement latest technologies & algorithms wherever applicable. Candidate will also be responsible for creating architecture & design documents. Responsibility also involves creating highly optimized & scalable ML modules using NLP and rule-based pipelines.
Experience: 9-13 years
Job Location: Pune, Benguluru, Chennai