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Job Location: Bangalore/Bengaluru
Summary
An experienced engineer who understands the product as well as the application of right technology at right time. Will be mentoring a team and supporting our global innovative product.
Your Role
- Apply machine learning, NLP, and deep learning methods to massive structured and unstructured data sets, classify documents, perform context analysis and extract complex patterns
- Leverage the latest advances in Deep Learning and NLP to develop scalable solutions to improve the overall product experience by ensuring high efficacy, low false positive and false negative rates
- Collaborate daily with a team of like-minded developers, product managers and other engineers to improve architecture, scalability, stability, and performance of our solutions.
- Build the best cloud-based AI/ML solutions to power intelligent enterprise services
- Work closely with product owners on detailed requirements and own your code from design, implementation, testing and delivery of high-quality solutions
Experience (Role requirements)
- 8 years of experience working with machine learning
- Expertise designing and training deep learning (DL) models in pytorch / tensorflow
- Hands on experience in working with huge datasets and building scalable data pipelines
- Expert knowledge on transformer-based models like BERT, and finetuning pretrained models
- Strong knowledge of machine learning algorithms such as CNNs, LSTMs, XGBoost/CatBoost , NLP frameworks like SpaCY, Gensim, NLTK, Byte Pair Encoding schemes, etc.
- Experience with building large, highly available distributed systems on Linux, Docker and Kubernetes
- Experience working with Docker, CI/CD pipelines, and familiarity with infrastructure as code principles will be an added advantage
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