Job Location: Visakhapatnam
Responsibilities:
- 2-4 years of extensive experience in NLP, Machine Learning and Deep Learning
- Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, CNNs, etc.
- Hand-on experience on building DL models from scratch for different NLP problems like Text Classification, NER etc.
- Very good experience with common data science toolkits of Python like numpy, pandas, PyTorch.
- Excellence in at least one of these is highly desirable
- Experience with data visualisation tools like matplotlib, pyplot..etc
- Good applied statistics skills, such as distributions, statistical testing, regression, etc.
- Understanding of traditional and advanced NLP techniques for text representation, semantic extraction techniques, data structures and modelling.
- Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms
- Deployment of Machine Learning and Deep Learning algorithms on cloud based services (AWS ge maker, GCP MLE, Digital Ocean, etc.)
- Contribution to building and enhancement of ML / DL model used in job posting.
- Also building different recommendation models to improve job ranking.
Required Skills:
- An analytical mind with problem-solving abilities.
- Expertise in con?guration management systems CI/CD (Docker, Kubernetes, etc.)
- Frameworks – Pytorch/Tensorflow, Keras, scikit-lear
- Programming Languages – Python
- Database – Mongodb/SQL
- Strong communication skills
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