Data Scientist

Data Scientist

We are looking for a data scientist to create new and optimize existing models in the domains of Text and Audio, that will enhance communication experience and provide amazing end user features.

Please note - The job requires hands on experience and the ability to build production ready algorithms/models.

Please apply only if you stay in Bangalore. This role requires to come to office atleast 2-3 days in a week.

What will you do

• Leverage company data to drive business solutions.
• Research and implement POCs for new products and ideas.
• Develop highly scalable algorithms and models leveraging conventional machine learning and deep learning architectures.
• Optimise existing algorithms and models for scalability and performance.
• Contribute to our existing tool sets for advanced research and development.

What do you have

• MSc degree in Computer Science or related field
• Industry Experience : 7 – 12 years
• 5+ years proven experience in the field of Machine Learning.
• 4+ years proven coding experience in Python, C/C++
• Knowledge and experience with machine learning tools and frameworks such as: Scikit-learn, Keras, PyTorch, Tensorflow, Tensorboard, spaCy, nltk, pandas, numpy, jupyter, seaborn
• Experience with: Feature exploration, Feature reduction, DNN, Hyper-parameter tuning, Transformers, AutoEncoders, Transfer learning.
• Knowledge and experience in statistical techniques: Regression, Boosting, Trees, Clustering etc.
• Knowledge and experience in working with at least one of the following domains: Text, Audio or Imaging, including domain feature knowledge.
• Advantage: C++, Kaldi, GRUs, Spark, SageMaker
• Stay up to date with recent advances in machine learning community