Data Scientist

1 week ago


mumbai, India GEP Worldwide Full time

Requirements -

  • Bachelors/Masters/PhD degree in Computer Science, Computer Engineering, Applied Mathematics, Operations research or related technical discipline with 2+ years of industry experience in Data Science.
  • Experience working with supervised/unsupervised learning ML models such as support vector machines (SVM), neural networks, Bayesian models, CNN, RNN, computer vision techniques, reinforcement learning etc. The ideal candidate will have a wide coverage of the different methods/models, and an in-depth knowledge of some. Knowledge of Generative AI and LLMs implementation.​
  • Demonstrated experience in natural language understanding
  • Strong coding experience in Python, R and Apache Spark. Python Skills are mandatory
  • Experience with NoSQL databases, such as MongoDB, Cassandra, HBase etc. Proven ability of working on open-source frameworks such as Keras, TensorFlow, Spark ML, H20 etc. ​Experience of working on Microsoft Azure is a plus although not mandatory
  • Proven experience writing production-grade software
  • Extensive experience in model development and life-cycle management in one or more industries. Knowledge of Generative AI and LLM implementation.​


KEY RESPONSIBILITIES -

  • Lead and own multiple projects/areas of research.
  • Work with Data Architects to leverage existing data models and build new ones as needed. ​ Mentor junior data scientists and interns.
  • Collaborate with product development teams productize machine learning models and solutions on our platform. ​
  • Demonstrating your work to our clients or potential clients. Present your work in both GEP internal forums and conferences.
  • Work on IP generation such as patents, journal papers and conference papers. ​
  • Develop new and apply/extend existing, concepts, methodologies, techniques for cross functional initiatives.

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