Roles And Responsibilities
- Design, develop and deploy machine learning models, algorithms and systems to solve complex business problems
- Theoretical understanding and practise of machine learning and expertise in one or more of the topics, such as, NLP, Computer Vision, recommender systems and Optimisation.
- Implement robust and reliable software solutions for model deployment.
- Support the team in maintaining machine learning pipelines, contributing to tasks like data cleaning, feature extraction and basic model training.
- Participate in monitoring the performance of machine learning models, gaining experience in using statistical methods for evaluation.
- Working with the Data Platforms teams for understanding and collecting the data.
- Conduct performance testing, troubleshooting and tuning as required.
- Stay current with the latest research and technology and communicate your knowledge throughout the enterprise.
Qualifications & Experience
- Master’s Degree or PhD in the fields of Computer Science, Statistics, or an equivalent with a minimum of 5 years of experience in data science..
- Should have worked with at least one GenAI project
- Should have expertise in Deep Learning & Reinforcement Learning techniques
- Should have experience in building statistical models using the above-mentioned techniques
- Should possess ability to build & deploy the models and interpret the results to business users
- Should have experience working with NLP models and building related applications such as chatbot, text-classifications, etc
- Should have experience working with big data tools – Hadoop, Hive, Spark.
- Proficiency in Python, good understanding of OOPs is a must.
- Worked with at least one mainstream machine learning framework such as Tensor Flow,pyTorch,langchain
- Experience working with Cloud platforms (Azure, AWS, GCP)
- Should have ability to write complex SQL & stored procedures
- Should have experience in working with API’s - deploying models, extracting data.
- Should have good communication skills and ability to interact with customers