RS Consultants | Jobs | Senior Data Scientist | BigDataKB.com | 31-01-22

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    Job Location: Pune

    Roles and Responsibilities

    Location: Pune (Remote for now)

    Responsibilities:

    • Own the entire ML development process from data collection, model development, and productizing it

    • Design and implement ML algorithms and techniques using data analytics, text analytics, and Natural Language Processing (NLP)

    • Develop data ingestion pipeline and design dashboard

    • Collect or extract data from different sources and processing, cleaning and validating it for further use

    • Periodically test and retrain ML/AI models to adapt the best model for problem statements

    • Collaborate with the development team to put models into production and keep monitoring the performance of the models.

    • Should be able to work independently

    Desired Candidate Profile


    Desired Skills and Background:

    • Masters in Computer Science, Mathematics, Statistics, or another quantitative field

    • At least 3 years of experience in developing NLP and/or Computer Vision solutions

    • Strong in fundamentals of statistics, probability theory and Linear algebra related to Machine Learning and Deep Learning

    • Proficiency in various NLP tasks like text extraction, entity extraction, refining existing NER models, document understanding etc.

    • Hands-on experience with either of NLP models like BERT, GPT-2, GPT-3,etc

    • Experience working with AWS,H2O platforms

    • Strong development skills in C++ / Python

    • Outstanding written and verbal communication skills

    • Strong hands-on expertise in Deep Learning frameworks such as PyTorch and Tens or Flow

    Good to have:

    • Experience in deploying cloud-based solution is a plus

    • Publications in top ML conferences or journals is a plus

    • Experience in managing Project Delivery is a plus

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