Job description
About this role:
Software Development (NLP) position having experience in NLP and responsible for design, implementation, and support of Python based applications to help fulfill our Research & Consulting Delivery strategy.
What you’ll do:
Establish methodologies for quickly rolling out new data analysis capabilities for standalone data-driven products and services to support our associates using ML and NLP.
Participate in architecture and technical design discussions to ensure NLP solutions align with the organization's strategic objectives.
Continuously improve NLP models through experimentation and optimization techniques.
Stay up to date with the latest advancements in NLP and machine learning to contribute to the continuous improvement of the organization's technical capabilities.
What you’ll need:
2 – 4 years of experience in algorithms and statistics and experience in data mining, machine learning, deep learning and natural language processing.
Must have:
Experience in Machine learning models and techniques like NLP, BERT, Transformers, Deep learning.
Knowledge of Gen AI models like Open AI, Large Language Models like LLAMA 2, Vicuna etc.
Experience working with Python libraries like Pandas, Scikit-Learn, Numpy, NLTK, Spacy and Scipy is required.
Experience building scalable data models and performing complex relational databases queries using SQL (Oracle, MySQL, PostgreSQL).
Knowledge of MLOps Frameworks like Kubeflow, MLFlow, DataRobot, Airflow etc.,