AI/ML Developer

Job Responsibilities

• Participate in ideation processes of AI-ML use case for our product and create protypes for the same.
• Understand existing data sets and use case.
• Build, validate and clean datasets for model development.
• Design, develop, train, and maintain machine-learning models.
• Research and apply emerging AI-ML techniques to new business context.
• Present information using data visualization techniques.
• Collaborate with Engineering and Product Management teams.

Technical Skill Set Required

• Minimum 4+ years of experience in building AI/ML based products with predictive analytics capabilities.
• Have strong analytical skills, mathematical abilities, and business acumen, being able to translate complex data into actionable insights.
• Worked on use cases that involve information retrieval, pattern matching, similarity extraction and text classification.
• Professional knowledge on python programming and hands on experience with libraries such as Pandas, SciPy, NumPy, Scikit-Learn, Langchain, sentence transformers etc.
• Solid understanding of SQL, NO-SQL, and vector databases.
• Professional experience of building REST APIs/webhooks using python-based frameworks like Flask, fast Api etc.
• Understanding of designing and implementing various stages (such as data wrangling, feature engineering, model building, evaluation, monitoring, and re-training) of end-to-end ML pipeline.
• Proficiency in building statistical and machine learning models and data mining algorithms such as Regression, Clustering, Classification.
• Familiarity with NLP concepts embeddings, POS tagging, text similarity, entity linking etc., NLP specific libraries & tools (NLTK, Spacy, Genism), sequence models, transfer learning models and LLMs is a plus.