Are you the person we’re looking for?
Experience. You should have overall more than 8 years of industry experience with more than 5 years in AI/ML solutions and leading the design, development, and deployment of ML models while maintaining expert-level coding proficiency (20%)
Optimization. You are good at ML solutions, especially in Machine Learning and optimizing it by ensuring best practices through code reviews and mentorship, fostering technical excellence across the team (15%). You know how to optimize –and support production systems, enhance performance, scalability, and reliability of machine learning solutions (15%)
Collaboration. You know how to collaborate with Product Managers, scientists, and cross-functional teams to gather requirements, align on objectives, and drive seamless communication for project execution (25%)
Managing project. You deliver high-quality solutions by creating clear workflows, ensuring timely delivery, and representing the Science team in Operations meetings (25%)
Proficiency. You are proficient in Python programming, Manage ML Libraries andTensorFlow, PyTorch, XgBoost, Scikit-learn, Spark ML and code/model versioning in Git, MLFlow.
You also have proficiency either in Named Entity Recognition/Ontology OR Document search using BM25, Vector search and Re-rankers OR Recommendation systems — collaborative filtering, content-based and hybrid approaches, two-tower architecture, and learning-to-rank
Platforms. You have worked on Cloud computing platforms like Azure,databricks and know well to work on data analytics tool like Spark and Pandas.
Transformer models. You have Hands-on experience in fine-tuning transformer models (BERT, RoBERTa, LegalBERT, DeBERTa) using the HuggingFace ecosystem including PEFT/LoRA