Machine Learning Engineer II

Overview

Machine Learning Engineer II role focused on building intelligent data and AI/ML capabilities for Demandbase’s Company and Domains Data teams.

What you'll do

• Design, develop, and productionize ML and GenAI solutions for company/domain intelligence.
• Build data pipelines and use LLMs, transformers, and retrieval/RAG techniques to solve data problems.
• Develop ML solutions for tasks including classification, enrichment, information extraction, ranking, and data quality.
• Experiment with prompts, embeddings, retrieval techniques, and evaluate models using quality metrics.
• Build LLM applications with RAG, semantic retrieval, tool/function calling, and agentic workflows.
• Own features end to end from design and evaluation to deployment, monitoring, and support.

What you'll need

• 5–7 years of experience in ML engineering, applied ML, data science engineering, or related areas.
• Strong Python programming and software engineering fundamentals.
• Hands-on experience productionizing ML models or ML-driven applications.
• Experience with modern Generative AI/LLM technologies including LLM APIs or open-source models, embeddings, prompt engineering, and RAG.
• Strong understanding of core ML concepts: training, feature engineering, evaluation, experimentation, and inference.
• Working knowledge of SQL and experience working with large datasets.

Details

• Location: Hyderabad.