Machine Learning Engineer II

About the role

We are looking for a Machine Learning Engineer II to join Demandbase and build intelligent data and AI/ML capabilities for our Company and Domains Data teams. This is a hands-on ML engineering role requiring a combination of strong ML fundamentals, GenAI/LLM experience, data engineering, and production software engineering.

What you'll do

• MACHINE LEARNING & GENAI
• Design, develop, and productionize Machine Learning and GenAI solutions for Company and Domain intelligence
• Build data pipelines and solve data problems using LLMs, transformers, and retrieval/RAG techniques where appropriate
• Develop ML solutions for problems such as classification, enrichment, information extraction, ranking, and data quality
• Experiment with models, prompts, embeddings, retrieval techniques, and ML approaches and evaluate them using well-defined quality metrics

What you need

• 5–7 yrs of experience
• Machine learning
• SQL
• Python
• LLMs
• NLP
• Prompt engineering
• Any graduate

Good to have

• Scala
• MLOps
• Kafka
• Airflow
• AWS
• Pandas