Machine Learning Engineer II
DemandbaseAccount-Based Marketing company
Hyderabad, IndiaSenior
Scale Venture Partners
Sageview Capital
Sigma Partners
Adobe Systems
Altos Ventures
Costanoa Venture Capital
Data & AI
About the role
TL;DR
Build intelligent data and AI/ML capabilities using GenAI/LLMs and production software engineering.
- •Demandbase is seeking a Machine Learning Engineer II to develop intelligent data and AI/ML capabilities for their Company and Domains Data teams.
- •This role involves building ML solutions from experimentation to production, leveraging GenAI/LLM experience, data engineering, and production software engineering.
- •Key Responsibilities Design, develop, and productionize ML and GenAI solutions for Company and Domain intelligence.
- •Build data pipelines and leverage LLMs, transformers, and RAG techniques.
- •Develop ML solutions for classification, enrichment, information extraction, ranking, and data quality.
- •Build LLM applications using RAG, semantic retrieval, tool/function calling, and agentic workflows.
- •Build scalable data and feature pipelines to process large volumes of data.
- •Requirements 5-7 years of experience in Machine Learning Engineering or related areas.
- •Strong programming experience in Python and good software engineering fundamentals.
- •Hands-on experience building and productionizing ML models or ML-driven applications.
- •Experience with modern Generative AI and LLM technologies, including LLM APIs, embeddings, prompt engineering, and RAG.
- •Strong working knowledge of SQL and experience with large datasets.
Required skills
PythonSQLSparkPandasLLMsNLPscikit-learnAWSGoogle CloudAzureDockerKubernetesCI/CD
Nice-to-have skills
ScalaAirflowKubeflowSageMakerVertex AILangChainHugging Face
Benefits & perks
Group Medical, Personal Accident Insurance, Term Life Insurance, Preventive healthcare, Dental coverage, Vision coverage, OPD needs, Mental health support, Fitness benefit, Car lease policy, Gratuity
Tech stack
PythonSQLSparkPandasLLMsNLPAWSGoogle CloudAzureDockerKubernetesCI/CDTensorFlowPyTorchscikit-learnLangChainHugging Face