Ml Engineer Senior - Genai Solutions
Pubblicato il 18-10-2026 - Ntt Data in Napoli
Overview
In this Senior ML Engineer role at NTT DATA, you collaborate with data scientists and ML engineers on advanced Generative AI initiatives.
You apply hands-on GenAI capabilities in Azure/GCP and on-prem architectures, with strong MLOps focus.
You tackle classification, retrieval, clustering, and optimization challenges while building scalable data pipelines and contributing to end-to-end model development and deployment.
You identify opportunities and lead multiple projects, mentoring ML Engineers and engaging stakeholders to deliver impactful, production-grade solutions.
Responsabilità
Apply Generative AI capabilities in cloud and on-prem environments
Develop and validate ML models and implement production deployment
Design and build scalable data pipelines from experiments to production
Identify business opportunities and drive ML initiatives
Lead ML Engineers and coordinate multiple projects
Engage with stakeholders to align on goals and outcomes
Requisiti fondamentali
5+ years of production experience in Data Science or Software Engineering
6–12 months of Generative AI deployment experience
Vector database knowledge appreciated
Understanding of data structures and software architecture
Fluency in at least two programming languages (Python, Scala, Java, C++)
Experience building infrastructure for data scientists and ML practitioners
Strong knowledge of Spark/Databricks (plus)
Experience deploying ML solutions on public cloud platforms and cross-cloud with Snowflake knowledge (plus)
Deep knowledge of ML frameworks (PyTorch, Keras)
Ability to design production ML pipelines and MLops practices (CI/CD, containerization)
Experience mentoring juniors and building client relationships
strong communication
leadership and mentoring
stakeholder management
Generative AI deployment
Azure/GCP and on-prem GenAI architectures
MLOps, CI/CD, containerization