Ml Engineer Senior - Genai Solutions

Ntt Data Italia; Lombardia; On-site; EUR 85,000 - 110,000; Full time

Job summary

NTT Data Italia cerca un Senior Machine Learning Engineer per guidare iniziative avanzate di machine learning e Generative AI. Collaborerai con Data Scientists e ML Engineers su progetti su Azure/GCP e architetture on‑premise, definendo pipeline, modelli e MLOps in ambienti di produzione.

Il profilo ideale comprende 5+ anni di esperienza, solide basi matematiche, esperienza con Generative AI e framework ML, nonché capacità di mentorship e gestione stakeholder. Milano e altre sedi?

Qualifications

• 5+ anni di esperienza in Data Science o Software Engineering.
• Conoscenze di matematica, probabilità, statistica e algoritmi.
• Almeno 6/12 mesi di esperienza in deployment Generative AI.
• Conoscenza di Vector Database utile
• Comprensione di data modeling e architetture software.
• Padronanza di Python/Scala/Java/C++.
• Esperienza con Spark/Databricks.
• Esperienza su architetture cloud e Snowflake.
• Conoscenza di framework ML (Keras o PyTorch).
• Progettazione di pipeline ML in produzione.
• CI/CD e containerizzazione per MLops.
• Mentoring di team; gestione stakeholder.

Responsibilities

• Applicare capacità Generative AI, su Azure/GCP e GenAI on‑premise e MLOps.
• Sfruttare solide basi matematiche per modelli avanzati.
• Lavorare su classificazione, information retrieval, clustering e ottimizzazione.
• Stabilire processi scalabili per analisi dati su larga scala.
• Contribuire a sviluppo, validazione e implementazione di modelli.
• Individuare opportunità di business.
• Progettare e creare pipeline dati dall'esperimento alla produzione.
• Gestire più progetti.
• Guidare ML Engineers.
• Collegarsi con gli stakeholder.

Skills

5+ anni di esperienza

Matematica & algoritmi

Generative AI 6–12 mesi

Vector DB

Data modeling

Python/Scala/Java/C++

Spark/Databricks

Snowflake & Cloud

ML Frameworks (Keras/PyTorch)

MLOps/CI-CD/Containers

Mentoring

Stakeholder management

Tools

Spark

Databricks

Snowflake

Keras

PyTorch

CI/CD

Containerization

Job description

Questa posizione è in NTT Data Italia

Il processo di selezione sarà interamente gestito NTT Data Italia.

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As a Senior Machine Learning Engineer at NTT DATA, you will work alongside experienced Data Scientists, Data and ML Engineers on advanced machine learning and Generative AI initiatives. Your contribution in this role:

• Apply hands‑on Generative AI capabilities, preferably on Azure/GCP and on‑premise GenAI architectures and MLOps
• Leverage a strong mathematical background
• Work on classification, information retrieval, clustering and optimization problems
• Establish scalable, efficient and automated processes for large-scale data analysis
• Contribute to model development, model validation and model implementation
• Identify business opportunities
• Design and create new data pipelines from scratch, from experiments to production deployment
• Manage multiple projects
• Lead ML Engineers
• Connect with stakeholders

The ideal profile

• At least 5 years of production experience working in Data Science or Software Engineering;
• Deep knowledge of math, probability, statistics and algorithms;
• At least 6/12 months of experience in Generative AI deployment and underlying architecture handling;
• Vector Database knowledge is well appreciated;
• Understanding of data structures, data modeling and software architecture;
• Fluent in at least two mainstream programming language (Python, Scala, Java, C++);
• Experience in building an infrastructure for technical users, such as Data Scientist, ML practitioners or data consumers/producers;
• Strong knowledge of Spark, Databricks is a strong plus;
• Experience developing/deploying ML solutions in one of the public cloud platforms and on a Cross-cloud base, Snowflake knowledge is a plus;
• Deep knowledge with machine learning frameworks (such as Keras or PyTorch);
• Ability to design and implement machine learning pipelines in a production environment;
• Experience with deployment including knowledge of CI/CD, containerization, and related concepts with a focus over MLops/Re-Training/Drift Management;
• Ability to train more junior team members in multiple Machine Learning and Deep Learning concepts;
• Establish and maintain strong relationships with internal team members and external clients

Location:

Milano, Bari, Bologna, Cosenza, Napoli, Pisa, Roma, Torino

Build your future with NTT DATA. Join a global company, a leader in business and technology services, that listens to your voice and recognizes the value of your work. You will collaborate with clients, partners, and colleagues from all over the world to create innovative solutions capable of making a real impact on society. Here, you will have the opportunity to develop new skills and expand your network. We are present in Italy with over 6,000 employees across our offices in Milan, Rome, Turin, Genoa, Bologna, Treviso, Pisa, Padua, Naples, Cosenza, Bari, and Salerno. Make this the place where you grow. Join us!

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