Senior Machine Learning Engineer
1 mese fa
About the Role
NTT DATA is seeking a highly skilled Senior Machine Learning Engineer to join our team. As a key member of our data science team, you will be responsible for designing and implementing machine learning pipelines in a production environment.
Responsibilities
- Develop and deploy machine learning models using Azure/GCP and on-premise GenAI architecture and MLops
- Collaborate with experienced data scientists and engineers to identify business opportunities and design new data pipelines
- Lead multiple projects and connect with stakeholders to ensure successful project delivery
- Train junior team members in machine learning and deep learning concepts
- Establish and maintain strong relationships with internal team members and external clients
Requirements
- At least 5 years of production experience in data science or software engineering
- Deep knowledge of math, probability, statistics, and algorithms
- Experience in Generative AI deployment and underlying architecture handling
- Vector database knowledge is a plus
- Understanding of data structures, data modeling, and software architecture
- Fluent in at least two mainstream programming languages (Python, Scala, Java, C++)
- Experience in building infrastructure for technical users
- Strong knowledge of Spark and Databricks
- Experience developing and deploying ML solutions in public cloud platforms and cross-cloud base
- Deep knowledge of machine learning frameworks (Keras or PyTorch)
- Ability to design and implement machine learning pipelines in a production environment
- Experience with deployment, including CI/CD, containerization, and related concepts with a focus on MLops/Re-Training/Drift Management
Location
NTT DATA has multiple locations in Italy, including Milano, Bari, Bologna, Cosenza, Napoli, Pisa, Roma, and Torino.
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