16 hours ago
Sibiu, Romania +2 moreSenior
Responsibilities
- Architect and deploy AI solutions using Microsoft Azure services.
- Design end-to-end AI/ML architectures covering data ingestion, feature engineering, model training, deployment, and monitoring.
- Implement MLOps practices, including CI/CD pipelines and operational monitoring.
- Preprocess and analyze data for AI and retrieval-based systems.
- Create and manage vector indexes for AI search and retrieval use cases.
- Evaluate, select, and integrate ML frameworks, tools, and platforms.
- Ensure AI solutions meet security, cost, and performance standards.
Requirements
- Bachelor’s degree in Computer Science, Informatics, Engineering, or equivalent practical experience.
- At least 5 years of experience in ML- and AI-focused roles.
- Strong experience designing and deploying AI/ML solutions on Microsoft Azure.
- Understanding of end-to-end ML pipelines and MLOps concepts.
- Hands-on experience with CI/CD pipelines and production monitoring for AI systems.
- Expertise in data preprocessing, feature engineering, and data quality assurance.
- Knowledge of vector databases, embeddings, and retrieval-based AI systems.
- Experience evaluating and selecting ML frameworks and tooling based on use-case needs.
- Awareness of security, cost optimization, and performance considerations in cloud-native AI solutions.
- Excellent verbal and written communication skills in English.
Tech Stack
Categories
About NTT DATA
NTT DATA is a Tokyo‑headquartered, publicly traded IT services firm within the NTT Group. It provides consulting, application development, system integration, cloud and enterprise application services, and managed/outsourcing services for large enterprises and public-sector organizations. The company operates in more than 50 countries and is listed on the Tokyo Stock Exchange.