C
Posted 10 hours ago
AI Engineer
CapgeminiAI Engineer
Requirements
Azure Machine Learning, Azure AI Foundry, Azure OpenAI Service, Azure Data Lake Storage, Azure Synapse Analytics, Python, Scala, Apache Spark, Azure Functions, Azure Cosmos DB, CI/CD
Skills
PythonAzuregenerative AIMachine LearningMLOpsApache Spark
About the role
Responsibilities
- Design, train, and deploy predictive machine learning models and LLM-powered applications, including Retrieval-Augmented Generation (RAG) systems.
- Leverage Azure Machine Learning and Azure AI Foundry to build scalable, production-ready AI solutions.
- Partner with data engineering teams to process high-volume datasets from Azure Data Lake Storage (ADLS) and Azure Synapse Analytics.
- Develop serverless orchestration layers using Azure Functions to connect AI models with downstream applications and APIs.
- Implement MLOps best practices, including model versioning, monitoring, and lifecycle management.
- Integrate AI workflows into CI/CD pipelines to enable automated testing and deployment.
Requirements
- Hands-on experience with Azure Machine Learning, Azure AI Foundry, and Azure OpenAI Service.
- Strong understanding of Azure Data Lake Storage (ADLS) and Azure Synapse Analytics.
- Proficiency in Python for AI/ML development.
- Working knowledge of Scala and Apache Spark.
- Experience building serverless solutions using Azure Functions.
- Familiarity with Azure Cosmos DB or other NoSQL data stores.
- Knowledge of CI/CD tooling such as Azure DevOps or GitHub Actions.
Preferred Qualifications
- Prior experience in the Insurance or Financial Services domain.
- Proven ability to extract actionable insights from complex customer and transactional datasets.
- Hands-on experience designing and implementing RAG-based AI systems.
- Familiarity with distributed data processing using Azure Databricks.
About the Company
Capgemini is an AI-powered global business and technology transformation partner, delivering tangible business value. We imagine the future of organizations and make it real with AI, technology and people. With a strong heritage of nearly 60 years, we are a responsible and diverse group of 420,000 team members in more than 50 countries.
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Capgemini · Tokyo
