Artificial Intelligence Engineer
On-siteTokyo, Tokyo, Japan
Tokyo, Tokyo, JapanOn-siteFull TimeSmall
Full TimeSmall
Job Summary
Build, train, and deploy predictive ML models and LLM-based applications, including RAG solutions, using Azure Machine Learning and Azure AI Foundry. Ingest and process large datasets from Azure Data Lake Storage and Synapse while developing serverless orchestration with Azure Functions for real-time and batch inference. Implement Azure AI Search for fast retrieval and apply MLOps practices for model versioning, monitoring, and CI/CD integration. Collaborate with data engineers and business stakeholders to turn insurance data into intelligent, automated capabilities.
Required Qualifications
- Practical experience with Azure Machine Learning
- Practical experience with Azure AI Foundry
- Practical experience with Azure OpenAI Service
- Strong knowledge of Azure Data Lake Storage
- Strong knowledge of Azure Synapse Analytics
- Experience handling large-scale data environments
- Experience working with formats like Parquet
- Proficiency in Python for AI/ML development
- Familiarity with Scala
- Familiarity with Apache Spark in enterprise ETL contexts
- Experience building serverless applications using Azure Functions
- Knowledge of Azure Cosmos DB or similar NoSQL databases
- Experience with CI/CD tools such as Azure DevOps
- Experience with CI/CD tools such as GitHub Actions
- Experience automating ML workflows
Desired Qualifications
- Background in insurance or financial services
- Experience deriving insights from complex customer and transaction data
- Hands-on experience building RAG-based AI systems
- Familiarity with distributed data processing using Azure Databricks
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