AI Data Architect at Avenga
4 days ago
At Avenga, we're seeking a skilled Data Engineer to join our team. As a key member of our AI/ML data engineering group, you'll play a vital role in designing and implementing scalable, high-performance data pipelines for AI applications.
About the Role:
As an AI Data Engineer at Avenga, you'll collaborate with AI engineers, data scientists, and developers to integrate large language models (LLMs) into scalable AI applications. You will be responsible for managing and optimizing vector databases, such as AWS OpenSearch or Azure AI Search, for Generative AI workloads. Additionally, you'll develop ETL/ELT pipelines for real-time and batch data processing, ensuring seamless integration with AI model workflows.
Responsibilities:
* Design and implement scalable, cloud-native data storage and processing solutions using Snowflake.
* Develop and maintain cloud-based data solutions using AWS (OpenSearch, S3) or Azure (Azure AI Search, Blob Storage).
* Implement data governance, security best practices, and compliance measures.
* Optimize data storage, retrieval, and processing strategies for efficiency and cost-effectiveness.
* Set up monitoring, alerting, and logging for data pipelines to ensure reliability.
Requirements:
* 3+ years of experience in data engineering, preferably supporting AI/ML applications.
* Proficiency in Python, SQL, and vector database query languages.
* Experience with relational, NoSQL, and vector databases (Snowflake preferred).
* Hands-on experience with AWS (OpenSearch, S3, Lambda) or Azure (Azure AI Search, Blob Storage, Automation).
* Ability to design and integrate RESTful APIs for data exchange.
* Understanding of data security, encryption, and role-based access controls.
* Familiarity with Git, CI/CD, containerization (Docker, Kubernetes), and Infrastructure as Code (Terraform, CloudFormation).
* English proficiency (C1)
Benefits:
* Sport subscription
* Training budget
* Private healthcare
* International projects
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