Data-Driven AI Innovator @ Avenga
6 days ago
About the Role
We are seeking an experienced Data-Driven AI Innovator to join our team at Avenga. As a key member of our AI/ML engineering team, you will be responsible for designing, developing, and deploying cutting-edge AI solutions that drive business value.
Key Responsibilities
- Develop and integrate Generative AI and LLM-based applications in Agile teams.
- Design, customize, and optimize AI algorithms for text generation, summarization, chatbots, and AI agents.
- Fine-tune pre-trained LLMs using prompt engineering, transfer learning, and few-shot learning.
- Build and maintain end-to-end ML pipelines, automating workflows with MLOps best practices.
- Optimize model performance, inference speed, and resource usage on cloud (AWS, Azure) and GPU/TPU architectures.
- Deploy AI models at scale, ensuring high availability and fault tolerance.
- Implement continuous monitoring, model refinement, and bias correction.
- Apply software engineering best practices, including CI/CD, containerization, and API development.
Requirements
- Strong background in AI/ML engineering with 3+ years of experience in LLM-based applications.
- Proficiency in Python, PyTorch, TensorFlow, and Transformer architectures.
- Experience with LangChain and Retrieval-Augmented Generation (RAG) systems.
- Strong MLOps knowledge (CI/CD, containerization, orchestration, Infrastructure as Code).
- Expertise in deploying AI models on AWS/Azure and using tools like Azure OpenAI, Amazon Bedrock, and SageMaker JumpStart.
- Hands-on experience with structured and unstructured data, vector databases, and data lakes.
- English proficiency (C1)
Benefits
- A competitive salary package.
- Sport subscription.
- Training budget.
- Private healthcare.
- International projects.
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