AI/ML Engineer
AI/ML
Type of work
Full-time
Experience
Senior
Employment Type
B2B
Operating mode
Remote
Avenga
We are a team of IT and digital transformation experts. Strategic consulting, customer experience service, software development, and outsourcing of top-class IT specialists is what we do (and more!).
Tech stack
Azure
Azure Machine learning
Kubernetes
Python
Job description
As an AI/ML Engineer, you will design, develop, and deploy AI/ML models, manage data pipelines, and optimize workflows. You'll leverage cloud platforms for model training, deployment, and monitoring while automating processes with CI/CD pipelines. Containerizing applications and ensuring scalable, reliable deployments will be key, along with monitoring model performance. Strong communication skills are essential to present insights to both technical and non-technical teams.
You might be the perfect match, if you have/are:
- 4+ years of experience in a similar role
- Experience with AI as well as more traditional machine learning workflows using frameworks like TensorFlow, PyTorch, or Scikit-learn
- Experience with Azure Machine Learning (AML) for training, deploying, and managing AI models
- Experience in data preprocessing, data engineering and feature engineering for AI/ML pipelines (e.g. Databricks)
- Experience in creating CI/CD pipelines for ML models (Azure DevOps, MLOps practices) as well as containerization for AI applications (Docker, Kubernetes, AKS)
- Proficiency in Python for AI model development and automation
- Have experience in model performance monitoring and logging (Azure Monitor, Application Insights, ML model metrics)
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