AI Infrastructure Developer
2 days ago
We are looking for a skilled professional to join our team as an AI Infrastructure Developer at VirtusLab. As a key member of our organization, you will play a crucial role in shaping the future of retail operations through cutting-edge analytics and machine learning.
Project ScopeIn this position, you will work on various projects that involve streamlining retail operations by applying your expertise in Python, Spark, Kubernetes, and cloud infrastructure. Your primary responsibility will be to contribute to the development of robust Azure infrastructure, foster a technical culture within the organization, and bring machine learning pipelines into production.
Responsibilities:
- Developing high-quality machine learning models and feature engineering pipelines with data scientists.
- Working in an Azure cloud environment, developing model training code using AzureML.
- Building and maintaining cloud infrastructure using IaC (infrastructure as code).
- Utilizing distributed data processing tools like Spark to parallelize computation for machine learning tasks.
- Diagnosing and resolving technical issues, ensuring high-quality solutions are available and adaptable.
- Collaborating closely with cross-functional teams, providing advice and technical guidance to optimize daily workflows.
- Championing best practices in code quality, security, and scalability by setting a good example.
- Making informed decisions to drive business growth.
Tech Stack
Our team utilizes a range of technologies, including Python, PySpark, Airflow, Docker, Kubernetes, Azure, KServe, Feathr, Dask, xgboost, pandas, scikit-learn, numpy, GitHub Actions, Azure DevOps, Terraform, and Git @ GitHub.
Project Challenges
- Serving machine learning models online based on an online feature store.
- Enhancing monitoring, reliability, and stability of deployed solutions, including automated testing suites.
- Automating the machine learning model lifecycle to continuously improve performance on production.
- Collaborating with cross-functional teams to enhance customer experiences through innovative technologies.
About the Team
You will be working with a team of 5 engineers who share a passion for innovation and excellence. We value teamwork, open communication, and continuous improvement.
Requirements and Qualifications
To be successful in this role, you should have experience in Python, CI/CD, Docker, Azure, Kubernetes, machine learning, and Spark. Additionally, we look for candidates who can build a strong tech community, thrive in a flexible hybrid work model, and take advantage of opportunities for growth and development.
Benefits
- Building a strong tech community
- Flexible hybrid work model
- Home office reimbursement
- Language lessons
- MyBenefit points
- Private healthcare
- Stretching
- Training Package
- Virtusity/in-house training
- Free coffee
- No dress code
- Free snacks
- Free beverages
- Bike parking
- Modern office
- Showers
- Kitchen
- Playroom
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