Popis nabídky
SW Engineer for AI Centre v Praha, Česko
Praha, Česko
Popis pozice
In your daily work, you will:
- Crack challenging problems of how to develop, productionalize and deploy machine learning models over messy telco big data
- Design efficient and reusable modules/systems/pipelines that drive complex Machine Learning products
- Spark data processing of big telco data and prepare them for ML models
- Improve code quality and stability through Code Review, setting Code standards etc.
- Help data scientists with software engineering practices
- Use mostly Python and libraries for Machine Learning (e.g., TensorFlow, PyTorch, etc.) in Azure
- Collaborate with other engineers and data scientists to accelerate our development
- Collaborate with Product Managers and teams to deliver compelling Machine Learning products within complex telco environments
- Identify and resolve performance and scalability issues
- Show profound experience utilizing automation tools to deliver robust AI solutions
- Report directly to the AI Centre management
Qualifications:
What is obligatory
- Enthusiasm for AI, ML and data science, eagerness to become a true AI engineer
- Ability to design, implement and reason about complex systems at scale
- 5+ years of Coding experience with interpreted and compiled languages, including concepts like Software Design Patterns, Asynchronous programming, Microservices and more
- Hands-on experience with CI/CD pipelines automation, deployment, containerization, load balancing and monitoring
- Experience with cloud platforms
- Profound hands-on experience with TDD
- You’re keen to grow in any of the above skills you might be lacking
- Both Czech and English in full professional proficiency (you will communicate with non-Czech speakers daily)
What we appreciate
- Experience from start-up environment
- Ability to understand and use functional programming concepts in practical ways
- Experience working with data-oriented or analytics teams
- Experience with data warehouses, big data platforms, data science and machine learning-based products
What to expect:
- One-month intensive crash course and ML Bootcamp to help you gain AI engineering skills
- A mission that goes beyond performance and profit (“AI for good” is our mantra)
- Hybrid working mode
- Seasoned leaders you can count on
- A company culture that helps the team to perform highly and humanly at the same time
- Regular bonus pays based on your KPI
- Employee benefits ( e.g. a post to a mobile phone of your choice up to 18 000 CZK, a cafeteria with 18,000 points and more)
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