This is an experienced role responsible for Dataclair AI solutions. We're looking for candidates with strong experience in the design, architecture and coding of SW solutions who want to move further – towards building machine learning products and designing data science solutions.
We call it a transformative position as we give you an opportunity to bring your current SW development skills and knowledge of the best practices to the table, and at the same time, to become native in machine learning and data science.
In your daily work, you will
- Crack challenging problems of how to develop, productionalize, deploy and automate machine learning models over messy telco big data
- Use primarily Python and libraries for Machine Learning (e.g., TensorFlow, PyTorch, Sklearn etc.) in Azure
- Design efficient and reusable modules/systems/pipelines that drive complex Machine Learning products
- Process big volume of telco data using (py)Spark 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
- Collaborate with other engineers, data scientists, product managers, and other teams within Dataclair to accelerate development and deliver compelling machine learning products within complex telco environments
- Identify and resolve performance and scalability issues
- Propose and implement Azure infrastructure changes to optimize the environment for various machine learning and data processing use cases
- 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
- 3+ years of Coding experience with interpreted and/or 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
- 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
- Expertise in setting up and managing data storage solutions (data warehouses, data lakes) and feature stores for machine learning applications.
- Profound hands-on experience with test driven development
- Experience with infrastructure as code tools (e.g., Terraform)
What to expect
- You'll receive hands-on support and knowledge transfer from our experienced team of data scientists and engineers, ensuring a smooth transition into your new role.
- 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 (scroll down for details)
Discover more about Dataclair
In short, we do AI. In full, we do AI to make the world a better place.
We are strong advocates of fair machine learning in a business environment. We implement and deploy our ethical AI algorithms so that they elevate human condition, improve quality of life, and generate significant profits at the same time.
Dataclair has been founded by the biggest Czech telco operator O2 as a centre of AI R&D and business application in telco, fintech and transportation domains. It combines the best of both the corporate and startup worlds – a stable working environment, inspirational colleagues and bold mission.
Our website: www.dataclair.ai
The place where we stay: https://www.prague.eu/en
We can offer you
- You will be in touch with the latest technologies and new trends
- Contribution to a work mobile phone of your choice up to CZK 18,000
- Cafeteria 18,000 points
- Meal allowance CZK 110/work day
- 25 days of vacation
- 3 sick days
- Unlimited employee tariff
- Discounted O2 TV and home internet
- Discounted language courses
- O2 offers a wide range of other benefits. You can find a list of all benefits at: https://kariera.o2.cz/benefity