SW Engineer for AI Centre (m/f)
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
About the company O2 Czech Republic
Snažíme se spojovat možnosti technologií s přáními lidí a potřebami firem. Díky našim produktům a službám inspirujeme, motivujeme a povzbuzujeme lidi k úspěchům a k novým objevům každý den. Pomáháme jim rozvíjet jejich potenciál a sdílíme s nimi jejich radost. Jsme inspirací pro více než 5 miliónů zákazníků a to nás naplňuje. Měníme náš svět a vy ho můžete měnit společně s námi.
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I hereby give my consent to processing of my personal data. Personal data processing is regulated by Act No. 101/2000 Coll., on personal data protection. The consent is granted to O2 Czech Republic a.s. as the data controller for the purposes of the selection procedure for the given job and further for the purposes of registration of myself as a potential employee of the company. I give my consent for the term of 2 years from the date of provision of the personal data. I acknowledge that the consent is given voluntarily and may be withdrawn at any time. I acknowledge that the personal data will be processed by LMC s.r.o., Id. No.: 264 41 381, a company with its registered office in Prague 7, at Jankovcova 1569/2c, Postal Code 170 00, by means of its electronic systems. I have been advised of my right to obtain information as to what personal data are being processed in relation to me, for what purpose and in what manner. Should I ascertain or believe that the controller processes my personal data at variance with protection of my private and personal life or at variance with the law, particularly if the personal data are inaccurate in view of the purpose of their processing, I may request the controller to provide an explanation or claim that the controller remedy the state of affairs. This may include particularly blocking, correcting, supplementing or destroying the personal data.
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By replying to this advertisement, you provide the controller with your personal data for the purposes and the duration of the selection procedure. In connection with processing your data, you have the respective right (i) to access the data, (ii) to rectify inaccurate or to complete incomplete data, (iii) to delete the data if it is no longer needed for the purposes for which it has been collected or processed, or if it has been collected illegally, (iv) to limit the data processing in special cases, (v) to transfer the data, (vi) to object to the data processing which will therefore be terminated, unless there are serious legitimate grounds for processing which outweigh your interests, rights, and freedoms, especially if the reason is an enforcement of legal claims, and (vii) to contact The Office for Personal Data Protection and (viii) withdraw consent where the processing is based on consent. Further information on data processing by Alma Career Czechia s.r.o., Menclova 2538/2, 180 00 Praha 8, ID No. 264 41 381, is available at https://almacareer.com/gdpr.
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