Data Engineer - MLOps

Náplň práce, právomoci a zodpovednosti:
Who is CAT Digital? What do we do?
Big machines require big thinking. Are you looking for your next big challenge?

Cat® Digital is the digital and technology arm of Caterpillar Inc., leveraging the latest technologies to build industry leading digital solutions for our customers and dealers. With over one million connected assets worldwide, our teams use data, technology, advanced analytics, telematics, and AI capabilities to help our customers build a better world.

Working with a Fortune 100 leader, you can build your career on a global scale and take advantage of development opportunities with emerging technologies. We’ve created an inclusive environment for you to explore your passions, make an impact and do the work that really matters. Join Us.


Job Opportunity:
We are seeking talented individuals to join our team to help us establish and grow our presence, organization, culture, which will drive our digital product development efforts. As a member of our team, you will have the opportunity to work with cutting-edge technologies and collaborate with top professionals working on very high impact and visibility products. Don't miss this chance to join a newly forming presence and support digital innovation for a global leader in heavy machinery!

What will you do? 
As a  Data Engineer - MLOps you will work with AWS services, Airflow, Snowflake, and in-house tools to design, develop and maintain data pipelines and infrastructure. By Joining the Analytics Engineering team, your contributions will drive the next generation of decision making at Caterpillar. You will have the opportunity to grow your skills in a fast-paced environment! Your responsibilities will be:

- Deploy pre-built data models and business logic into production environments
- Identify necessary data sources for models, and create and maintain ETLs to ensure seamless model execution
- Recommend optimal data structures and manipulations based on inputs and desired outputs
- Collaborate with data, business and data science professionals to create business focus solutions
- Support the implementation of the Analytics Engineering roadmap, including the integration of new data sources and the development of advanced analytics capabilities
- Work closely with team members to bring more up-to-date competencies with ML Ops and support their projects

This position works directly with Slovakia-based engineering leadership and Cat Digital IT in Switzerland.

Zamestnanecké výhody, benefity:
What we offer:
At Cat Digital, we are committed to fostering a culture of innovation and continuous learning, and we believe in investing in the development of our employees. As a member of our team, you will have access to a wide range of training and development opportunities, as well as very competitive compensation and benefits packages, like:

- 3000 euros / month gross
- Performance related annual cash incentive
- Industry leading Pension plan 
- 5 days of extra vacation above the legislative requirement
- Attractive Life insurance
- 1 volunteering day
- Multisport Card

Take the chance to apply now for this position at Cat Digital Slovakia branch!

Informácie o výberovom konaní:
Please frequently check the email associated with your application, including the junk/spam folder, as this is the primary correspondence method. If you wish to know the status of your application – please use the candidate log-in on our career website as it will reflect any updates to your status. ​

Caterpillar is an Equal Opportunity Employer and considers applicants for all positions without regard to race, color, religion or belief, sex, age, national origin, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability or any other characteristic protected by applicable laws.​

Caterpillar is committed to creating a dynamic work environment that values diversity and inclusion, respect and integrity, customer focus, and innovation. For more information, visit https://www.caterpillar.com/en/careers/why-caterpillar.html​

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Požiadavky na zamestnanca:
What you have:

- Extensive experience with ETLs (Apache Airflow, or equivalent), AWS SageMaker, Snowflake, Python and SQL.
- Knowledge and experience in practical applications of advanced analytics tools and techniques, including machine learning operations (ML Ops) and data science collaboration.
- Experience with ML and CI/CD Pipelines (Azure DevOps, or equivalent).
- Experience with automated testing frameworks, including regression tests, to ensure model accuracy and reliability
- Knowledge of data structure (JSON, XML, or equivalent).
- Analytical Thinking: Knowledge of techniques and tools that promote effective analysis; ability to determine the root cause of organizational problems and create alternative solutions that resolve these problems.
- Machine Learning: Knowledge of principles, technologies and algorithms of machine learning; ability to develop, implement and deliver related systems, products and services.
- Query and Database Access Tools: Knowledge of data management systems; ability to use, support and access facilities for searching, extracting and formatting data for further use.