Senior Data Scientist

Place of work
Košice
Contract type
full-time
Wage (gross)
3 600 EUR/monthPerformance related bonus

Information about the position

Job description, responsibilities and duties

Your Work Shapes the World at Caterpillar Inc.
When you join Caterpillar, you're joining a global team who cares not just about the work we do – but also about each other. We are the makers, problem solvers, and future world builders who are creating stronger, more sustainable communities. We don't just talk about progress and innovation here – we make it happen, with our customers, where we work and live. Together, we are building a better world, so we can all enjoy living in it.

Who is CATERPILLAR? What do we do?
Big machines require big thinking. Are you looking for your next big challenge?
We are 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:
Caterpillar is expanding its operations and opening a new branch in Slovakia. 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?
Cat Digital’s Advanced Data Quality team is looking for a talented and motived Senior Data Scientist to help improve platform data quality by defining and implementing quality metrics, performing root cause analysis of data quality problems, and developing algorithms as well as ML/AI models to address the most challenging data quality issues. In this role, you will apply machine learning and other analytics techniques on a very large set of diverse data from IoT connected assets and our integrated network of dealers. You will also use analytics and visualization methods to solve problems for Caterpillar internal customers. Top candidates will have prior experience in developing ML/AI solutions and business intelligence, be proficient in SQL and Python, have experience with cloud computing and dashboard design. Additionally, top candidates will have a strong working knowledge of LLM’s and their uses such as RAG patterns, fine tuning, knowledge graphs and others.

  • Use analytics methods to make recommendations to Designers, Product Owners and Managers
  • Work independently without close supervision on medium to high complexity projects
  • Works directly on complex application/technical problem identification and resolution, including responding to off-shift and weekend support calls.
  • Works independently on complex systems or infrastructure components that may be used by one or more applications or systems.
  • Mentor and assist data scientists, providing technical assistance and direction as needed
  • Maintains high standards of software quality within the team by establishing good practices and habits
  • Guide the team to develop a structured application/interface code, new program documentation, operations documentation and user guides in a casual, flexible environment
  • Performs integrated testing and customer acceptance testing of components that requires careful planning and execution to ensure timely, quality results.

This position works directly with Slovakia based engineering leadership and Caterpillar in the US.

Employee perks, benefits

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:

  • 3 600+ euros / month gross
  • Performance related annual cash incentive
  • Industry leading Pension plan
  • 5 days of extra vacation above the legislative requirement
  • Attractive Life insurance
  • Recreation Allowance
  • Multisport Card

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

Information about the selection process

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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Requirements for the employee

Candidates with education suit the position

University education (Bachelor's degree)
University education (Master's degree)
Postgraduate (Doctorate)

Language skills

English - Upper intermediate (B2)

Personality requirements and skills

What you have:
  • BS or MS degree in quantitative discipline such as data science, data analytics, computer science, engineering, statistics, mathematics, finance or other related degree
  • Strong software development experience
  • Profound experience in designing and implementing data processing and machine learning frameworks
  • Profound experience with Python, NoSQL and relational databases
  • Basic experience with SQL

Top candidates will also have:
Proven experience in some of the following:
  • Compiling and standardizing diverse, non-sanitized datasets.
  • Working with structured and unstructured data.
  • Developing classification and regression models.
  • Unsupervised learning algorithms.
  • Experience integrating analytical models with existing data pipelines.
  • Solid knowledge of statistical approaches, quantitative analytic methods, data management techniques, and/or related digital technologies, and the ability to handle complex issues.
  • Proven experience with AWS full-stack development and services such as Athena, Glue, DynamoDB, EC2, EMR, RDS, S3, SageMaker
  • Passion for technology and an eagerness to contribute to a team-orientated environment

Advertiser

Brief description of the company

Caterpillar is a company of builders. Of problem solvers. Of innovators who want to impact the world. Our people build and design the products and services that help shape the communities where we work and live. We are building on our legacy and innovating for the next generation. One where technology-enabled services create improved outcomes for our people and the customers and communities we serve.
Our ability to innovate and build begins with our people. Our tech and digital teams are at the forefront of Caterpillar’s evolution – taking pride in solving complex problems by building new systems from the ground up. On our team, you’ll leverage data from across our entire enterprise and more than 1.4M connected assets to solve problems and find solutions that open a new world of possibilities for our machines, our customers, our dealers and our business.
While the challenge is great, so is the opportunity. Working with a Fortune 100 leader, you can build your career on a global scale and take advantage of development opportunities with emerging technologies like AI, autonomous vehicles, telematics, robotics and predictive analytics. We’ve created an inclusive environment for you to explore your passions, make an impact and do the work that really matters.

Number of employees

1000 and more employees

Contact

Contact person: Patricia Kundratova
E-mail: send CV
ID: 4763864  Dátum zverejnenia: 22.4.2024  Základná zložka mzdy (brutto): 3 600 EUR/month