Data Engineering Working Student (f/m/d) for Account Intelligence Platform

Key Skills

AWS, Azure, Database, Google Cloud Platform (GCP), Jenkins, Keras software library, Machine learning techniques, Python Programming, PyTorch, SQL, TensorFlow

Job Description

We help the world run better

Our company culture is focused on helping our employees enable innovation by building breakthroughs together. How? We focus every day on building the foundation for tomorrow and creating a workplace that embraces differences, values flexibility, and is aligned to our purpose-driven and future-focused work. We offer a highly collaborative, caring team environment with a strong focus on learning and development, recognition for your individual contributions, and a variety of benefit options for you to choose from. Apply now!

ABOUT THE TEAM

The Infused Intelligence is responsible for delivering innovative and user-centric cloud solutions through different ML technologies to internal stakeholders. Team members are building cutting-edge models to delivery into solution areas ranging from marketing to post-sales, HR, and finance. Model building includes data ingestion, cleansing and analysis, model training and evaluation, as well as deployment to SAP environments like SAP HANA, SAP Analytics Cloud, and SAP Cloud Foundry, GCP, as well as Azure Databricks. As every use case is unique and explicitly tailored to SAP’s own data and architecture, every use case offers research and development perspectives. In our team, you will analyze data for one of our new use cases and build a state-of-the-art model impacting our standard business processes.

THE ROLE

• Work with a team of data scientists and data engineers on data pipelines and ML modeling at all stages of development: data exploration, cleansing, transforming, processing, modeling, productive deployment and testing.
• Communicate with stakeholders to understand requirements, business processes and data.
• Propose possible solutions and implement them.
• Support a high-visibility project along experienced data developers.

ROLE REQUIREMENTS

Must have:

• Bachelor’s Degree in Data Science or related fields
• Proficiency in Python and SQL
• Experience in distributed processing frameworks like Apache Spark
• Experience in one or more machine learning frameworks (scikit-learn, pytorch, tensorflow, keras)
• Experience with data analysis and visualization packages in Python or R (e.g. Pandas, numpy, scikitlearn, statsmodels, matplotlib, ggplot2, dplyr, etc.), 
• Strong oral and written communication skills in English.

Nice to have:

• Experience in distributed storages like GCS, ADLS, S3
• Experience in working with data modeling and data warehouse like Bigquery, RedShift
• Experience in working with hyperscalers like GCP, Azure, AWS
• Good understanding of statistical methods (descriptive analyses, regression modeling, etc.)
• Familiar with software version control (e.g. GitHub, Git).
• Experience with CI/CD frameworks (e.g. Jenkins, Concourse, Gitlab CI/CD)
• Experience in writing tests