Data Scientist
Role details
Job location
Tech stack
Job description
As a Data Scientist at IBM, you will work to solve business problems using leading edge and open-source tools such as Python, R, and TensorFlow, combined with IBM tools and our AI application suites. You will prepare, analyse, and understand data to deliver insights, predict emerging trends, and provide recommendations to stakeholders. In your role, you may be responsible for:
- Analysis, preparation and management of complex data sources
- Implementing and validating predictive and prescriptive models and creating and maintaining statistical models with a focus on big data & incorporating machine learning techniques in your projects
- Writing programs to cleanse and integrate data in an efficient and reusable manner
- Development of scalable and robust data and machine learning pipelines
- Application of traditional machine learning algorithms as well as modern deep learning approaches (such as GenAI)
- Implementation, integration and monitoring of AI / ML models
- Working in an agile, collaborative environment, partnering with other scientists, engineers, consultants and database administrators of all backgrounds and disciplines to bring analytical rigor and statistical methods to the challenges of predicting behaviours
- Documentation and communication with internal and external clients (e.g. business and IT departments) and stakeholders to understand and define business needs and appropriate modelling techniques to provide analytical solutions as well as presentation of proposed solutions and results.
- Evaluating modelling results and communicating the results to technical and non-technical audiences., JavaScript Python PHP database service-management software-administration DevOps C++ SaaS informatics softwaredesign business-intelligence frontend webservice Software-Design Machine-learning Mobile-development projectmanagement Java SAP .NET IoT SaaS CSS ABAP software-test softwaredevelopment
We are always looking for Java developers and IT architects in the Java environment, test managers for software testing and specialists in data management, databases, big data and blockchain technology. For all positions a German Level of C1 is required.
At the CIC, committed teams use innovative technologies and tools and in close cooperation with IBM to implement versatile software projects for corporate customers from a wide variety of industries. Our employees work in the areas of software development and maintenance as well as in testing with a strategic focus on cloud, mobile and agile. The atmosphere at the CIC is unique: flat hierarchies and an open corporate culture ensure a dynamic working atmosphere. Our teams are made up of heterogeneous professionals and highly motivated young professionals. The willingness to acquire new knowledge and to share one's own knowledge is a matter of course in our everyday work.
Awards
Software
201-500 employees
Magdeburg, Germany 3.8 Based on 132 reviews Flexitime Work from home Canteen Restaurant tickets Childcare Company pension Accessibility Health in the workplace Company doctor Training Car park Convenient transport links Employee benefits Company car Mobile device Profit-sharing Staff events Private internet use Dogs welcome
Requirements
Required technical and professional expertise
- Strong fundamentals in Mathematics and/or Computer Science (algorithms)
- Solid knowledge in Data science and related tools and technologies, such as Python, SQL, Pandas, NumPy, Scikit-learn, Transformers
- You're proficient at least one of the statistical programming languages such as R, Python, Scala or SAS, SPSS, Matlab.
- You have a solid understanding of experience with predictive/prescriptive modelling skills
- You have solid hands-on experience in AI practices, machine learning, natural language processing as well as AI in BPM
- You are capable of leading AI-driven analysis, automation and integration of AI features such as Signavio Text-to-Process
- You have strong technical and analytical abilities, a knack for driving impact and growth, and experience with programming/scripting in a language such as Java or Python.
- You're great at solving problems by looking at things differently, debugging, troubleshooting, and designing & implementing solutions to complex technical issues.
- You thrive on teamwork and have excellent verbal and written communication skills.
- Excellent verbal and written German language skills (C1 level)
Preferred technical and professional experience
- You have an interest in, understanding of, or experience with Design Thinking and Agile Development Methodologies
- You have a good understanding in DevOps, MLOps and related tools such as IBM Cloud Pak 4 Data, JupyterLab, Git, Docker, Helm, FastAPI, REST
- You have a good understanding of cloud and container technology (Red Hat OpenShift, AWS, Azure, etc)
- Familiarity constructing usable data sets from multiple structured and unstructured data sources
- You have an understanding about compliance and security requirements
Hybrid, Data Analytics, Professional, Englisch