Consultant in Advanced Analytics (f/m/d), Munich/hybrid

About Advanced Analytics

At Digital Consulting, we combine deep business and market understanding and digital expertise, going beyond classical consulting. At our Advanced Analytics practice, we shape innovations and new businesses for our partners, building on our state-of-the-art machine-learning expertise. We help our customers build, transform, and grow their businesses by connecting the physical and the digital world. Developing modern AI applications means starting with understanding what moves our customers. Only once we’ve accomplished that do we begin rapid prototyping, testing, and improving outcomes until an ideal solution emerges, one that can be implemented and scaled. This is how we bring innovation to life, drive digital transformation, and unlock sustainable value for our customers.

What you’ll do 

 

We are looking for consultants with a skill spike in either data science, data engineering, cybersecurity or industrial IoT

 

  • Work together with data engineers, data scientists & engineering teams to build scalable and reliable AI & machine learning solutions
  • Translate business needs into technical solutions and develop advanced machine learning models for the analysis of large-scale and high-dimensional data
  • Build performant AI applications connecting the physical and digital world in cloud and edge environments (i.e., predictive maintenance, system optimization, visual quality inspection, sales forecasting)
  • Take the ownership of software components, make them reliable, scalable and help to design the overall architecture
  • Build systems that collect, operationalize, analyze data, and provide insights about the system
  • Communicate results to stakeholders of all seniority levels – from top management to product managers & end users – and act as the interface between business & engineering
  • Stay current with latest research and technology trends to build state of the art machine learning solutions

 

 

What you'll need

  • An excellent university degree (master/diploma/PhD) in computer science, mathematics, physics, or related fields with a strong background in machine learning or software engineering
  • Relevant practical experience through at least two internships or up to four years of professional experience at a strategy consultancy, a renowned industrial company, or a start-up and a proven track record of excellence in data science, data engineering, cybersecurity, industrial IoT, or a related field
  • Profound knowledge of modern programming languages (i.e. Python) and machine learning frameworks such as sklearn, TensorFlow, Keras, PyTorch
  • Proven ability to write clean, maintainable and production-ready code
  • Outstanding analytical and conceptual skills and a strong entrepreneurial mindset
  • Highly developed communication skills in English; German is a plus
  • A high level of social competence and team spirit
  • Inquisitiveness towards new technologies and willingness to share knowledge with your team 

 

If your spike is in data science:

  • Hands-on experience with machine learning frameworks and deep learning architectures for time-series analysis, computer vision, or recommender systems 
  • Hands-on experience with data-driven storytelling, visualization & reporting tools

 

If your spike is in data engineering: 

  • Hands-on experience with metadata management and schema evolution strategies, knowledge of software engineering best practices (e.g., microservices, code reviews, CI/CD, testing, operations)
  • Hands-on experience with relational databases (e.g., PostgreSQL), and modern, scalable storage technologies (e.g., S3)

 

If your spike is in industrial IoT: 

  • Hands-on experience coordinating, maintaining, and developing application hosting environments on AWS and/or Azure
  • Hands-on experience with relational databases (e.g., PostgreSQL) and modern, scalable storage technologies (e.g., S3), industrial standards (e.g., OPC-UA)
  • Experience in DevOps processes and version control tools (e.g., Docker, Kubernetes, Git, CI/CD)


We offer you a hybrid work model and thus maximum flexibility in choosing your place of residence in Germany.

Shape the future together with us – from day one. Apply now.

 

This is how our recruiting process works:

 

After we have received your application, you'll hear back from us within 14 days. The recruiting process varies depending on the location and position. Find out exactly what awaits you by clicking on the blue button.

Germany, Munich

Contact

Hannah Zeilinger

+ 49 172 3074120

recruiting.advanta-consulting@siemens.com

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