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(Senior) Applied AI/ML Scientist (f/m/d): Structured Enterprise Data

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SAP

Yesterday

  • Job
    Full-time
    Senior Level
  • Data
    Software Engineering
  • Berlin

AI generated summary

  • You should have a relevant degree, 5+ years in ML with structured data, data preprocessing skills, knowledge of algorithms and models, Python proficiency, and strong collaboration skills.
  • You will develop and finetune Foundation Models, design scalable pipelines, conduct experiments, optimize model performance, and stay updated on advancements in Deep Learning and Generative AI.

Requirements

  • Bachelor's or Master's degree in Computer Science, Artificial Intelligence, or other relevant disciplines. PhD is a plus.
  • 5+ years of related professional experience incl. 3+ years hands-on experience with Machine Learning on structured/Tabular Enterprise data such as in the ERP or CRM domain.
  • Experience with implementing data preprocessing pipelines for relational structured data.
  • Deep understanding of Machine Learning algorithms and techniques, particularly in the context of structured data. Experience with Foundation Models, Transformers, or Deep Learning and their application in a business context.
  • Proficiency in Python and experience with ML frameworks such as PyTorch, TensorFlow, or similar.
  • Strong communication and collaboration skills, with the ability to work effectively in cross-cultural teams.

Responsibilities

  • Unique opportunity to develop a Foundation Model on structured business data.
  • Collaborate with senior AI scientists to develop and finetune Foundation Models for use cases on structured data.
  • Design and implement scalable pipelines and models, address open challenges to process and analyze large-scale structured datasets efficiently.
  • Conduct experiments and perform rigorous evaluations to measure the performance and effectiveness of the developed models.
  • Optimize and fine-tune models to improve accuracy, scalability, and interpretability.
  • Stay up to date with the latest advancements in the field of Deep Learning, Foundational Models, and Generative AI.

FAQs

What is the main focus of the (Senior) Applied AI/ML Scientist role at SAP?

The main focus of the role is to develop and fine-tune Foundation Models on structured business data, enabling clients to solve their business processes more effectively using AI technology.

What qualifications are required for this position?

A Bachelor's or Master's degree in Computer Science, Artificial Intelligence, or related disciplines is required, with a PhD being a plus. Additionally, 5+ years of related professional experience, including 3+ years of hands-on experience with Machine Learning on structured/tabular enterprise data is necessary.

What technologies should applicants be proficient in?

Applicants should be proficient in Python and have experience with ML frameworks such as PyTorch, TensorFlow, or similar.

Is experience with structured data necessary for this job?

Yes, the role specifically requires hands-on experience with Machine Learning on structured/tabular enterprise data, particularly in ERP or CRM domains.

How does SAP support employee development in this role?

SAP fosters a highly collaborative, caring team environment with a strong focus on learning and development, ensuring employees have ample opportunities for personal and professional growth.

Will there be opportunities to stay updated with AI advancements?

Yes, the role encourages staying up to date with the latest advancements in the field of Deep Learning, Foundational Models, and Generative AI.

What is the company culture like at SAP?

SAP's company culture is focused on collaboration, inclusivity, and a shared passion for helping the world run better, with an emphasis on flexibility and personal development.

What are the expectations regarding travel for this position?

Expected travel for the role is between 0 - 10%.

How does SAP promote diversity and inclusion in the workplace?

SAP is committed to fostering a culture of inclusion, focusing on health and well-being, and providing flexible working models to ensure that every employee feels included and can perform at their best.

Is this position eligible for the SAP Employee Referral Program?

Only permanent roles are eligible for the SAP Employee Referral Program, according to the eligibility rules set in the SAP Referral Policy. Specific conditions may apply for roles in Vocational Training.

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At SAP, our purpose is to help the world run better and improve people’s lives. Our promise is to innovate to help our customers run at their best. SAP is committed to helping every customer become a best-run business. We engineer solutions to fuel innovation, foster equality, and spread opportunity across borders and cultures. Together, with our customers and partners, we can transform industries, grow economies, lift up societies, and sustain our environment. #TheBestRu