Intern/ Thesis/ Working Student (f/m/d) - Improve Software Fault Localization via LLM

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Software-Research

Intern/ Thesis/ Working Student (f/m/d) – Improve Software Fault Localization via LLM

We help the world run better

At SAP, we enable you to bring out your best. Our company culture is focused on collaboration and a shared passion to help the world run better. 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.

What you’ll do

SAP develops SAP HANA, a large database management system consisting of over 40 million lines of code, mainly C++.

Preventing crashes is an important aspect of quality assurance for SAP HANA. This does not only cover preventing crashes from happening at all, but also being able to quickly analyze crashes and fix them.

We work on automatizing the first step of this analysis, fault localization. That requires for example fine-tuning large language models (LLMs) conditioned on information captured by the crash. Our proof-of-concept has many avenues for further ideas and experiments to achieve better accuracy.

The student will contribute to improve our approach by evaluating different techniques, implementation, improving data sets and solving specific problems that we encounter in the context of fault localization for SAP HANA.

We provide a unique opportunity to work in a data domain not typically seen by LLMs and to apply practical LLM knowledge in a real-world scenario.

What you bring

Expected qualifications:

• Student of computer science, data science, artificial intelligence, machine learning, or related fields at a higher education institution
• Experience with Machine Learning on at least university level
• Experience with programming demonstrated by existing projects. Knowledge in Python programming.
• Basic knowledge of Linux, Command Shell, Docker, is a plus
• Comfortable with English for daily communication (B level). German (B level) is a plus.
• Good grades shown by a Transcript of Records (ToR) / Grades

The application must contain (English or German):

• A cover letter that expresses your interest
• A CV that provides information about your programming experience
• A transcript of records (ToR) that contains grades of all university-level courses/degrees

Meet your team

We work in the context of SAP HANA at building the next generation CI/CD solutions where we apply LLM to solve large scale problems.

Your set of application documents should contain a cover letter, a resume in table form, school leaving certificates, certificate of enrollment, current university transcript of records, copies of any academic degrees already earned, and if available, references from former employers (including internships). Please also describe your experience and skills in foreign languages and computer programs / programming languages.
This is a SAP global, strategic, paid working student position that provides students with opportunities to find purpose in their careers.

*#Workingstudent #Werkstudent #Germany #Deutschland #Student #LIHybrid #SAPGermanStudentsCareers*

Bring out your best

SAP innovations help more than four hundred thousand customers worldwide work together more efficiently and use business insight more effectively. Originally known for leadership in enterprise resource planning (ERP) software, SAP has evolved to become a market leader in end-to-end business application software and related services for database, analytics, intelligent technologies, and experience management. As a cloud company with two hundred million users and more than one hundred thousand employees worldwide, we are purpose-driven and future-focused, with a highly collaborative team ethic and commitment to personal development. Whether connecting global industries, people, or platforms, we help ensure every challenge gets the solution it deserves. At SAP, you can bring out your best.

We win with inclusion

SAP’s culture of inclusion, focus on health and well-being, and flexible working models help ensure that everyone – regardless of background – feels included and can run at their best. At SAP, we believe we are made stronger by the unique capabilities and qualities that each person brings to our company, and we invest in our employees to inspire confidence and help everyone realize their full potential. We ultimately believe in unleashing all talent and creating a better and more equitable world.
SAP is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to the values of Equal Employment Opportunity and provide accessibility accommodations to applicants with physical and/or mental disabilities. If you are interested in applying for employment with SAP and are in need of accommodation or special assistance to navigate our website or to complete your application, please send an e-mail with your request to Recruiting Operations Team: Careers@sap.com.
For SAP employees: 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.

Requisition ID: 402238 | Work Area: Software-Research | Expected Travel: 0 – 10% | Career Status: Student | Employment Type: Limited Part Time | #LI-Hybrid
Requisition ID: 402238
Posted Date: Aug 7, 2024
Work Area: Software-Research
Career Status: Student
Employment Type: Limited Part Time
Expected Travel: 0 – 10%
Location:

Walldorf, DE, 69190
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