Internship: Research Engineer Llms for Code

Il y a 7 mois

Mougins, France SAP Temps plein

**We help the world run better**

**What you'll do**

This internship is based in the SAP Labs France Research Lab in Sophia-Antipolis, in the context of the Research Program “SAP Security Research” and under the “Intelligent Code Analysis” topic. This topic aims at using state-of-the-art machine learning techniques to analyze code make it more secure.

Large Language Models (LLMs) have gained traction in different domains but concerns remain due to their tendency to hallucinate and their low accuracy in certain tasks.
- The goal of the internship is to continue exploring the performance of LLMs in the vulnerability management process of software with open source components.
- The intern will benchmark the performance of LLMs in different code-security related tasks (e.g. the detection of security-relevant commits) and compare them to previous text-based [1] and syntactic and semantic code representations [2].
- [1] Sabetta et al. A Practical Approach to the Automatic Classification of Security-Relevant Commits. 2018 IEEE International Conference on Software Maintenance and Evolution (ICSME). IEEE, 2018._
- [2] Cabrera Lozoya et al. Commit2vec: Learning distributed representations of code changes. SN Computer Science 2.3 (2021): 1-16._

**What you bring**
- University Level: Last year of MSc in Computer Science or beyond, or any equivalent education
- Solid programming foundations, hands-on knowledge of one or more languages (e.g. Java, Python)
- Good knowledge of Machine Learning techniques and libraries
- Familiarity with academic research is a plus
- Fluency in English (working language)
- Abilities in organizing meetings and contacting people
- Good oral and written communication skills
- Capacity to write documents in English, ability to synthesize
- 4-6 month internship
- Start date: asap
- Full-time

**Meet your team**

Maintaining security is a constantly shifting task, and we need to respond with continuous learning and research. The portfolio of SAP Security Research contains those topics that we believe are most important for SAP’s security future.

**We build breakthroughs together**

**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.

**EOE AA M/F/Vet/Disability**:
Qualified applicants will receive consideration for employment without regard to their age, race, religion, national origin, ethnicity, age, gender (including pregnancy, childbirth, et al), sexual orientation, gender identity or expression, protected veteran status, or disability.

Requisition ID: 381076 | Work Area: Software-Research | Expected Travel: 0 - 10% | Career Status: Student | Employment Type: Intern | Additional Locations: #LI-Hybrid.

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