Production ML Intern: Build, Monitor & Scale AI Solutions

Infineon Technologies AG; Singapore; Vor Ort; SGD 17.000 - 29.000; Vollzeit

Zusammenfassung

Infineon Technologies AG in Singapore invites you to join as an AI/Data Science Intern to support production AI applications and prototype new use cases across computer vision, predictive modeling, anomaly detection, optimization, and GenAI where applicable.

You will monitor production models, improve data pipelines, evaluate models against KPIs, and collaborate with cross-functional teams to enable deployment, scaling, and ongoing improvement across sites.

Qualifikationen

• Bachelors/Masters in Data Science or related field.
• Solid foundation in ML fundamentals (training/evaluation, overfitting, cross-validation).
• Proficiency in Python and basic SQL for data extraction and analysis.
• Familiarity with Git and reproducible development workflows.
• Awareness of containerization and orchestration basics (Docker/Kubernetes).
• Understanding GenAI/LLMs (prompt engineering, embeddings, RAG) and related tooling; basic agentic AI concepts.
• Strong learning mindset and ownership: proactive, detail-oriented, able to communicate clearly and collaborate across teams.

Aufgaben

• Production model monitoring & remediation: monitor and sustain performance, investigate deviations, and implement fixes.
• Use case exploration & prototyping: assess feasibility and prototype new AI use cases aligned with business KPIs.
• Data pipeline enhancement: improve data pipelines and preprocessing for quality and repeatability.
• Model evaluation & validation: benchmark and document results, risks, and limitations.
• Cross-functional collaboration & enablement: collaborate with teams and drive knowledge sharing through docs and demos.
• Deployment, scaling & continuous improvement: support deployment readiness and scaling of AI solutions across processes and sites.

Kenntnisse

Python

SQL

Git

Docker/Kubernetes

GenAI concepts

Learning mindset

Ausbildung

Bachelor's/Master's in Data Science

Tools

None

Jobbeschreibung

Infineon Technologies AG in Singapore invites you to join as an AI/Data Science Intern to support production AI applications and prototype new use cases across computer vision, predictive modeling, anomaly detection, optimization, and GenAI where applicable.

You will monitor production models, improve data pipelines, evaluate models against KPIs, and collaborate with cross-functional teams to enable deployment, scaling, and ongoing improvement across sites.