Internship - Database Integrity Analysis and

2 days ago

Singapore Infineon Technologies Full time

Project title: database analysis, data preparation & correction tool for automotive development process The student, under the guidance of an assigned mentor (automotive package concept team), will be responsible for software development focusing on preparation & cleaning of data critical for machine learning, identification of data errors from multiple sources, exploration of automated correction

**The objective of the project is to**:

- **Understand **the **existing automotive development process**:

- **Extract development **and **production data **from **internal database**:

- Define relevant and focus data sets
- **Identify data inconsistencies **in a **structured manner**:

- **Report inconsistencies **to the **respective database owners **and **suggest corrections**:

- **Implementation using AI algorithms **shall be proposed for increased efficiency & to enable generalisation
- Demonstrate effectiveness of solution with pilot use case

**Key processing steps are expected to be**:

- Remove **unwanted observations**:

- Provide **missing data handling**:

- Solve structural errors
- **Manage outliers**

**No pre-knowledge is required **on the existing automotive development process.

**Technical learning outcomes**:

- **Demonstrate the ability to **understand project requirement, automotive system, IC development process **, and manage project in timeline manner to achievable project target**:

- **Demonstrate the ability to **define a framework concept **and **demonstrate data analytic **and **data visualization capability **for **automotive development process.**:
**Non-technical**:

- **Understanding of **automotive semiconductor R&D processes**:

- **Exposure to industry practices and processes**:

- **Additional sharing will be done by manager (soft skills, etc.)**

**You are best equipped for this task if you have**:

- **Strong software engineering competency **with **special interest **and **knowledge in big data analytics & machine learning.**:

- **Prior experience **in **decision making software development **is wished.
- Fluent in **Microsoft Excel **and **Python.**:

- Familiarity with tools such **Pandas, Python, Tensor flow **and PyTorch is an advantage.
- Team player, curious and thinking out of the box.
- Language: English required for communication.

**Part of your life. Part of tomorrow.**

Infineon is a world leader in semiconductor solutions that make life easier, safer, and greener. Our solutions for efficient energy management, smart mobility, and secure, seamless communications link the real and the digital world.

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