Chip Physical Verification Data Engineer (Mid/Senior)

MediaTek; Singapore; On-site; SGD 60,000 - 80,000; Full time

Job summary

MediaTek in Singapore is seeking a data engineer to manage the extraction and loading of data generated in the IC Design process. The ideal candidate will hold a Bachelor’s or Master’s degree in Electrical/Electronics Engineering or Computer Science and be proficient in EDA tools like Calibre and DRV. Responsibilities include data transformation, integration, and workflow optimization, ensuring data integrity and security. The position offers a collaborative environment with strong emphasis on communication skills.

Qualifications

• Proficient in EDA tools and familiar with IC Design workflow.
• Strong communication and collaboration skills.
• Capable of data transformation and loading (ETL).

Responsibilities

• Responsible for ETL of data generated in IC Design process.
• Integrate data from EDA tools and databases.
• Develop and optimize data workflows for analysis.

Skills

EDA tools proficiency

Data analysis skills

Python proficiency

Collaboration skills

Education

Bachelor/Masters Degree in Electrical/Electronics Engineering or Computer Science

Tools

MongoDB

MySQL

Neo4j

Job description

Job Description

• Responsible for extracting, transforming and loading (ETL) of data generated in various stages of IC Design process (e.g. Physical verification stage).
• Integrate data from EDA tools (Calibre, DRV, ICV, Fusion Compiler, Innovus), design databases (netlist and layout), and workflow systems.
• Develop and optimize data workflows to facilitate data collection for analysis, machine learning and dashboard.
• Ensure data integrity, governance, and security best practices throughout all data engineering processes.
• Monitor job performance and implement automation and alerting for data operations.
• Work with on-prem data platform.
• Collaborate with data analysts and business stakeholders to gather requirements and ensure data quality and availability.

Main Requirements and Qualifications

• Bachelor/Masters Degree in Electrical/Electronics Engineering or Computer Science
• Proficient in EDA tools (Calibre, DRV, Laker, ICV) and familiar with IC Design workflow for design data extraction.
• Proficient in MongoDB, Python or Perl for data processing.
• Strong data analysis, data verification and problem-solving abilities.
• Strong communication and collaboration skills, with the ability to work effectively in a fast-paced, team-oriented environment.
• Familiar with database systems such as Relational Database Management System (MySQL) and Graph database (Neo4j) is a plus.
• Location: One North, Singapore