Algorithm Engineer (R&D)

KLA-Tencor (Singapore) Pte Ltd; Hong Kong; On-site; HKD 900,000 - 1,300,000; Full time

Job summary

KLA-Tencor (Singapore) Pte Ltd is seeking a highly skilled researcher to develop image and signal processing algorithms for advanced optical inspection and metrology systems.

You will own the full algorithm lifecycle from concept through production software, with a strong emphasis on modeling, prototyping, validation, and documentation.

Qualifications

• PhD or master's in EE/CS/Physics with strong algorithm development experience.
• Proven track record in algorithm development and multi-disciplinary collaboration.
• Experience in CUDA, parallel or distributed computing is a strong plus.

Responsibilities

• Develop image and signal processing algorithms for optical inspection and metrology systems.
• Handle end-to-end lifecycle from modeling to production software and documentation.
• Collaborate with cross-functional teams for prototyping and testing.

Skills

Algorithm development

Texture analysis

Deep learning

Image segmentation

Feature extraction

Classification

Statistical data analysis

Signal processing

CUDA programming

Parallel computing

Distributed computing

C/C++

MATLAB

Python

OOD/OOP

Communication skills

Teamwork

Education

PhD in Electrical Engineering

PhD in Computer Science

PhD in Physics

Master's degree in EE/CS/Physics

Tools

CUDA

MATLAB

Python

C/C++

Job description

Responsibilities:

The job focuses on the development of image and signal processing algorithms for the next generations of optical inspection and metrology systems. The responsibilities of this position covers the entire life cycle of algorithms, including modeling, proof-of-concept design, production software design and implementation, performance characterization, documentation and user support. Since algorithms can affect many aspects of the system, significant amount of time be spent on cross-function team collaboration for prototyping and testing.

Requirements:

• Ph.D. or Master Degree holder in Electrical Engineering, Computer Science and Physics with strong experience in algorithm development is preferred.
• The position requires a proven innovative track record and solid fundamental knowledge in the related fields of algorithm development, including texture analysis, deep learning, image segmentation, feature extraction, classification, statistical data analysis, signal processing, filter theory.
• Experience in any one of the following areas is a big plus: algorithm performance optimization, CUDA programming, parallel computing, distributed computing.
• Software skills required include C/C++, OOD/OOP, MATLAB and/or Python.
• The candidate needs to be a self-motivated individual with ability to work independently and/or in a team. Strong written and verbal communications skills are needed for extensive interactions with members of a multi-disciplinary global team.