Machine Vision Algorithm Developer

R&D
Migdal Haemek
Full-time
Description

What our Algo developers do:

The position Includes diverse scopes of work from innovation through roadmap and short-term features and down to supporting existing capabilities and providing problem analysis expertise.

Comprises multi-disciplinary (physics, mechanics, sys engineering and application) interactions and provides wide exposure to those fields as an integrated part of the job.

May require exciting short overseas travel to customer sites.

Our algorithm developers play an active and leading role in the entire development process - A "One Stop Shop". From problem formulation through research and development and on to final product implementation within Camtek's SW and algorithms frameworks. Our unique blend of activities exposes members of the team to vision, data and software tasks, enabling professional and personal growth in various disciplines.

Vision and data challenges span processing, manipulation and analysis of 2D and 3D sensory data as well as (big) Data Sets, while running across a heterogenous (CPU\GPU) complex distributed computing system.

Such challenges cover:

Automatic anomaly detection under challenging conditions
Classification and filtering
Object detection, registration and measurement
(Big) Data analysis and manipulation

The core disciplines employed cover:

Classic computer vision
Machine learning and Deep Learning
Image Processing and enhancement
Computational Geometry
Statistical analysis and modeling
Coding: C\C++\C#\Matlab\Python

Requirements

General:

M.Sc or Ph.D. in computer science, electrical engineering, physics, mathematics or equal
Passionate about innovation and keeping in tune with up to date trends
Work within a team and mentor others while being able to Independently lead a task\algorithm project, including multi-disciplinary interaction

Vision\data ( at least 3 years of experience):

Theoretical and practical knowledge of machine learning, deep learning and statistical analysis and modeling
Proficiency with a deep learning framework such as TensorFlow\Keras\PyTorch
Familiarity with and understanding of the classic image processing and computer vision field
Proficiency with Python and Matlab, including machine learning, machine vision and image processing libraries\extensions

Coding ( at least 3 years of experience):

C\C++
Matlab \ Python

Appreciated Skills:

OpenCL\CUDA\C#
OOP\OOD
Prior Experience from a multi-disciplinary company (optical systems/microscopy, medical, defense, automotive industries)
Experience in the semiconductor industry processes and terminology
Seniority Level
Mid-Senior level
Industry
Semiconductors
Employment Type
Full-time
Job Functions