Computer Vision Engineer

Harvey Nash; Fremont (CA); Presencial; USD 140.000 - 190.000; Jornada completa

Descripción de la vacante

Harvey Nash Group is seeking a Senior Computer Vision Software Engineer for an on-site role in Fremont, CA. You will focus on embedded software control, robotics, and machine vision within a semiconductor equipment context.

Proficiency in C#/C++, Visual Studio, and OpenCV is essential. The role involves end-to-end software development, from requirements to testing, collaboration with ME/EE/SW teams, and customer-facing documentation.

Formación

• MS or BS in computer science or equivalent of 7 years of work experience, with experience in Computer Vision and Image Processing.
• Written and verbal communication skills to communicate design with rest of the team.
• 7 years of experience in professional software development.
• 7 years of experience in programming C# and/or C++.
• Experience with UML for OO analysis/design, including state machines.
• Experience in multi-threading and network communication.
• Experience in software for instrumentation or equipment control.
• Experience working with a small project team of 6–12 engineers.
• Experience in Linux customization.
• Experience using GIT and DevOps.
• Experience with OpenCV and machine vision.
• Experience with ML/DL frameworks such as TensorFlow, PyTorch; knowledge of DL literature is a plus.
• Robotics and motion control software experience is a plus.

Responsabilidades

• Gather requirements, write specs, and have them reviewed by the team.
• Write design specs and have them reviewed by the team.
• Implement designs with C# and C++, with code reviews.
• Design and run unit tests over emulation and hardware.
• Integrate software components and perform SQA testing.
• Collaborate with ME, EE, and SW engineers for system integration.
• Document release features and customer notes.
• Support customers during software integration and field escalations.
• Participate in team reviews of specs, code, documentation, and tests.

Conocimientos

C#

C++

Computer Vision

Image Processing

Multi-threading

REST APIs

OpenCV

ML/DL frameworks

Linux

GIT

Educación

MS or BS in Computer Science or equivalent of 7 years experience

Herramientas

Git

DevOps

Docker

Kubernetes

Visual Studio

TensorFlow

PyTorch

Descripción del empleo

Senior Computer Vision Software Engineer

Location: On-site Fremont, CA

Type: Full Time

Job Description

The focus of the job is on equipment control for the semiconductor business. The primary area of work is C# programming with Microsoft Visual Studio 2022, targeting Windows 10, Linux operating systems. The projects all involve embedded software control of robotic and other motion related hardware. In addition, machine vision and machine learning technologies are being incorporated into the system. The following specific tasks will be performed during the project life cycle.

• Gather requirements, write requirement specification, and get spec reviewed by team.
• Write design specification, and get spec reviewed by team.
• Implement the design with C#/C++ programming, and get code reviewed by team.
• Design test cases, and run unit testing over software emulation and on hardware.
• Integrate software component to overall system, and perform SQA testing.
• Work with rest of team, including ME, EE and SW engineers in system level integration.
• Document release features and application notes for customers.
• Support customers in their software integration, and in handling field escalations.
• Participate in team reviews on specs, on code, on documentation and on test-cases.

Qualification

As a Computer Vision Software engineer, your tasks are focused on developing and testing image processing algorithms used in our robotic systems. The work covers the entire pipeline from data collection to training and testing models, as well as improving the existing algorithms. The robotic projects are multidisciplinary team efforts, and you get to work with electrical and mechanical engineers while developing your software piece.

The following qualifications are required:

• MS or BS in computer science or equivalence of 7 years of work experience, with experience in Computer Vision and Image Processing
• Written and verbal communication skills to communicate design with rest of the team.
• 7 years of experience in professional software development.
• 7 years of experience in programming C# and/or C++.
• Fluency in using UML for Object Oriented Analysis/Design, including state machines.
• Experience in programming multi-threading, and network communication.
• Experience in working on software in instrumentation or equipment control.
• Experience in working with a small project team of 6 – 12 engineers.
• Experience in customization of Linux operating system.
• Experience using GIT source control such as Microsoft DevOps.
• Experience in software applications and algorithms using machine vision and OpenCV.
• Experience in software applications and algorithms using machine learning.
• Hands on experience in developing new learning algorithms for computer vision tasks such as object detection, object tracking, segmentation analysis and depth estimation.
• Experience with developing REST APIs and Familiarity with Database (SQL or NoSQL)
• Experience with Containerization technology such as Docker and/or Kubernetes
• Experience using GIT source control
• Experience with ML/DL frameworks such as Tensorflow, Pytorch etc is a plus.
• Knowledge of current DL literature and the mathematical foundations of machine learning is a plus.
• Experience in working on robotics and motion control related software is a plus.
• Knowledge of current Deep Learning literature and the mathematical foundations of machine learning is a plus.