Senior Systems Engineer, Cameras/Imaging [Remote]
我们的使命在数字鱼是通过构建下一代技术来帮助客户从其组织中获得变革性的价值，从而为数百万用户定义了数字媒体创作和消费的未来。我们与领先的数字媒体公司合作，并处于他们努力建立新一代平台和体验的中心。当前和过去的客户包括果，谷歌，Meta,迪士尼，梦想作品，活动，科技色彩，ESPN,乐高，NASA 和其他许多人。THE ROLE 作为一个小而动态的团队的一部分，你将在进步摄像头捕获图像技术方面发挥关键作用，同时开发端到端高忠实性，高精度和照片现实相机模拟器。这些项目的范围包括与摄像头建筑师和其他团队合作，如系统，光学，算法开发和智能 IQ 团队，执行，验证和改进摄像头模拟，用于架构验证和组件下降选择等用途。你会做什么？·开发，验证和执行最先进的影像软件模拟工具，以实现新型相机 HW 探索，机器学习数据集生成以及消费产品产品产物架构任务 ·调查最新的影像模拟方法 （例如 ISET,ZEMAX,非序列射线追踪）以便实现实践地模拟建筑，算法和消费手机产品图像质量发展的真实行为摄像头 ·试验和数据收集来验证模拟器精度并提高模拟器建模能力和效率 ·建立和推广用于支持相机设计研究的原型图像数据采购的实验室设置。操作，校准和进行实验室设备的常规维护 · 开发并记录摄像头测试方法以支持2D/3D 摄像机系统性能分析 · 开发和调整图片数据收集自动化的测试脚本 ·处理，分析和组织测量数据；提出初步分析 · 驱动供应商互动与管理提供相机原型来支持概念示范谁是你 ·计算机科学，影像科学，图像处理，计算机视觉或相关领域的 MS/博士学位 · 对于成功模拟和模拟复杂的影像现象所需的图像形成过程知识 （频谱，光学/异差，PSF,传感器噪声，福利尔理论，采样/化）·经验
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Our mission at DigitalFish is to help our customers derive transformative value across their organizations by building next-generation technologies that define the future of digital-media creation and consumption for millions of users.
We have partnered with leading digital media companies, and are at the center of their efforts to build a new generation of platforms and experiences. Current and past customers include Apple, Google, Meta, Disney, DreamWorks, Activision, Technicolor, ESPN, LEGO, NASA and many others.
THE ROLE
As part of a small and dynamic team, you'll play a pivotal role in advancing imaging technology for camera capture while developing end-to-end high fidelity, high accuracy, and photo reality camera simulator. The scope of these projects will encompass collaborating with camera architects and other teams such as systems, optics, algorithm development and IQ team, to execute, validate and improve camera simulation for purposes like architecture validation and component down selection.
WHAT YOU'LL DO
- Develop, validate, and execute state-of-the-art imaging software simulation tools to enable novel camera HW explorations, machine learning dataset generation, and product architecture tasks for consumer products
- Investigate latest imaging simulation methods (e.g. ISET, ZEMAX, non-sequential ray tracing) to enable realistic simulation of real camera behavior for architecture, algorithms, and image quality development for consumer mobile products
- Experiment and data collection to validate simulator accuracy and to improve simulator modeling capability and efficiency
- Build and bring up lab setups for image data acquisition of camera prototypes to support camera design studies. Operate, calibrate, and perform routine maintenance of lab equipment
- Develop and document camera test methodologies to support 2D/3D camera system performance analysis
- Develop and debug test scripts for image data collection automation
- Processing, analysis and organizing measurement data; presentation of initial analysis
- Drive supplier interaction and management to deliver camera prototypes in support of concept demonstrations
WHO YOU ARE
- MS/PhD degree in Computer Science, Imaging Science, Image Processing, Computer Vision, or related fields
- Knowledge of image formation process (spectrum, optics/aberrations, PSF, sensor noise, Fourier theory, sampling/aliasing) needed to successfully model and simulate complex imaging phenomena
- Experience and knowledge in developing and tuning Image Signal Processing (ISP) pipeline
- Experiences in image quality testing of camera systems and familiar with image quality metrics and analysis
- Experience coding in languages such as MATLAB, Python, C/C++, preferably CUDA, design code for efficiency, and target different platforms such as GPU, Cloud, and other
- Experience coding in MATLAB or Python
- Hands on experience in the development of lab setups for camera system performance study
- Experiences in camera calibration and modeling of imaging systems
- Familiar with image sensor, imaging optics, and image processing algorithms
- Ability to work with minimal direction and managing a project independently from start to finish
- Proof of eligibility to work in the United States
COMPENSATION & BENEFITS
- The annual compensation includes equity (per qualifications)
- The annual salary range for this position is $145,000 to $170,000 plus equity (per qualifications)
- The base pay offered will take into account internal parity, job-related knowledge, skills, and experience among other factors
- Health Insurance - Medical, Dental, Vision and Life Insurance
- Discounts on movie tickets, theme parks, hotels, Broadway and Vegas shows, shopping partners & more
- Flexible working environment and more!
ADDITIONAL INFO
DigitalFish is an equal opportunities employer ensuring that all applicants are treated equally and fairly throughout our recruitment process. We are determined to ensure that no applicant experiences discrimination on the basis of sex, race, ethnicity, religion or belief, disability, age, gender identity, ancestry, sexual orientation, veteran status, marriage and civil partnership, pregnancy and maternity, or any other basis prohibited by applicable law.
DigitalFish may share your personal information and resume with trusted partners only as necessary to help facilitate your employment journey.
DigitalFish is not able to sponsor immigration petitions for this role at this time.
All applicants must have the right to work in the United States.
We look forward to hearing from you!
Originally posted on Himalayas