高级系统工程师，摄像头/成像 [远程]
Senior Systems Engineer, Cameras/Imaging [Remote]
我们的使命是通过构建下一代技术，帮助客户在其组织中实现变革性价值，定义数百万用户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，正处于他们打造新一代平台和体验的核心位置。目前和过去的客户包括苹果、谷歌、Meta、迪士尼、梦工厂、动视暴雪、泰克尼奇、ESPN、乐高、NASA 等。
职位描述
作为一支小型且充满活力的团队成员，你将在推进相机捕捉成像技术的同时，开发端到端的高保真、高精度、照片级真实感相机模拟器。这些项目的范围将包括与相机架构师及其他团队（如系统、光学、算法开发和图像质量团队）协作，执行、验证并改进用于架构验证和组件选型的相机模拟。
你将负责
· 开发、验证和执行最先进的成像软件模拟工具，以支持消费类产品的新相机硬件探索、机器学习数据集生成和产品架构任务
· 研究最新的成像模拟方法（例如 ISET、ZEMAX、非顺序光线追踪），以实现消费类移动产品的架构、算法和图像质量开发中的真实相机行为模拟
· 进行实验和数据收集，以验证模拟器的准确性，并提升模拟器建模能力和效率
· 搭建实验室环境，采集相机原型的图像数据，以支持相机设计研究。操作、校准并进行实验室设备的日常维护
· 开发并记录相机测试方法，以支持 2D/3D 相机系统性能分析
· 开发和调试图像数据采集自动化测试脚本
· 处理、分析和整理测量数据；呈现初步分析结果
· 推动供应商互动和管理，以支持概念演示交付相机原型
我们希望你具备
· 计算机科学、成像科学、图像处理、计算机视觉或相关领域的硕士/博士学历
· 需要了解图像形成过程（光谱、光学/像差、点扩散函数、传感器噪声、傅里叶理论、采样/混叠）以成功建模和模拟复杂的成像现象
· 有相关经验
查看英文原文
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