Senior computer vision engineer

2 days ago


India Renoworks Software Full time

Who We Are We are Renoworks. We power the most important decisions in new home construction and remodeling through our proprietary online visualization software products, services, and data insights. Our over 20 years of visualization leadership has helped thousands of manufacturers, material suppliers, contractors, and builders empower millions of homeowners to reach their final purchase decisions with peace of mind. Our mission is to continue to innovate by connecting the value chain in ways that will change how everyone approaches home construction and remodeling. What Does a Senior Computer Vision Engineer do?  As a Senior Computer Vision Engineer, you are responsible for working on Computer Vision and rendering related projects based on business needs, support project planning, dataset curation, train, test and deploy AI models to production, develop and integrate AI applications, APIs etc. Job Summary  We are looking for a motivated individual to join our company as a Senior Computer Vision Engineer. In this role, you work within the Data Science and Analytics (DSA) team to ensure the completion of AI, Computer Vision, ML and rendering related projects. We are looking for a candidate who can be trusted to effectively support the DSA team and make sure projects are highly organized as they go through the project life cycle.   Senior Computer Vision Engineer would primarily be working on improving post-processing steps to calculate perspective, scale, orientation and 2 D/3 D geometry shapes of objects using monocular images, upgrading 2 D rendering engine to 3 D, along with AI model training, testing, deploying models to production and software development etc. Senior Computer Vision Engineer must have a strong background in 2 D/3 D Computer Vision, Rendering, Image Processing, Deep Learning etc.  Duties and Responsibilities  Develop and enhance current post-processing steps to estimate 2 D Perspective, geometric shape and orientation of objects using a single reference image in complex real-world scenarios.  Support the rendering team to upgrade current 2 D rendering engine to 3 D.  Enhance existing software pipelines and API’s and make sure they are reliable, efficient and scalable.  Train, test and deploy AI models to production on AWS Cloud.  Develop AI Software tools and applications by producing clean and efficient code.  Curate and process custom datasets for model training.  Collaborate with AI Engineers, Data Engineers, Data Scientists and other Software Engineers in the organization and define project scope, curate datasets, integrate production models with the rest of the services.  Prioritize and execute tasks across several projects in the entire software development life cycle.    Requirements and Qualifications  Masters's degree in AI, Computer Vision, Computer Science, Robotics, Data Science, Electronics Engineering or a related field with 3+ years of experience or Bachelor’s degree with 5+ years of experience in the same areas.  Proven work experience as a Senior Computer Vision Engineer or similar role.  Have a strong practical and theoretical knowledge of 2 D/3 D Computer Vision (photogrammetry, 3d reconstruction, 2 D/3 D geometry, pose estimation, monocular image depth & surface normal estimation, lighting and shading, segmentation, object detection etc.), Image Processing, Deep Learning, Machine Learning, Software Development Life Cycle and Design Patterns.  Proficient in 3 D rendering techniques, algorithms and 3 D math.  Extensive experience in defining software scripting, API development and project planning, deploying AI models to production on AWS Cloud.  Proven experience in Python programming language and AWS Cloud (EC2, Lambda, S3, Dynamo DB etc.,).  In depth knowledge of AI/Machine Learning libraries like Py Torch, Scikit-learn, Open CV, Numpy, Pandas, Matplot-lib, t-sne, Git etc.,  Familiarity with Linux and Ubuntu operating systems.  Excellent communication and time management skills.  Strong attention to detail.  Analytical mind with problem-solving aptitude.  Ability to work independently and in a team.  Preferred Skills: Generative AI (Stable Diffusion, Control Net's, LLMs ) 



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