MACHINE LEARNING ENGINEER - ALGORITHM, COMPUTER VISION AND GENERATIVE AI

Company: Ipro Networks Pte. Ltd.
Location: Los Angeles
Posted on: November 15, 2024

Job Description:

Position Type: Full Time

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Location: Remote
Salary Range / Rate (Currency): $170,000 - $220,000 per year
Job ID#: #148994About:
An innovative leader in AI-powered construction technology is redefining efficiency in engineering and real estate development. Leveraging cutting-edge generative design tools, the company helps engineers and developers produce optimal construction-ready layouts that save time and reduce costs. With recent funding from top-tier venture capital, the company is well-positioned to scale its impact across North America and beyond.Role Overview:
We are looking for an Algorithm Engineer specializing in computer vision and generative AI to advance the capabilities of the company's design software. This role focuses on developing and refining computer vision algorithms to support 3D modeling and data automation. The ideal candidate will have a strong foundation in computer vision, experience with generative models, and a passion for applying AI to construction engineering.Key Responsibilities:

• Algorithm Development: Design and implement state-of-the-art computer vision algorithms for structural analysis and 3D modeling.
• Research & Innovation: Develop models like GANs, VAEs, and diffusion models, and explore synthetic data applications to enhance generative design capabilities.
• Collaborative Implementation: Work closely with cross-functional teams to integrate and optimize algorithms, maintaining product quality and performance.
• Thought Leadership: Publish findings in leading journals (e.g., CVPR, ICCV), contribute to the CV community, and help shape the future of AI in construction.Qualifications:
  • Education: Ph.D. in Computer Vision, Machine Learning, or a related field preferred (1-2 years of experience); master's candidates with 3-5 years of relevant experience will also be considered.
  • Experience: Proven background in computer vision projects, ideally with publications in conferences or journals.
  • Skills: Expertise in GANs, VAEs, 3D vision, synthetic data, and automated data annotation.
  • Mindset: Detail-oriented, solution-driven, and passionate about the construction industry; experience in startups is a plus.Benefits:
    • Competitive salary with bonuses, full healthcare coverage, and an opportunity to work on impactful AI innovations.
    • Fully remote work flexibility, with a collaborative team culture across multiple countries.
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Keywords: Ipro Networks Pte. Ltd., Fountain Valley , MACHINE LEARNING ENGINEER - ALGORITHM, COMPUTER VISION AND GENERATIVE AI, Engineering , Los Angeles, California