AI/ML Engineer – Architectural Modeling (Intern) - US

Genia; Los Angeles (CA); On-site; USD 34,000 - 55,000; Full time

Benefits offered by this job

Equity incentives

Competitive compensation package

Job summary

A generative AI startup in Los Angeles is seeking interns focused on computer vision for architectural design automation. The ideal candidate is pursuing a Bachelor's or Master's in Computer Science or related fields, skilled in Python, and enthusiastic about AI innovation. This role offers hands-on experience with cutting-edge projects and the chance to significantly impact real user applications. Outstanding performers have the opportunity for a full-time position. Join us to revolutionize the real estate market with AI-driven solutions!

Qualifications

• Currently pursuing a Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Computer Vision or related field.
• Experience from courses, internships or projects in computer vision, image processing or machine learning is preferred.
• Familiar with classic CV algorithms (e.g., contour/edge detection, shape analysis) preferably with OpenCV.

Responsibilities

• Assist in developing and testing computer vision models for architectural drawings.
• Apply classic CV techniques on drawing data.
• Train and evaluate deep learning models under senior engineers' guidance.
• Support data preparation pipeline including DWG preprocessing, rasterization, augmentation, and annotation.
• Document experiments, benchmarks, and share insights with the team.
• Collaborate with engineers and researchers to integrate models into the Structural AI Agent.

Skills

Experience with computer vision techniques

Proficient in Python

Familiar with classic CV algorithms

Experience with deep learning frameworks

Strong problem-solving skills

Good communication skills

Education

Currently pursuing a Bachelor's or Master's degree in Computer Science or related field

Tools

PyTorch

TensorFlow

OpenCV

Jupyter Notebook

Git

NumPy

Pandas

Shapely

DWG/DXF CAD familiarity

Job description

Responsibilities

• Assist in developing and testing computer visionmodels for detecting and segmenting elements in architectural drawings.
• Apply and experiment with classic CV techniques(e.g., edge detection, contour analysis, shape recognition) on drawing data.
• Train and evaluate deep learning models (e.g.,CNN, U-Net, YOLO, Mask R-CNN) under the guidance of senior engineers.
• Support the data preparation pipeline, includingDWG preprocessing, rasterization, augmentation, and dataset annotation.
• Document experimental processes, benchmarkresults, and share insights with the team.
• Collaborate with engineers and researchers tointegrate models into our Structural AI Agent.

Qualifications

Education& Background:

• Currently pursuing a Bachelor's or Master'sdegree in Computer Science, Artificial Intelligence, Computer Vision, or arelated field (preference for students from top-tier universities).
• Experience from courses, internships, orprojects in computer vision, image processing, or machine learning ispreferred.

ComputerVision:

• Familiar with classic CV algorithms (e.g.,contour/edge detection, shape analysis, geometric transformations), preferablywith OpenCV.
• Experience building, training, and evaluatingdeep learning CV models (e.g., CNN, U-Net, YOLO, Mask R-CNN, ViT).
• Knowledge of OCR and text recognition methods isa plus.

TechnicalSkills:

• Proficient in Python and at least one ML/CVframework (e.g., PyTorch, TensorFlow, OpenCV).
• Experience with Jupyter Notebook, Git, NumPy,Pandas, and Shapely.
• Familiarity with CAD formats (DWG, DXF) orcomputational geometry is a plus (not required).

Soft Skills:

• Enthusiastic about the startup environment; ableto adapt to a fast pace and uncertainty.
• Eager to learn, willing to experiment, andpossess strong problem-solving skills.
• A good communicator, able to share results andchallenges with the team.
• You will directly participate in the R&D ofthe next-generation Structural AI Agent for Structural Engineers, with theopportunity for a full-time offer for outstanding performers.
• Gain front-line, practical experience at a starstartup, not just a \"supporting role.\"
• Your work will be rapidly integrated intoproduct prototypes and used by real users.

About Us

Established in 2023, Genia is dedicated to empowering the North American real estate market with generative AI. Our product, Structural CoPilot, automates the generation of structural engineering design drawings for the construction sector, enhancing efficiency and quality for engineering design firms and real estate developers.

The founding team has a deep background in the architecture and AI industries, with experience from leading internet and architectural engineering companies such as Amazon, Tencent, and ARUP. Team members hold degrees from renowned universities, including Yale, UPenn, Columbia, CMU, Duke, UCLA, and UBC. They have a proven track record of building multiple AI products from the ground up.

In early 2024, Genia successfully closed a multi-million dollar financing round with investors including a top-tier Silicon Valley venture capital firm and Europe's largest construction technology fund. We have also established strategic partnerships with several North American architectural engineering firms. The company is in a phase of rapid expansion and offers a competitive compensation package, including equity incentives for outstanding talent. We sincerely invite talented individuals from all backgrounds to join us!

Apply Now

If you are interested in joining us, send your resume and any other materials to hr [at] genia.design. We look forward to working with you soon!

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