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Senior Computer Vision Engineer

Hosta AI

Hosta AI

Software Engineering
Boston, MA, USA
Posted on Monday, August 28, 2023

Senior Computer Vision Engineer

Company Description:

Backed by renowned investors who share our vision of virtualizing the built environment by leveraging cutting-edge AI solutions. Born out of MIT, our founders are technology and analytics experts, and we're seeking like-minded individuals who are passionate about computer vision and the built environment and eager to make a significant impact.

Job Description:

As a Senior Computer Vision Engineer specializing in deep convolutional neural networks and data analytics, you'll develop differentiated models into a robust production pipeline for large-scale enterprise usage. Your expertise in identifying and training suitable models with the optimal dataset will contribute to our company's success. This is a highly collaborative job where you'll drive the seamless integration of your computer vision algorithms into our production environment.

Tasks:

  • Identify and select appropriate computer vision methods for image processing and detection
  • Curate and preprocess datasets to train and fine-tune models
  • Formulate and solve numerical optimization problems to enhance model performance
  • Design and implement regression testing processes for model evaluation
  • Integrate computer vision algorithms into the production pipeline
  • Create and manage feedback loops to improve model accuracy and efficiency
  • Collaborate with pipeline and 3D reconstruction teams to ensure end-to-end solution value
  • Provide architectural insights and design robust software solutions
  • Drive the successful deployment of computer vision technology at scale
  • Meet deadlines and communicate status effectively

Skills & Experience:

  • BS/MS in Computer Science or related field
  • 5+ years of experience in designing, training, and deploying computer vision models
  • Proficiency in Deep Learning frameworks (PyTorch), Python, and/or C++ for model development and integration
  • Strong foundation in linear algebra, numerical optimization, and statistical analysis
  • Expertise in selecting and fine-tuning models for improvement and commercialization  
  • Proven track record of transitioning R&D projects into production pipelines
  • Experience with regression testing, continuous integration, and feedback loops
  • Solid understanding of scalable computer vision solutions Effective communication and collaboration skills across disciplines

Benefits

You will work in a highly intellectual environment. We maintain a team spirit, intellectual curiosity, and fun even in a virtual environment. We are well funded to work on the hard things that matter in accomplishing our vision. On top of that, we offer: 

  • Equity eligible for this position
  • Employee Stock Purchase Plan
  • Health, Vision, and Dental Insurance, including expert medical opinion
  • Healthcare and Dependent Care Flexible Spending Accounts
  • Flexible paid time off (unlimited or accrued vacation and sick leave)
  • Life Insurance
  • 401k

We are looking for someone local!

We work in a hybrid environment, splitting time between our office in Cambridge, MA, and home

To Apply: 

Please submit a current resume, cover letter, and links to any additional information, such as online portfolio, projects, GitHub, LinkedIn, etc. to apply@hosta.ai