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Senior Computer Vision Engineer

Hosta a.i.

Remote / Boston, MA, US
  • Job Type: Full-Time
  • Function: Engineering Software
  • Industry: AI/ML
  • Post Date: 02/13/2024
  • Website: hosta.ai
  • Company Address: 93 Gore St, Cambridge, Massachusetts 02141, US
  • Salary Range: $50,000 - $150,000

About Hosta a.i.

Our artificial intelligence with human-like perception of the built environment, advanced AI expertise, and spatial data delivers exceptionally accurate insights with an unparalleled confidence level, outperforming conventional property inspections.

Job 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, the built environment, and eager to make a significant impact.

 

Job Description:

As a Senior Computer Vision Engineer specializing in deep learning and data analytics, you'll develop differentiated models into a robust production pipeline for large-scale enterprise usage. Your expertise in identifying and training the right 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 in the cloud
  • Create and manage feedback loops to improve model accuracy and efficiency
  • Collaborate with multidisciplinary 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/PhD  in Computer Science or related field
  • 5+ years of experience in designing, training, and deploying computer vision models
  • Proficiency in Deep Learning frameworks (PyTorch, Tensorflow), 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

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