- Job Type: Full-Time
- Function: Engineering Software
- Industry: AI/ML
- Post Date: 06/18/2024
- Website: hosta.ai
- Company Address: 93 Gore St, Cambridge, Massachusetts 02141, US
- Salary Range: $50,000 - $150,000
About Hosta a.i.
The most efficient & insightful way to assess interior spaces! One Image to #3DModeling, Plans, and customized data.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