Senior Machine Learning Engineer, OpenSpace
$158-205k
+ Equity
Visual intelligence platform for builders
Job no longer available
Visual intelligence platform for builders
201-500 employees
Job no longer available
$158-205k
+ Equity
201-500 employees
Company mission
To bring new levels of transparency to construction.
Role
Who you are
- Knowledge of modern deep learning techniques along with the ability to adapt these techniques to specific problems in the real world is the core requirement for this role
- Experience with LLM/VLLM, transformers and generative AI for image and language based tasks is a plus
- Direct experience with multi-modal models, combining language and images, is also a big plus
- 5+ years industry experience developing machine learning models for image processing
- Advanced degree in related field or equivalent industry experience
- Expertise in applying machine learning based approaches using LLMs and multi-modal models
- High level of familiarity with modern machine learning libraries including PyTorch or TensorFlow
- Expertise with implementing numerical algorithms in Python
- Proficiency with software version control systems
- Familiarity with cloud computing platforms including AWS
- Familiarity with issue tracking systems including Jira
- Excellent written and verbal communication skills
- Ability to be flexible, work analytically, and manage competing priorities in a high-growth environment
- Knowledge and mindset for automation and improvements to streamline processes for scalability
- A proactive approach to problem identification and independently developing/proposing remediation solutions
- Ability to work independently with limited required direction, oversight and guidance on simultaneous projects and teams
- Dynamic learning and growth mindset
What the job involves
- We’re looking for a Sr ML Engineer with a focus in Machine Learning to help expand the capabilities of the OpenSpace platform
- You will be working with the rest of the AI team to apply deep learning techniques to our massive amount of visual data in order to provide meaningful insights to customers about their job sites
- Design and architect complex, multi-component machine learning based systems
- Prototype such systems and run detailed tests to evaluate performance on real world data
- Work with platform engineers to develop production level implementations
- Oversee dataset creation, curation, and labeling
- Monitor system performance in production and ensure adequate performance
- Assist in debugging and resolving failure edge cases in our production processing pipeline
- Contribute to defining development processes, best practices, and documentation
Our take
360 photos and virtual tours are nothing new. Popularly used to enhance estate agent listings, or create tours of attractions, tools such as Kuula, Panoskin, and Matterport have captured that market. But OpenSpace is applying similar technologies to another industry sector - construction.
With a simple store-bought camera attached to a hard hat, a site walk-through creates a virtual 3D replica of any space. This detailed capture, reminiscent of Google Street View, eliminates the need for site visits, saving time and also reducing risks of visitors to building sites.
Other 360 virtual tour companies will probably offer their services to construction in the future, but OpenSpace hopes to keep the lead with its superior processing speed. (Its approach creates results in just fifteen minutes as opposed to the hours or days of other systems.) It is also well-funded, so can get on with scaling the business and developing additional AI-powered technologies to keep its value up.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
14% employee growth in 12 months
Company
Funding (last 2 of 7 rounds)
Aug 2022
$9m
SERIES D
Mar 2022
$102m
SERIES D
Total funding: $200.1m
Company benefits
- Employee medical, dental, and vision benefits 100% paid
- Fully remote working environment
- Equity for all full-time roles
- Flexible time off
- $500 home office budget
- Paid parental leave
- In-person company retreats/virtual gatherings
- Employee referral program
- Employer 401k matching
Company HQ
Chinatown, San Francisco, CA
Leadership
Jeevan Kalanithi
(Co-Founder & CEO)Sold their first company, Sifteo, to 3D Robotics, where they became the President. Was also VP Product, CPO and President at 3DR.
Philip DeCamp
(Co-Founder & Chief Engineer)Former computer vision and data visualization research scientist at MIT, where they completed their PhD.
Michael Fleischman
(Co-Founder & CTO)After completing their PhD at MIT, they started Bluefin Labs, a company that specialized in the analysis of massive amounts of video. Twitter acquired Bluefin in one of its largest acquisitions.
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