Machine Learning Research Engineer
Roboflow$200,000 - $275,000/year
Full Time
Senior (5 to 8 years), Expert & Leadership (9+ years)
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Climate Technology, Public Safety, Artificial IntelligenceIndustries
Requirements
- 7+ years of industry experience plus a MS in Computer Science – OR – 5+ years of industry experience plus a PhD in Computer Science
- 3+ years of industry experience in geometry and imaging aspects of computer vision
- 3+ years of experience programming in Python
- Preferred: Experience working with geospatial data / GIS systems
- Preferred: Experience working with cloud systems
- Preferred: Excellent communication skills
Responsibilities
- Develop systems that work at the intersection of terrestrial camera and geospatial data
- Own the software algorithms that estimate locations, stitch panoramas, and contextually visualize real world information
- Systematically drive improvements in location estimates by improving models, refining techniques and introducing new data sources
- Optimize our camera capture systems to get the best images for fire detection
- Analyze the results and compare between different algorithms to select the most appropriate mechanism
- In conjunction with our AI platform team, implement algorithms so that they can be deployed to our production systems and drive significant improvements in our business metrics
Skills
Computer Vision
Artificial Intelligence
Machine Learning
Image Processing
Deep Learning
Pano AI
AI-powered wildfire detection platform
About Pano AI
Pano.ai specializes in fire detection and prevention through its platform, Pano Rapid Detect, which uses artificial intelligence and advanced visual technology to identify wildfires at their earliest stages. The system integrates data from ultra-high-definition cameras, geo satellite data, and field sensors, providing fire professionals with real-time information to enhance their response efforts. Pano.ai stands out by combining multiple data sources and advanced technology, offering a comprehensive solution for fire departments and first responders. The company's goal is to improve wildfire detection and response capabilities, ultimately reducing the impact of wildfires on communities.
San Francisco, CaliforniaHeadquarters
2019Year Founded
$43.8MTotal Funding
EARLY_VCCompany Stage
Government & Public Sector, AI & Machine LearningIndustries
51-200Employees
Benefits
Health Insurance
Dental Insurance
Vision Insurance
Unlimited Paid Time Off
401(k) Retirement Plan
401(k) Company Match
Stock Options
Paid Vacation
Risks
Competition from tech giants like Microsoft threatens Pano AI's market share.
High operational costs from continuous surveillance may impact profitability.
Privacy concerns over high-definition cameras could lead to regulatory challenges.
Differentiation
Pano AI uses AI and advanced visual equipment for early wildfire detection.
Pano Rapid Detect platform integrates data from cameras, satellites, and sensors.
Pano AI's technology provides real-time information to fire professionals and first responders.
Upsides
Pano AI named to MIT's 2024 Climate Tech Companies to Watch list.
Partnerships with utilities like Austin Energy enhance wildfire monitoring capabilities.
Expansion into Australia creates the largest blaze-detecting network in the country.
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