Full-Time

Head of Computer Vision Models

Confirmed live in the last 24 hours

Rhombus

Rhombus

201-500 employees

Provides cloud-based physical security solutions

Hardware
Cybersecurity

Compensation Overview

$125k - $225kAnnually

+ Sales Incentives + Discretionary Bonuses + Equity

Senior

Sacramento, CA, USA

Candidates must commute to the office 3 times a week.

Category
Computer Vision
AI & Machine Learning
Required Skills
Python
Jupyter
Tensorflow
Pytorch
Operating Systems
Pandas
NumPy
Computer Vision
Data Analysis
Requirements
  • BS and a minimum of 5 years relevant industry experience
  • Work experience in statistical data analysis and machine learning techniques
  • Familiar with in-depth analysis and evaluation of machine learning model
  • Background with analytical tools such as Jupyter, Pandas, NumPy, Matplotlib
  • Familiarity with various foundation models in GenAI, like VAEs, Transformers, Diffusion Models, NeRF, CLIP, etc.
  • Expertise of video analysis algorithms or subjective/objective video quality algorithms, and pioneering technologies
  • Expertise in photography, videography, or image science and a passion for learning more
  • Experience in training models using frameworks like PyTorch, TensorFlow, Jax, etc.
  • Proficient in distributed systems and a good understanding of operating systems
  • Expert in at least one scripting language, preferably Python
  • Self-motivated and curious with demonstrated creative and critical thinking capabilities and a highly developed aim to improve how things work
  • Proficient verbal and written communication skills, along with strong collaborative abilities
Responsibilities
  • Determine where to get the images or videos, such as from public datasets, internal databases, cameras, or web scraping.
  • Configure and deploy devices or software to capture new data if existing data is insufficient.
  • Conduct detailed failure analysis on large GenAI models and machine learning models in different aspects like Operational/Ethical/Security & Privacy
  • Remove duplicates, corrupt files, and irrelevant data.
  • Structure the data into a format that is easy to work with, typically categorizing and storing it in directories.
  • Prototype novel evaluation and benchmark methods from foundation model literature research
  • Develop tools for analyzing and visualizing data
  • Design and implement experiments (DOE) for engineering studies and large-scale user studies and analyze results

Rhombus provides physical security solutions through advanced security cameras and sensors that are managed via a cloud-based platform. Their system integrates hardware and software, allowing clients to monitor and respond to security threats in real time. A key feature is the proactive alert system that uses AI to detect unwanted behavior and environmental triggers, sending immediate alerts to improve response times. Rhombus stands out from competitors with its scalable platform that can manage unlimited devices and locations, and its focus on security through a zero-trust infrastructure. The company's goal is to enhance physical security for a variety of clients, including schools and large corporations, by offering a comprehensive and user-friendly security management solution.

Company Stage

Series C

Total Funding

$92.9M

Headquarters

Sacramento, California

Founded

2016

Growth & Insights
Headcount

6 month growth

20%

1 year growth

23%

2 year growth

61%
Simplify Jobs

Simplify's Take

What believers are saying

  • Securing $26M+ in Series B funding and additional debt financing positions Rhombus for significant growth and innovation.
  • Partnerships with companies like Cannakins Consulting and Genea Energy Partners expand Rhombus's market reach and application diversity.
  • The launch of the A100 Audio Gateway sensor showcases Rhombus's commitment to advancing its technology and enhancing its product offerings.

What critics are saying

  • The physical security market is highly competitive, requiring Rhombus to continuously innovate to maintain its edge.
  • Dependence on cloud-based services could pose risks related to data breaches and service outages.

What makes Rhombus unique

  • Rhombus's integration of hardware and cloud-based AI processing offers a seamless, real-time security management experience that many competitors lack.
  • The company's zero-trust infrastructure and regular penetration testing provide a higher level of security assurance compared to traditional security systems.
  • Open API integrations with industry-leading solutions like Envoy and Lumeo make Rhombus a versatile and adaptable choice for various organizations.

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Benefits

Flexible PTO

Stock options

Work from Home

Medical, dental, & vision

Professional development

Office perks