SewerAI
Principal Computer Vision Engineer
SewerAI, Walnut Creek, California, United States, 94598
Who Are We
SewerAI is an AI and data management platform that is improving the speed, effectiveness and cost for cities and engineering firms to manage infrastructure. Our cutting edge AI lowers the total cost of ownership of cities' infrastructure by reducing the dirty, dull and dangerous work that must be done to maintain infrastructure.
About the Role
We are looking for a Computer Vision Engineer to work on our entire machine learning pipeline. The ideal candidate should have a passion for AI and be ready to learn on the job. Deep learning is a rapidly evolving field, and working in AI is a process of constant learning and exploration - what is considered state of the art changes extremely quickly. We need someone ready to dive into the messy jungle of real world data, with all its noise, inconsistencies, and variation. You'll be working on the forefront of deep learning to solve novel problems and create robust production systems. Although we primarily work with videos, projects may involve other data types such as tabular and point cloud datasets.
Preferred QualificationsA Masters degree in a quantitative field or equivalent in work experience6+ years of experience with machine and deep learning (e.g. supervised/unsupervised learning, training/validation/test sets, classification/regression, metrics, neural networks, loss functions, optimization, data augmentation, transfer learning)Familiarity with modern computer vision techniques - convolutional neural networks, ResNets, object detectionBasic knowledge of linear algebra, calculus, and statistics (matrix manipulation, derivatives and integrals, statistical distributions, performance metrics)Experience with PyTorchStrong Python knowledgeExperience with Python data science stack - Pandas, Numpy, Scipy, Jupyter, data visualizationExperience putting deep learning models into productionStrong verbal and written skills, ability to communicate effectively with all levels throughout the organization and effectively present resultsResults driven, with strong analytical and problem solving skillsAbility to read, discuss, and implement new research papersNice to Haves
Knowledge of deep learning techniques for video dataTransformer based neural network architecturesSQL, Docker, REST APIs and a backend framework (e.g. Django, Flask) to access datasets.Distributed training/inference management using cloud technologies like AWS, GCP, Azure.Wastewater infrastructure inspection domain knowledgeWhat You'll Do
Analyze and manage dataResearch and Experiment with new AI architectures and systemsProduce reports and visualizations depicting system performanceAssist in Managing the ML Production PipelineCollaborate to develop requirementsParticipate in agile development processSalary & Perks
Tools you need to get the job doneCompetitive salary and potential equity-based remunerationBudget for courses, books, conferences - your development is important to us
$225,000 - $275,000 a year
The compensation range provided is in compliance with state specific laws. Factors that may be used to determine your actual rate of pay include your specific skills, years of experience and other factors.
Benefits include:
Medical, Dental, Vision, Basic Life, 401K and much more
Unlimited PTO
Why You Should Apply
SewerAI is a VC backed Series B startup with a large and rapidly growing client base looking for a talented and driven engineer to improve our AI system. We are revolutionizing the antiquated industry by automating the labor intensive part of labeling cracks, roots and grease in pipeline inspection videos.
Come join a startup that is solving a real world problem with AI.
SewerAI is proud to be an Equal Opportunity Employer. We are committed to providing a workplace free from discrimination or harassment on the basis of age, disability, sex, race, religion or belief, gender reassignment, marriage/civil partnership, pregnancy/maternity, or sexual orientation. All your information will be kept confidential according to EEO guidelines.
SewerAI is an AI and data management platform that is improving the speed, effectiveness and cost for cities and engineering firms to manage infrastructure. Our cutting edge AI lowers the total cost of ownership of cities' infrastructure by reducing the dirty, dull and dangerous work that must be done to maintain infrastructure.
About the Role
We are looking for a Computer Vision Engineer to work on our entire machine learning pipeline. The ideal candidate should have a passion for AI and be ready to learn on the job. Deep learning is a rapidly evolving field, and working in AI is a process of constant learning and exploration - what is considered state of the art changes extremely quickly. We need someone ready to dive into the messy jungle of real world data, with all its noise, inconsistencies, and variation. You'll be working on the forefront of deep learning to solve novel problems and create robust production systems. Although we primarily work with videos, projects may involve other data types such as tabular and point cloud datasets.
Preferred QualificationsA Masters degree in a quantitative field or equivalent in work experience6+ years of experience with machine and deep learning (e.g. supervised/unsupervised learning, training/validation/test sets, classification/regression, metrics, neural networks, loss functions, optimization, data augmentation, transfer learning)Familiarity with modern computer vision techniques - convolutional neural networks, ResNets, object detectionBasic knowledge of linear algebra, calculus, and statistics (matrix manipulation, derivatives and integrals, statistical distributions, performance metrics)Experience with PyTorchStrong Python knowledgeExperience with Python data science stack - Pandas, Numpy, Scipy, Jupyter, data visualizationExperience putting deep learning models into productionStrong verbal and written skills, ability to communicate effectively with all levels throughout the organization and effectively present resultsResults driven, with strong analytical and problem solving skillsAbility to read, discuss, and implement new research papersNice to Haves
Knowledge of deep learning techniques for video dataTransformer based neural network architecturesSQL, Docker, REST APIs and a backend framework (e.g. Django, Flask) to access datasets.Distributed training/inference management using cloud technologies like AWS, GCP, Azure.Wastewater infrastructure inspection domain knowledgeWhat You'll Do
Analyze and manage dataResearch and Experiment with new AI architectures and systemsProduce reports and visualizations depicting system performanceAssist in Managing the ML Production PipelineCollaborate to develop requirementsParticipate in agile development processSalary & Perks
Tools you need to get the job doneCompetitive salary and potential equity-based remunerationBudget for courses, books, conferences - your development is important to us
$225,000 - $275,000 a year
The compensation range provided is in compliance with state specific laws. Factors that may be used to determine your actual rate of pay include your specific skills, years of experience and other factors.
Benefits include:
Medical, Dental, Vision, Basic Life, 401K and much more
Unlimited PTO
Why You Should Apply
SewerAI is a VC backed Series B startup with a large and rapidly growing client base looking for a talented and driven engineer to improve our AI system. We are revolutionizing the antiquated industry by automating the labor intensive part of labeling cracks, roots and grease in pipeline inspection videos.
Come join a startup that is solving a real world problem with AI.
SewerAI is proud to be an Equal Opportunity Employer. We are committed to providing a workplace free from discrimination or harassment on the basis of age, disability, sex, race, religion or belief, gender reassignment, marriage/civil partnership, pregnancy/maternity, or sexual orientation. All your information will be kept confidential according to EEO guidelines.