Description
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 Qualifications
- A Masters degree in a quantitative field or equivalent in work experience
- 6+ 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 detection
- Basic knowledge of linear algebra, calculus, and statistics (matrix manipulation, derivatives and integrals, statistical distributions, performance metrics)
- Experience with PyTorch
- Strong Python knowledge
- Experience with Python data science stack – Pandas, Numpy, Scipy, Jupyter, data visualization
- Experience putting deep learning models into production
- Strong verbal and written skills, ability to communicate effectively with all levels throughout the organization and effectively present results
- Results driven, with strong analytical and problem solving skills
- Ability to read, discuss, and implement new research papers
Nice to Haves
- Knowledge of deep learning techniques for video data
- Transformer based neural network architectures
- SQL, 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 knowledge
What You'll Do
- Analyze and manage data
- Research and Experiment with new AI architectures and systems
- Produce reports and visualizations depicting system performance
- Assist in Managing the ML Production Pipeline
- Collaborate to develop requirements
- Participate in agile development process
Salary & Perks
- Tools you need to get the job done
- Competitive salary and potential equity-based remuneration
- Budget for courses, books, conferences – your development is important to us
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.
Other Jobs from Sewer AI
Senior Software Engineer
Remote
Similar Jobs
Senior Data Engineer, Services
Toronto, Ontario
Senior Data Engineer, Java
Toronto, Ontario
Data Engineer, Services
Toronto, Ontario
AI Data Engineer
China
There are more than 50,000 engineering jobs:
Subscribe to membership and unlock all jobs
Engineering Jobs
60,000+ jobs from 4,500+ well-funded companies
Updated Daily
New jobs are added every day as companies post them
Refined Search
Use filters like skill, location, etc to narrow results
Become a member
🥳🥳🥳 401 happy customers and counting...
Overall, over 80% of customers chose to renew their subscriptions after the initial sign-up.
To try it out
For active job seekers
For those who are passive looking
Cancel anytime
Frequently Asked Questions
- We prioritize job seekers as our customers, unlike bigger job sites, by charging a small fee to provide them with curated access to the best companies and up-to-date jobs. This focus allows us to deliver a more personalized and effective job search experience.
- Salaries for the engineering jobs on our site range from $100K-$200K. On average, senior engineer positions on our EchoJobs are about $160K.
- The EchoJobs positions have been sourced and vetted from the top companies to work for in the US as a software engineer, including LinkedIn and other reputable job sites. We also have syndicated jobs from companies that have just raised funding, as well as those that have great unique products and culture. From all of these sources, our founder, Morgan, has also resourced the company's authenticity in terms of their website, public appearance, and more.
- Yes, our users asked us for just this, so now our search filters allow you to search for your top jobs via location, as well as by onsite, remote, or both. Approximately 30% of our jobs are remote, so you’ve got the best options for you!
- We have not yet implemented this option, but are considering doing so in the future. For the moment, you would need to cancel your subscription, and resubscribe when you wanted to come back.
- We add new jobs to EchoJobs every day! We scan our sources for the newest jobs, verify them, and post them to EchoJobs within minutes. We add about 2,000-3,000 new jobs for you each day!
- From starting your job search to getting hired, the entire job search process can take us software engineers anywhere between 3-6 months. However, at EchoJobs, we’re striving to shorten this duration by finding the best, newest jobs for you, so you can do less job searching, and more applying.
- We’d recommend checking EchoJobs daily, as we add new jobs to the site each day. Additionally, if you got a chance to read our previous email on “what makes EchoJobs different from any other job search tools,” we also recommended that you set a job alert based on your job filters, so if you get emails on those new jobs, you could be checking more than once per day.
- If you decide to continue with us after the 1-month trial, we definitely recommend this, as we all know it usually takes 3-6 months to find a quality job as a software engineer these days. So to best support you, we just adjusted our membership options at EchoJobs to monthly, 3 months, or 12 months (this option is more for passive job seekers looking a little bit for the future if they want to come back to work or make a job switch potentially. This lets you see what’s out there in case an even better fit job becomes available.)
- EchoJobs is truly the only job site of its kind. We want to be THE spot for you to find the best job for you, and haven’t encountered any other company doing this. Other job sites are in niches besides software engineering or focus on a small portion of engineering jobs (like a specific coding language). In the words of Morgan, our founder, “I think what makes EchoJobs different is the amount of jobs, frequency that we add new jobs (we add 2,000-3,000 new jobs daily!), and the powerful search engines to find exactly the job you want more easily and efficiently. We can provide you with the most jobs that are vetted by us, we’ll continually find more new jobs for you, and we make it easier for you to apply and get hired.
What Fellow Engineers Say