Description
Matterport seeks an enthusiastic Sr. Manager of ML Production Engineer to join our Vision & Learning team. You’ll be responsible for leading and managing the ML Production Engineering function and engineering team responsible for Matterport’s 3D reconstruction pipeline. The ideal candidate is an individual who thrives in dynamic environments orchestrating high talent engineers to optimize ML Ops and Dev Ops for new and existing capabilities. You will collaborate with machine learning engineers and data scientists to design and implement efficient and scalable machine learning pipelines, monitoring and testing frameworks, and data management processes. You will work with software engineers to ensure the seamless integration of machine learning models into our applications and services. This position will report to the Software Vice President for Vision & Learning.
What you will do:
- Bring technical experience & leadership to critical systems including Cloud Architecture, Machine Learning Operations, back-end Software Engineering, and Distributed Systems.
- Work cross-functionally to establish product definition and design as new capabilities are brought from development into production.
- Lead and manage cross-functional engineering projects with multiple stakeholders, with regular reporting to executive stakeholders.
- Lead by example as a working manager with strong hands-on engineering fundamentals.
- Work closely with internal and contracted data providers in development of dataset for training production networks as well as development networks.
- Lead and manage senior engineers empathically; maximizing high talent individuals in dynamic product environments.
- Work with cross-functional teams across Product, Sales, Customer Success and Business Development
- Advocate for new technical architecture and innovation
- Implement and refine development and cross-functional processes
- Hire, mentor, lead, and coach senior and principal engineers to meet their full potential
- Act as a leader for implementing best-practices across the organization
Who you bring:
- Master’s degree in Computer Science, Electrical Engineering, or related field, or equivalent experience.
- 5-8+ years of experience in software engineering, Dev Ops & ML Ops, or related fields.
- Strong proficiency in Python and experience with machine learning frameworks such as TensorFlow, PyTorch, MMdetection, Detectron and, Pytorch Lightning.
- Strong knowledge of machine learning pipelines and workflows for training, validation, and deployment of models, e.g. Experience with containerization and orchestration tools such as Docker, Kubernetes, Kubeflow, MLFlow.
- Strong experience with AWS cloud services
- Strong knowledge of data management processes for large-scale machine learning datasets.
- Experience with DevOps and Infrastructure as Code (IaC) tools such as Terraform, Ansible, or CloudFormation.
- Strong knowledge of software engineering best practices, including version control, testing, and deployment.
- Experience with model quantization, distillation or other compression techniques.
- Excellent communication and collaboration skills.
Nice to Have:
- Master's degree or PhD in Computer Science, or related field
- Strong knowledge of C++
- Experience with 3D graphics, computer vision, point clouds, or spatial data
- Experience with data streaming and real-time processing frameworks such as Kafka
- Experience with ML dataset management tooling, such as Activeloop Deeplake.
- Experience with database technologies such as PostgreSQL, MySQL, or MongoDB.
- Experience with big data technologies such as Snowflake, Spark, or Hive.
- Experience with model interpretability and explainability techniques.
- Experience with building and deploying machine learning models on edge devices or IoT devices
We want to hear from you! We are looking to build the best team of people who will be empowered to do their best work. If you have what it takes, but don’t necessarily meet every bullet in the job description we encourage you to apply.
The US base salary range for this full-time position is $160,000 to $294,100 + bonus + equity + benefits. Our salary ranges are determined by role, level, and location. The range displayed on each job posting reflects the minimum and maximum target for new hire salaries for the position across all US locations. Within the range, individual pay is determined by work location and additional factors, including job-related skills, experience, and relevant education or training. Your recruiter can share more about the specific salary range for your preferred location during the hiring process.
Perks & Benefits
- Comprehensive health plans* – 100% of premiums covered for employees & 88% of dependent premiums for US employees
- Flexible Time Off for Exempt Employees/Generous PTO plan for Non-Exempt Employees – Take time to rest, relax and explore! Plus we offer Summer Fridays!
- 401k, Company ownership in the form of RSU’s & ESPP Program
- Medical and retirement benefits vary by Country
- For more detail visit www.matterport.com/careers
Belief in Diversity
At Matterport, we don’t just accept differences, we celebrate them and recognize the value they bring to our customers and employees. Matterport is proud to be an equal opportunity workplace and works to create and support diversity at Matterport. Equal opportunity and consideration are afforded to all qualified applicants and employees. We won’t unlawfully discriminate on the basis of gender, identity or expression, race, ethnicity, religion, national origin, age, sex, marital status, physical or mental disability, veteran status, sexual orientation, and any other category protected by law. We are committed to providing employees with a work environment that provides a sense of inclusion and belonging and is free of discrimination and harassment. We also consider all qualified candidates regardless of criminal histories, consistent with legal requirements.
Matterport is likewise committed to working with and providing reasonable accommodation to all qualified applicants and employees with disabilities in accordance with the American Disabilities Act
For more information regarding how Matterport collects and uses personal information, please review our Privacy Policies. https://matterport.com/privacy-policy
Matterport
3D Technology
Cloud Computing
Data Visualization
PropTech
Virtual Reality
0 applies
1 views
Other Jobs from Matterport
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
🥳🥳🥳 452 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.
- We've got about 70,000 jobs from 5,000 vetted companies. No fake or sleazy jobs here!
- We aggregate jobs from 5,000+ companies' career pages, so you can be sure that you're getting the most up-to-date and relevant jobs.
- We're the only job board *for* software engineers, *by* software engineers… in case you needed a reminder! We add thousands of new jobs daily and offer powerful search filters just for you. 🛠️
- Every single hour! We add 2,000-3,000 new jobs daily, so you'll always have fresh opportunities. 🚀
- Typically, job searches take 3-6 months. EchoJobs helps you spend more time applying and less time hunting. 🎯
- Check daily! We're always updating with new jobs. Set up job alerts for even quicker access. 📅
What Fellow Engineers Say