Staff Machine Learning Engineer

Overjet

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profile Job Location:

San Mateo, CA - USA

profile Monthly Salary: Not Disclosed
Posted on: Yesterday
Vacancies: 1 Vacancy

Job Summary

Lead the Future of Dentistry.

Overjet is the world-leader in dental AI. Already thousands of dental providers and insurers rely on our platform to deliver the best possible care. Now were looking for talented people to fulfill our mission: improve oral health for all.

Overjet is where builders become leaders. Everyone here loves to make new things: new products new partnerships new content and a new category of AI technology. And as Overjet grows ridiculously fast so will you.

Simply put theres no better place to accelerate your career. Come join us!

The Role

As a Staff ML Engineer at Overjet your aim will be to lead the development of tools infrastructure processes and overall systems that enable us to develop test ship and operationalize AI/ML models into large scale production environments.

You will be responsible for designing the architecture and roadmap of the full-stack of ML lifecycle: from dataset creation and pre- and post-processing model training and model evaluation to the fully automated CI/CD process for seamless deployment of models and ML solutions in production. As part of your role you will also be responsible for the development implementation and maintenance of tools and systems dedicated to monitoring the performance of our production models.

You thrive in uncertainty and are comfortable building entire cloud pipelines from the ground up leveraging the latest technologies. At Overjet we are at the forefront of ML/AI innovation where creative problem-solving and a strong grasp of first principles are essential. We are focused on building future-ready solutions today.

Responsibilities

  • Design develop and maintain machine learning model development pipelines

  • Design develop and maintain real-time and batch inference pipelines

  • Design implement and maintain metrics for infrastructure observability and ML model performance

  • Design and develop APIs for model training and inference services develop and maintain datasets and feature stores

  • Model performance optimization monitoring maintenance and reporting

  • Participating in an on-call rotation responding to critical incidents outside of normal business hours

Qualifications

  • 6 years of experience designing microservices and data processing pipelines at scale

  • 6 years of experience with Cloud Platform such as GCP AWS or Azure

  • Experience with distributed model training and/or inference

  • Experience with deploying applications on Kubernetes DevOps/GitOps tools such as Terraform ArgoCD Crossplane

  • Strong programming skills in Python Go (Golang) C or Java (10 years)

  • Extensive experience with database (SQL and NoSQL) systems such as BigQuery Postgres MongoDB

  • Experience with optimizing models for production deployments (e.g. architecture modifications quantization or other techniques)

  • Strong understanding of machine learning concepts and algorithms and experience with developing and deploying machine learning models in production

  • Working machine learning knowledge of either Computer Vision models or LLMs (Demonstrable experience working with Pytorch is required)

  • Ability to modify and train open source models

Why Overjet

  • Competitive Compensation and Equity

  • Hybrid workplace that provides flexibility vibrant in-person workspaces and the ability to build strong connections across all of Overjet - regardless of location

  • 401k plans with a matching program

  • Medical Dental and Vision coverage: 99% employee premium covered 75% dependent premium covered

  • Life and ADD Insurance

  • 8 weeks Paid Parental Leave

  • Optional HSA with Employer contribution

  • Flexible Time Off and company paid holidays

  • Annual Learning and Development Stipend

  • Work from Home Stipend

Our Hybrid Workplace

We have a unique hybrid workplace at Overjet which combines the teamwork of meeting in person with the flexibility of working from anywhere.

Many of our positions are based in San Mateo New York City Boston Salt Lake City and Lahore. The Jetsetters who live in these geo-hubs come to the office on Tuesdays and Wednesdays while having the option to work from home the rest of the week.

Our People Team is happy to answer any questions about what hybrid work means for your specific role!

Overjets Values

  • Excellence: We set ambitious goals and strive for excellence.

  • Velocity: We focus act with urgency and deliver results.

  • Ownership: We take ownership dive deep and solve problems.

  • Win-win: We play to win setting ourselves and our customers up for success.

  • Growth: We stay curious seek feedback and continuously learn and grow.

Company Recognition

EEOC

Overjet is an equal opportunity employer. We do not discriminate on the basis of race religion color national origin gender sexual orientation age marital status veteran status or disability status. We believe diversity enriches our team so we hire people with a wide range of identities backgrounds and experiences. Even if you dont meet 100% of the qualifications for this job we strongly encourage you to apply!

If you are a Colorado resident: Please contact us by emailing to receive compensation and benefits information for this role. Please include the job title in the subject line of the email.


Required Experience:

Staff IC

Lead the Future of Dentistry.Overjet is the world-leader in dental AI. Already thousands of dental providers and insurers rely on our platform to deliver the best possible care. Now were looking for talented people to fulfill our mission: improve oral health for all.Overjet is where builders become ...
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Key Skills

  • Computer Science
  • Docker
  • Kubernetes
  • Python
  • VMware
  • C/C++
  • Go
  • System Architecture
  • gRPC
  • OS Kernels
  • Perl
  • Distributed Systems

About Company

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Overjet is the #1 dental AI company that supports DSOs, dentists, dental groups, insurance companies and health plans on their quest to improve oral health.

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