Senior Machine Learning Engineer

Key Skills

Python Programming, MongoDB, C++, SQL, API, AWS, Aartificial intelligence, Machine learning techniques, Google BigQuery, PyTorch, Google Cloud Platform (GCP), Postgres, R Programming, Data pipelines, Large Language Models - LLMs

Job Description

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, we’re 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, there’s no better place to accelerate your career. Come join us!

The Role

As an ML Engineer at Overjet, your aim will be to help in the development of tools, infrastructure, processes, and overall systems that enable us to develop, test, and ship 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 infrastructure, to the fully automated deployment of models 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.

Responsibilities

• Develop and maintain machine learning model development pipelines
• Develop and maintain real time and batch inference pipelines
• Implement and maintain metrics for tracking ML models performance
• Design and develop internal tools and APIs related to training and evaluation dataset creation
• Model integration with labeling and data curation processes
• Develop and maintain datasets and feature stores
• Model performance optimization, monitoring, maintenance, and reporting
• Development of generalized training and inference services

Qualifications

• 3+ years of of experience designing microservices and data processing pipelines at scale
• 3+ years of experience with Google Cloud Platform (GCP) or AWS
• Experience with distributed model training and/or inference
• Previous experience deploying systems for efficient batch or online ETL (Knowledge of Kubernetes and Terraform is required)
• Strong programming skills in Python (5+ years)
• 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 AD+D 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 Palo Alto, New York City, Boston, 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!

Overjet's 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

• Named one of the TIME Best Inventions of 2024
• Recognized in Newsweek’s Most Loved Workplaces in America 2024
• Won the Dental Health category at the Digital Health Awards 2024
• Honored as one of the 2024 Best Places to Work by Built In
• Recognized as one of the Top Startups of 2023 by LinkedIn
• Named one of the 2023 World’s Most Innovative Companies by Fast Company
• Included on the definitive 2022 Forbes AI 50
• Featured in Bloomberg, Forbes, Fast Company, and TechCrunch