OVERJET · 1 month ago
Staff Machine Learning Engineer
Overjet is the world-leader in dental AI, aiming to improve oral health for all. The Staff Machine Learning Engineer will lead the development of tools and systems for operationalizing AI/ML models, focusing on the full-stack ML lifecycle from dataset creation to deployment in production environments.
Artificial Intelligence (AI)DentalElectronic Health Record (EHR)Health DiagnosticsSoftware
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
Qualification
Required
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
Benefits
Competitive Compensation and Equity
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
Company
OVERJET
Overjet is a software development company that offers an AI platform for dentistry with precision and educates patients.
H1B Sponsorship
OVERJET has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (8)
2024 (7)
2023 (14)
2022 (12)
2021 (6)
2020 (2)
Funding
Current Stage
Growth StageTotal Funding
$155.91MKey Investors
March CapitalCrosslink Capital
2025-12-08Series Unknown· $25.36M
2024-03-05Series C· $53.2M
2021-12-20Series B· $42.5M
Recent News
2025-10-06
News Archives - Times Kuwait
2025-09-13
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