Vannevar · 12 hours ago
Machine Learning Engineer
United States
Full-time
Remote
Senior Level
$150K/yr - $215K/yr
5+ years expVannevar is a defense technology company building AI to deter adversaries, focusing on mission-critical applications in defense. The Machine Learning Engineer will drive the development of scalable ML services for enrichment, collaborating with product teams to architect robust ML pipelines and ensure service reliability in production environments.
AerospaceArtificial Intelligence (AI)GovTechNational SecuritySoftware
No H1B
U.S. Citizen Only
Responsibilities
Design and build scalable ML services for enrichment workflows, including model training pipelines and high-performance inference APIs
Deploy and optimize models using modern inference libraries and frameworks (ONNX, vLLM, TensorRT, etc.) to achieve low-latency, high-throughput performance
Collaborate with software engineers and product teams to define data requirements, feature engineering strategies, and model evaluation metrics
Build robust monitoring, observability, and evaluation systems to ensure model quality and service reliability in production
Stay current with emerging ML techniques, tools, and best practices, particularly in areas like model optimization, efficient inference, and large-scale data processing
Qualification
Required
5+ years of experience building and deploying machine learning systems in production environments
Strong proficiency with model deployment technologies (Kubernetes, Ray, etc.) and inference libraries (ONNX, vLLM, TensorRT, or similar). Proficiency with model training frameworks (PyTorch, TensorFlow, Jax)
You've successfully designed and scaled ML services that process large volumes of data and serve predictions with strict latency and throughput requirements
Experience with the full ML lifecycle, including data preprocessing, feature engineering, model training, evaluation, deployment, and monitoring
Solid software engineering skills, including experience with distributed systems, APIs, and cloud infrastructure
You have a passion for building reliable, performant ML systems and understand how they create value for end users
U.S. Person status is required as this position will require the ability to access U.S only data systems
Benefits
Health, dental, and vision insurance
Remote friendly with WeWork access
Unlimited PTO, shared downtime during the federal holiday calendar, and company-wide off time at the end of each year
401(k) match
Lifestyle & wellbeing stipends
Salary top-up during military reserve duty
Fully paid parental leave
Child and pet care reimbursement during travel
Company
Vannevar
Vannevar builds new defense capabilities for modern conflict.
51-200 employees
Funding
Current Stage
Growth StageTotal Funding
$87MKey Investors
FelicisCostanoa Ventures,Point72 Ventures
2023-01-18Series B· $75M
2022-11-30Series Unknown
2021-08-25Series A· $12M
Leadership Team
Brett Granberg
CEO
Eric Ransom
Chief Legal Officer
Recent News
Company data provided by crunchbase