Senior Machine Learning Engineer
3 weeks ago
Cyvl is a Boston-based tech startup that is revolutionizing the way civil engineering firms and governments map and manage transportation infrastructure. Our enterprise-grade hardware and software solutions leverage 3D mapping sensors to capture LiDAR, imagery, and GPS data, retrofitted to our customers' vehicles. This data is processed through our AI-powered cloud pipelines to generate actionable condition and geospatial reports, saving our customers time, money, and resources.
About the Role
As a Senior Machine Learning Engineer, you will play a critical role in developing and implementing machine learning models that power our product offerings. You will lead a team of skilled engineers, collaborating closely with data scientists, software developers, and product managers to design, build, and deploy scalable ML solutions. Your work will involve researching new methodologies, optimizing existing models, and ensuring the robustness and reliability of our machine learning systems in production. This role requires a strong technical background, leadership skills, and the ability to translate complex problems into practical, efficient solutions.
Responsibilities
Oversee and contribute to the entire ML lifecycle for our core products
Coordinate development efforts with other ML / Data Scientists on the team
Provide mentorship and technical guidance to other engineers on the team
Tackle issues autonomously with technical review from other team members
Lead efforts to develop and continuously improve our ML models/infrastructure
Ensure robust deployment and monitoring of models using best practices
Requirements
6+ years in machine learning, with a focus on computer vision and deep learning.
Experience in the full ML lifecycle, including deployment and monitoring, with a focus on MLOps practices.
Experience working with model types/architectures, including image segmentation models
Expertise in pruning, quantization, and model optimization
Experience leading ML development projects
Strong experience with PyTorch and TensorFlow
Proficiency with AWS SageMaker, Azure ML Studio, or Google Vertex AI
Proven ability to design and scale ML systems in production
What We Offer
Competitive salary and equity package
Comprehensive health, dental, and vision insurance
Opportunities for professional growth and development
A collaborative and innovative work culture with a tight-knit team of ~20 employees
Cyvl is looking for a Senior Machine Learning Engineer who is ready to take on challenging projects and drive meaningful results.
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