Senior or Staff Machine Learning OPERATIONS ENGINEER

November 1, 2023

Matterport

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Digital Twin Platform

3D Models • Computer Vision • Hardware • Real Estate • Insurance

501 - 1000

💰 $295M Post-IPO Equity on 2021-07

Description

• Matterport is seeking an experienced Senior or Staff Machine Learning Operations Engineer to join our team. This position is remote, work from home or WeWork. As a Senior or Staff ML Ops Engineer, you will be responsible for leading and managing the deployment and management of machine learning models across our production systems. You will collaborate with machine learning engineers and data scientists to design and implement efficient and scalable machine learning pipelines, monitoring and testing frameworks, and data management processes. You will work with software engineers to ensure the seamless integration of machine learning models into our applications and services.

Requirements

• Bachelor's degree in Computer Science, Electrical Engineering, or related field, or equivalent experience. • 5-8+ years of experience in software engineering, MLOps, or related fields. • Strong proficiency in Python and experience with machine learning frameworks such as TensorFlow, PyTorch, MMdetection, Detectron and, Pytorch Lightning. • Strong knowledge of machine learning pipelines and workflows for training, validation, and deployment of models, e.g. Experience with containerization and orchestration tools such as Docker, Kubernetes, Kubeflow, MLFlow. • Strong experience with AWS cloud services • Strong knowledge of data management processes for large-scale machine learning datasets. • Experience with DevOps and Infrastructure as Code (IaC) tools such as Terraform, Ansible, or CloudFormation. • Strong knowledge of software engineering best practices, including version control, testing, and deployment. • Experience with model quantization, distillation or other compression techniques. • Excellent communication and collaboration skills.

Benefits

• Comprehensive health plans – 100% of premiums covered for employees. (90% of family premiums) • Flexible Time Off for Exempt Employees/Generous PTO plan for Non-Exempt Employees – Take time to rest, relax and explore! Plus we offer Summer Fridays! • 401k, Company ownership in the form of RSU’s & ESPP Program • Continuing Education & Commuter Benefits