CoStar Group · 4 months ago
Matterport - Senior Manager, Machine Learning Production Engineering - Sunnyvale
Sunnyvale
Full-time
Onsite
Senior Level
$275K/yr - $338K/yr
5+ years expCoStar Group is a leading global provider of commercial and residential real estate information and analytics. They are seeking a Senior Manager of Machine Learning Production Engineering to lead the ML Production Engineering function and team, optimizing ML Ops and Dev Ops while collaborating with engineers and data scientists to design and implement scalable machine learning pipelines.
AnalyticsCommercial Real EstateReal Estate
No H1B
Responsibilities
Bring technical experience & leadership to critical systems including Cloud Architecture, Machine Learning Operations, back-end Software Engineering, and Distributed Systems
Work cross-functionally to establish product definition and design as new capabilities are brought from development into production
Lead and manage cross-functional engineering projects with multiple stakeholders, with regular reporting to executive stakeholders
Lead by example as a working manager with strong hands-on engineering fundamentals
Work closely with internal and contracted data providers in development of dataset for training production networks as well as development networks
Lead and manage senior engineers empathically; maximizing high talent individuals in dynamic product environments
Work with cross-functional teams across Product, Sales, Customer Success and Business Development
Advocate for new technical architecture and innovation
Implement and refine development and cross-functional processes
Hire, mentor, lead, and coach senior and principal engineers to meet their full potential
Act as a leader for implementing best-practices across the organization
Qualification
Required
Master's degree in Computer Science, Electrical Engineering or a related field, from an accredited, not-for-profit University or College, or equivalent experience
A track record of commitment to prior employers
5 - 8+ years of experience in software engineering, Dev Ops & ML Ops, 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 healthcare coverage: Medical / Vision / Dental / Prescription Drug
Life, legal, and supplementary insurance
Virtual and in person mental health counseling services for individuals and family
Commuter and parking benefits
401(K) retirement plan with matching contributions
Employee stock purchase plan
Paid time off
Tuition reimbursement
On-site fitness center and/or reimbursed fitness center membership costs (location dependent)
Access to CoStar Group’s Diversity, Equity, & Inclusion Employee Resource Groups
Complimentary in office gourmet coffee, tea, hot chocolate, fresh fruit, and other healthy snacks
Company
CoStar Group
CoStar Group (NASDAQ: CSGP) is the provider of commercial real estate information, analytics and marketing services.
5001-10000 employees
Funding
Current Stage
Public CompanyTotal Funding
unknown1998-07-01IPO
Leadership Team
Andy Florance
Founder and Chief Executive Officer
Chris Lown
Chief Financial Officer
Recent News
2026-01-09
2026-01-08
Company data provided by crunchbase