Senior ML Engineer, Applied Machine Learning
Red Cell PartnersSalary not specified
- Full Time
- Senior (5 to 8 years)
Not SpecifiedCompensation
Mid-level (3 to 4 years)Experience Level
Full TimeJob Type
UnknownVisa
AI & Machine Learning, Enterprise SoftwareIndustries
Requirements
Candidates should have at least 6 years of relevant industry experience. They must have designed production services using Python, Postgres, FastAPI, SQLAlchemy, and Pydantic. Demonstrated experience as a technical lead to deliver projects end to end is required, along with exposure to machine learning models in production environments, including deployment, serving, lifecycle management, and monitoring.
Responsibilities
The Software Engineer, Machine Learning will drive ML systems and platform engineering efforts in all facets of end-to-end ML and engineering workflows. They will advance enterprise video solutions by incorporating research into fault-tolerant, low-latency systems and craft performant APIs using modern Python tools. The engineer will build impactful libraries and services, mentor junior engineers and researchers, and uphold high standards around code quality and engineering best practices.
Skills
Python
Postgres
FastAPI
SQLAlchemy
Pydantic
Kubernetes
Distributed Data
ML Model Deployment
ML Model Serving
ML Model Lifecycle Management
ML Model Monitoring
System Design
Technical Leadership
Twelve Labs
AI system for video content understanding
About Twelve Labs
Twelve Labs focuses on artificial intelligence and video understanding by developing a system that analyzes videos to extract key features like actions, objects, and speech. This information is transformed into vector representations, enabling fast semantic search within large video datasets. The company differentiates itself by providing a platform that is faster and more effective than many existing models, allowing developers and product managers to easily integrate its technology through an API. Twelve Labs aims to make all videos searchable, enhancing the way businesses utilize video content.
Key Metrics
San Francisco, CaliforniaHeadquarters
2021Year Founded
$104.2MTotal Funding
EARLY_VCCompany Stage
Enterprise Software, AI & Machine Learning, EducationIndustries
51-200Employees