Senior ML Engineer, Applied Machine Learning
Red Cell PartnersSalary not specified
- Full Time
- Senior (5 to 8 years)
$188,000 – $213,500Compensation
Senior (5 to 8 years), Mid-level (3 to 4 years)Experience Level
Full TimeJob Type
UnknownVisa
AI & Machine Learning, Enterprise SoftwareIndustries
Requirements
Candidates should have a strong background in software engineering with experience in building and maintaining machine learning infrastructure. Proficiency in MLOps practices, including version control for models and datasets, is essential. Familiarity with cloud technologies and ETL processes is required, along with the ability to collaborate effectively with ML Engineers to optimize model performance.
Responsibilities
The Senior Platform Engineer, Machine Learning will design and implement infrastructure for ML model management, including training, deployment, and monitoring. They will build and maintain platforms for running ML algorithms at scale, develop systems for A/B testing and performance monitoring, and create ETL infrastructure to support ML workflows. Additionally, they will implement best practices for MLOps, ensure the scalability and security of ML systems, and stay current with advancements in MLOps and cloud technologies.
Skills
MLOps
ETL
Model Management
Model Deployment
Model Monitoring
A/B Testing
Version Control
Python
SQL
Infrastructure as Code
Fieldguide
AI platform for audit and advisory services
About Fieldguide
Fieldguide enhances audit and advisory processes for businesses using artificial intelligence through its main product, the AI Advisory & Audit Cloud. This platform is designed for large advisory and audit firms, helping them save time, improve profit margins, and increase client satisfaction while managing various regulatory frameworks. Fieldguide's subscription-based model offers features like engagement management and automated report generation, making it more efficient than traditional methods. The company's goal is to transform the audit and advisory landscape with a modern, AI-driven experience.
Key Metrics
San Francisco, CaliforniaHeadquarters
2020Year Founded
$45.9MTotal Funding
SERIES_BCompany Stage
Consulting, Fintech, AI & Machine LearningIndustries
51-200Employees