Senior Machine Learning Engineer - Machine Learning Infrastructure
FlipSalary not specified
Full Time
Senior (5 to 8 years)
Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Veterinary, eCommerce, Animal HealthIndustries
Requirements
Candidates should have a strong background in Python engineering and experience with modern ML platforms and tools such as PyTorch, TensorFlow, scikit-learn, and Snowflake ML. Experience designing, building, and deploying end-to-end ML systems in production, including integrating LLMs and multimodal models, is essential. Familiarity with data workflows, feature stores, and model registries is also required.
Responsibilities
The Staff Machine Learning Engineer will design and deploy production ML systems, including building, training, and launching models to power core products. They will create evaluation frameworks to monitor and retrain models, develop APIs and services for seamless ML integration, and incorporate LLMs into production systems. Responsibilities also include owning ML pipelines and data workflows, supporting real-time and batch use cases, collaborating with product managers and engineers, writing production-quality Python code, setting ML best practices, and mentoring teammates. Specific projects may involve building models for charge capture and identifying missed billable treatments.
Skills
Machine Learning
Python
Data Engineering
Model Deployment
eCommerce
Predictive Modeling
Infrastructure Design
Vetcove
Centralized platform for veterinary supply procurement
About Vetcove
Vetcove operates in the veterinary supply market, providing a platform for veterinary practices to order supplies and medications efficiently. The platform acts as a centralized marketplace where veterinary professionals can compare prices and availability from various suppliers, allowing them to access products from multiple distributors without the hassle of visiting different websites or contacting multiple suppliers. This saves time and effort for clinics. Vetcove also includes features like order history tracking, cart management, and analytics to assist practices in making informed purchasing decisions. The company partners with veterinary supply distributors, earning a commission on sales made through its platform, which aligns its interests with those of its clients. Vetcove aims to enhance efficiency and transparency in the procurement process for veterinary practices, addressing a vital need in the healthcare industry.
Boston, MassachusettsHeadquarters
2015Year Founded
$51.6MTotal Funding
SERIES_ACompany Stage
Enterprise Software, HealthcareIndustries
51-200Employees
Benefits
Remote Work Options
Health Insurance
Dental Insurance
Vision Insurance
401(k) Company Match
Home Office Stipend
Unlimited Paid Time Off
Company Equity
Risks
Emerging B2B marketplaces in Asia may challenge Vetcove's market position.
Dependence on distributor partnerships risks product availability if terms change.
Competitors offering lower commissions could attract distributors away from Vetcove.
Differentiation
Vetcove offers a centralized marketplace for veterinary supplies, streamlining procurement processes.
The platform provides price comparison and analytics, aiding informed purchasing decisions.
Vetcove's commission-based model aligns its interests with veterinary practices' needs.
Upsides
Increased telemedicine demand boosts need for Vetcove's integrated supply chain solutions.
Subscription models in pet care offer Vetcove recurring revenue opportunities.
Corporate veterinary group expansion increases demand for Vetcove's bulk order management.
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