Full-Time
Machine Learning Engineer
Updated on 4/30/2024
AI-powered fraud and financial crime prevention
Compensation Overview
$130,000 - $170,000Annually
Senior
Canada
- 5+ years of hands-on experience in Machine Learning or related roles
- Extensive knowledge and educational background in computer science, machine learning, and statistics
- Strong programming proficiency in Python and SQL, coupled with hands-on experience in backend development
- Industry experience in Fraud, Risk, Compliance, Payments, or FinTech domains
- Proficiency in data warehousing, data pipelines, and ETL tools, with a proven track record of managing the machine learning lifecycle
- Experience with cloud computing platforms such as GCP, AWS, or Azure
- Familiarity with Kubernetes or Docker for efficient containerization
- Proven track record of collaboration with data scientists to build, deploy, and refine machine learning models
- Prior experience in building ML observability to uphold the performance and reliability of machine learning models in production
- Design, develop, and implement machine learning models and algorithms utilizing Python and SQL
- Enhance backend systems for feature processing and model serving, optimizing efficiency and reliability
- Engage with large-scale data sets, data pipelines, and data warehousing tools to extract meaningful insights
- Collaborate with data scientists, software engineers, data analysts, account managers, and product managers to identify business challenges, devise solutions, and iteratively enhance machine learning models
- Establish and fortify ML observability to ensure the steadfast performance and reliability of machine learning models in production
- Build scalable and efficient machine learning infrastructure utilizing advanced tools such as Vertex AI, Apache Beam, and Kubeflow
- Develop software systems and libraries to bolster machine learning applications and streamline integration
- Conduct experiments, execute statistical analyses, and assess model performance to optimize accuracy, reliability, and speed
Sardine offers a specialized platform that enhances financial security by employing advanced AI to tackle challenges like fraud and money laundering. By creating trusted payment environments for over 250 diverse companies, it prioritizes safe and efficient transaction processes. Sardine's use of cutting-edge techniques such as Device Intelligence and Behavior Biometrics sets a high standard in the payment security industry, making it a great place for those interested in contributing to innovative solutions in a vital sector.
Company Stage
Series B
Total Funding
$75.6M
Headquarters
San Francisco, California
Founded
2020
6 month growth
↓ -2%1 year growth
↓ -2%2 year growth
↑ 53%Benefits
Generous compensation in cash and equity
7-year for post-termination option exercise (vs. standard 90 days)
Early exercise for all options, including pre-vested
Work from anywhere: Remote-first Culture
Unlimited paid time off and minimum 2 weeks/year of mandatory vacation
100% of health insurance, dental, and vision coverage for employees and 60% for dependents
4% matching in 401k
Company-wide offsites, the last one was at Miami
MacBook Pro delivered to your door
One-time stipend to set up a home office — desk, monitors, etc.
Monthly meal stipend
Monthly health and wellness stipend
Monthly meet-up stipend
Unlimited access to an expert financial advisory