Who We Are
Sardine is a leader in financial crime prevention, leveraging unparalleled device intelligence and behavior biometrics. We apply machine learning to detect and stop fraud before it happens, serving over 250 companies worldwide. Our platform includes tools for identity verification, fraud prevention and investigation, AML monitoring, and case management.
Our Culture
We are a remote-first company with a global team, valuing performance over hours worked. Our flexible work culture allows you to work from anywhere, ensuring you don't miss important personal commitments.
About The Role
As a Senior Machine Learning Engineer, you will design, develop, and implement machine learning solutions to mitigate fraud and risk. You will work closely with cross-functional teams to develop robust ML infrastructure and feature engineering capabilities.
Responsibilities
- Design and develop machine learning models using Python and SQL.
- Enhance backend systems for feature processing and model serving.
- Work with large-scale data sets and data warehousing tools.
- Collaborate with data scientists and engineers to refine ML models.
- Build scalable ML infrastructure using tools like Vertex AI, Apache Beam, and Kubeflow.
- Conduct experiments and statistical analyses to optimize model performance.
Ideal Candidate
- 5+ years of experience in Machine Learning or related fields.
- Strong programming skills in Python and SQL.
- Experience with cloud computing platforms like GCP, AWS, or Azure.
- Familiarity with Kubernetes or Docker.
Compensation and Benefits
- Competitive salary range of $160,000 - $200,000.
- Series B equity with significant growth potential.
- Comprehensive benefits package including health, dental, and vision insurance, 401(k) matching, and more.
- Generous allowances for home office setup, meals, social meet-ups, health and wellness, and continuous learning.
Benefits Extracted with AI
- Medical insurance
- 401(k)
- Remote work
- Flexible paid time off
- Health insurance
- Dental and vision coverage
- MacBook Pro
- Home office stipend
- Meal stipend
- Social meet-up stipend
- Health and wellness stipend
- Learning stipend
- Financial advisory access
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