Machine Learning Engineer
Há 2 dias
OverviewWe are a leader in fraud prevention and AML compliance.
Our platform uses device intelligence, behavior biometrics, machine learning, and AI to stop fraud before it happens.
Today, over 300 banks, retailers, and fintechs worldwide use Sardine to stop identity fraud, payment fraud, account takeovers, and social engineering scams.
We have raised $145M from world-class investors, including Andreessen Horowitz, Activant, Visa, Experian, FIS, and Google Ventures.What You'll DoDesign and refine backend services using Golang to process and analyze device data, ensuring robustness and scalability.Collaborate closely with software engineers, product managers, and other stakeholders to integrate machine learning capabilities seamlessly into our products.Develop sophisticated algorithms leveraging high-entropy signals and probabilistic matching to revolutionize device identification.Dive into vast datasets to uncover insights, boosting the accuracy and reliability of our systems.Apply advanced machine learning models to enhance device recognition and effectively manage uncertainties.Maintain the highest standards of privacy and security, aligned with industry best practices and regulations.Foster a culture of continuous learning, and document processes clearly to ensure consistency across the team.What We're Looking For5+ years of experience in software engineering, with a focus on backend development; proficiency in Go or a similar language is essential.Bachelor's or Master's in Computer Science, Engineering, or a related discipline.Hands-on experience with applied machine learning and data-informed optimization, working with large-scale datasets using tools like PyTorch and Scikit-learn.Proficient in SQL for querying and analyzing large datasets.Comfortable working with both relational and non-relational databases.Proficient in English - from casual chats to formal reports.Extra Points ForA strong understanding of cybersecurity principles, especially in device identification and fraud prevention.Experience managing cloud infrastructure (AWS, Google Cloud, or Azure).
Knowledge of containerization tools (Docker, Kubernetes) and CI/CD pipelines.Understanding of modern browser APIs and high-entropy data collection techniques.CompensationBase pay range of $R330,000 - $R440,000 + Series C equity with tremendous upside potential + Attractive benefitsThe compensation offered for this role will depend on various factors, including the candidate's location, qualifications, work history, and interview performance, and may differ from the stated range.Benefits We OfferGenerous compensation in cash and equityEarly exercise for all options, including pre-vestedWork from anywhere: Remote-first CultureFlexible paid time off, Year-end break, Self care days offHealth insurance, dental, and vision coverage for employees and dependents - US and Canada specific4% matching in 401k / RRSP - US and Canada specificMacBook Pro delivered to your doorOne-time stipend to set up a home office — desk, chair, screen, etc.Monthly meal stipendMonthly social meet-up stipendAnnual health and wellness stipendAnnual Learning stipendUnlimited access to an expert financial advisoryTo learn more about how we process your personal information and your rights in regards to your personal information as an applicant and Sardine employee, please visit our Applicant and Worker Privacy Notice.
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