Machine Learning Platform Engineer
5 days ago
DataVisor is a pioneering AI-powered fraud and risk platform, renowned for delivering exceptional detection coverage. Our open SaaS platform seamlessly consolidates and enriches data, ensuring scalability and real-time action on evolving fraud and money laundering activities.
Our award-winning software is driven by world-class experts in big data, machine learning, security, and scalable infrastructure. Our culture fosters collaboration, positivity, and results-driven achievements.
About the Role:
We are seeking skilled engineers to build a next-generation machine learning platform, integrating unsupervised and supervised algorithms. This involves improving core detection algorithms and automating training processes.
As complex fraud attacks escalate, real-time detection of fraudsters is crucial. The platform team will design architecture enabling real-time unsupervised machine learning. We need creative engineers to expand novel streaming and database systems supporting our detection capabilities.
Key Responsibilities:
- Design and develop machine learning systems processing massive consumer service datasets
- Apply unsupervised and supervised machine learning to detect fraudulent behavior and catch fraudsters
- Develop and optimize systems, tools, and validation strategies for new features
- Contribute to designing and building distributed real-time systems and features
- Utilize big data technologies (e.g., Spark, Hadoop, HBase, Cassandra) for large-scale machine learning pipelines
- Develop systems atop real-time streaming technologies (e.g., Kafka, Flink)
Requirements:
- 5+ years of software development experience
- 5+ years of experience in Java, Shell, Python development
- Strong knowledge of relational databases, SQL, and ORM technologies (JPA2, Hibernate) is beneficial
- Experience with Cassandra, HBase, Flink, Spark, or Kafka is advantageous
- Spring Framework experience is beneficial
- Test-driven development experience is desirable
Compensation: $120,000 - $180,000 per annum, depending on qualifications and experience
Benefits:
- CANADA Life Policy
- Comprehensive health insurance
- Life insurance and accidental insurance
- Retirement savings plan
- Paid vacation time
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