Machine Learning Engineer

A private investment company, this is one of the world's most successful international hedge funds!

This is a highly significant role within the company, joining a team responsible for developing trading infrastructure for the company's traders, leveraging AI and Machine Learning technologies in Python.

The company has approximately 5,000 employees globally, with 50 based in Israel. They are located in Ramat Gan (near a train station) and offer one work-from-home day per week.

The Israeli site is entirely focused on Fintech! They work with cutting-edge technologies and have the ability to make a real impact on the product.

Responsibilities-

• Architect, develop and maintain internal AI/Machine Learning infrastructure components, frameworks, and offerings
• Architect, develop and maintain AI/ML solutions for customers in cloud environments
• Help customers architect, develop and maintain their own AI/ML solutions in cloud environments
• Implement CI/CD pipelines which include application tests, security tests, and gates
• Implement availability, security, performance monitoring, and alerting of AI/ML solutions
• Automate data resiliency and replication for AI/ML models
• Manage multiple environments and promote code between them
• Automate systems configuration and orchestration using tools such as Terraform, Chef, Ansible, or Salt
• Automate creation of machine images and containers

Requirements -

• 5 years of experience designing and supporting production cloud environments
• Experience consulting with customers to develop AI/ML solutions
• Experience developing collaboratively, including infrastructure as code, preferably in Python
• Systems engineering knowledge, including understanding of Linux, security, and networking
• Cloud templating tools such as Terraform
• Experience with AI/ML frameworks
• Experience with distributed computing tools
• Experience with building, monitoring, and alerting on logs and metrics
• Cloud Networking including connectivity, routing, DNS, VPCs, proxies, and load balancers
• Cloud Security including IAM, Certificate Management, and Key Management