Senior Software Engineer - Python, ML, AWS, Docker

Role: Senior Backend Software Engineer

Tech Stack: Python, Machine Learning, Pytorch/Numpy, Docker, AWS

Location: Hybrid - Tel Aviv, Israel

Full Time.

The Role:

As a Senior Backend Software Engineer, you will play a pivotal role in designing and implementing sophisticated algorithms that drive the core of our AI-driven solutions. Your expertise will be critical in optimizing various aspects of healthcare operations, from building ML prediction models to solving resource allocation problems. You'll work closely with a multidisciplinary team of engineers, data scientists, and domain experts to translate complex requirements into robust, scalable software solutions.

Responsibilities:

• Design and implement algorithms, including constraint programming models and machine learning for resource planning and scheduling optimization workflows
• Collaborate with the product and engineering teams to define, design and implement new features
• Continuously evaluate and improve the performance of our algorithms
• Participate in code reviews, design discussions, and technical decision-making processes
• Design, and manage scalable, reliable and secured cloud infrastructure
• Develop and maintain Docker-based containerization for applications, ensuring smooth deployment in cloud environments.
• Monitor and troubleshoot production issues, providing timely resolutions to minimize downtime.
• Stay current with industry trends, tools, and technologies to continually enhance the backend architecture.

Requirements:

• 7+ years of experience in backend software development.
• Strong Python skills
• BS/MS degree in Computer Science or a related field or equivalent industry experience
• Deep understanding of algorithms, data structures and complexity theory
• Experience with AI/ML frameworks and libraries
• Familiarity with container technologies
• Experience with microservices architectures
• Experience with Git
• Excellent analytical and problem-solving skills
• Strong communication and collaboration skills
• Fluent written and verbal English skills

It will be great if you have:

• Experience with cloud platforms (preferably AWS)
• Familiarity with constraint programming and optimization techniques.

Please send a copy of your CV directly to this advertisement for immediate consideration.