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AI/ML Infrastructure Engineer. Job Opening In Tel Aviv-Yafo – Now Hiring Millennium Management


Job description

AI/ML Infrastructure Engineer

This role is a member of the AI/ML Infrastructure Engineering team and will be dedicated to implementing and supporting AI/ML infrastructure solutions in cloud and on-premise environments.

The role will work directly with infrastructure teams and potentially face off with data scientists, machine learning engineers, application developers, and quantitative analysts by functioning as both a solutions architect, helping them implement their own AI/ML solutions, and as a professional services engineer, implementing solutions for them in cloud environments such as AWS, GCP, and Kubernetes.

This is a hands-on developer role and candidates ideally have had experience deploying and supporting their own production-ready AI/ML models in cloud environments as well as automating the build and management of a broad range of cloud infrastructure using tools like Terraform.

Candidates should be familiar with developing unit and functional tests, have experience designing and implementing CI/CD tools with infrastructure as code pipelines, and have knowledge of Linux systems administration, containerization, networking, security, automated configuration and state management, cross-system orchestration, configuration management, logging, metrics, monitoring, and alerting.

Principal Responsibilities:

• Architect, develop and maintain internal AI/ML 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

Required Qualifications/Skills

• 6+ 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 (e.g., TensorFlow, PyTorch)

• Experience with distributed computing tools (e.g., Ray, Dask)

• Experience with model serving tools (e.g., vLLM, KFServing)

• 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

• Excellent written and verbal communications

• Excellent troubleshooting and analytical skills

• Self-starter able to execute independently, on a deadline, and under pressure

Required Skill Profession

Computer Occupations


  • Job Details

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Unlock Your AI ML Potential: Insight & Career Growth Guide


Real-time AI ML Jobs Trends (Graphical Representation)

Explore profound insights with Expertini's real-time, in-depth analysis, showcased through the graph here. Uncover the dynamic job market trends for AI ML in Tel Aviv-Yafo, Israel, highlighting market share and opportunities for professionals in AI ML roles.

248 Jobs in Israel
248
118 Jobs in Tel Aviv-Yafo
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Download Ai Ml Jobs Trends in Tel Aviv-Yafo and Israel

Are You Looking for AI/ML Infrastructure Engineer. Job?

Great news! is currently hiring and seeking a AI/ML Infrastructure Engineer. to join their team. Feel free to download the job details.

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The Work Culture

An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at Millennium Management adheres to the cultural norms as outlined by Expertini.

The fundamental ethical values are:

1. Independence

2. Loyalty

3. Impartiapty

4. Integrity

5. Accountabipty

6. Respect for human rights

7. Obeying Israel laws and regulations

What Is the Average Salary Range for AI/ML Infrastructure Engineer. Positions?

The average salary range for a varies, but the pay scale is rated "Standard" in Tel Aviv-Yafo. Salary levels may vary depending on your industry, experience, and skills. It's essential to research and negotiate effectively. We advise reading the full job specification before proceeding with the application to understand the salary package.

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Key qualifications for AI/ML Infrastructure Engineer. typically include Computer Occupations and a list of qualifications and expertise as mentioned in the job specification. The generic skills are mostly outlined by the . Be sure to check the specific job listing for detailed requirements and qualifications.

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Millennium Management interview tips for AI/ML Infrastructure Engineer.

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Other Openings

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To prepare for your AI/ML Infrastructure Engineer. interview at Millennium Management, research the company, understand the job requirements, and practice common interview questions.

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By following these tips, you can increase your chances of making a positive impression and landing the job!

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