AI/ML Ops
Город:
Кишинев
Образование:
Университет, институт
Опыт работы:
От 1 года
Зарплата:
Не указана
График:
Полный день
Orange Systems is the IT hub of Orange Moldova. An IT park resident, with over 800 employees, that delivers advanced IT solutions, enhancing a wide range of activities and full cycle development, impacting millions of customers across Europe.
Orange Systems is looking for a new colleague to fill in the position of AI/ML Ops to work with our International Partners.
what you will be doing:
Industrialization of GenAI Use Cases: Deploy, manage, and optimize GenAI initiatives in production environments, ensuring seamless integration, scalability, and reliability.
Cost Efficiency and Compliance: Ensure GenAI solutions are cost-effective, compliant with ethical and regulatory standards, and aligned with organizational policies.
Operational Support: Provide essential operational support to cross-functional teams, aiding in the adoption of GenAI across the organization.
Alignment with AI Frameworks: Work closely with stakeholders to align AI frameworks, functional splits, reusable capabilities, and ensure operational excellence.
Testing and Evaluation: Develop and implement tools to test and evaluate AI models and systems, ensuring they maintain peak performance.
Deployment Pipelines: Maintain and optimize deployment pipelines for machine learning models, ensuring a smooth and efficient process.
Containerization: Containerize models using Docker and deploy them on cloud platforms, ensuring reliability and scalability.
Monitoring: Set up and manage monitoring tools to track metrics like response times, error rates, and resource utilization, ensuring optimal system performance.
Collaboration: Collaborate with Data Scientists, Data Engineers, and DevOps teams across various departments to ensure seamless operations and innovation.
what we are looking for:
Bachelor's degree in Computer Science, Information Systems, Business Analytics, or a related
Programming Expertise: Proficiency in Python and familiarity with libraries and tools supporting GenAI initiatives, such as RAG frameworks, vector databases, embedding models, and prompt management frameworks.
Infrastructure Management: Skilled in managing infrastructure using AWS CloudFormation.
CI/CD Pipeline Development: Experience in developing and maintaining CI/CD pipelines using AWS CDK.
Cloud Technologies: Experience with AWS Fargate, API Gateway, serverless or Lambda functions, and EKS clusters.
Observability: Proficiency in setting up and utilizing the ELK stack for service monitoring and observability.
Azure Experience: Hands-on experience with Azure OpenAI Service for deploying and managing GenAI initiatives.
Database Expertise: Experience with relational, non-relational, and vector databases, data warehousing, and data streaming frameworks.
Fluent English
what's in it for you:
International environment and guaranteed life-work balance
A unique learning experience in our company
Working experience with great potential for growth
Competitive salary
Benefits and compensations that you can discover on https://www.orange.md/?l=1&p=1&c=1&sc=5
We invite you to join Orange for a unique learning and working experience, with great potential for growth in an innovative environment.
If you share the same views, apply today!
Working for Orange is one of a kind experience. Come check it out!
Orange Systems
8, Calea Iesilor street, Chişinău, Moldova
Orange Systems is looking for a new colleague to fill in the position of AI/ML Ops to work with our International Partners.
what you will be doing:
Industrialization of GenAI Use Cases: Deploy, manage, and optimize GenAI initiatives in production environments, ensuring seamless integration, scalability, and reliability.
Cost Efficiency and Compliance: Ensure GenAI solutions are cost-effective, compliant with ethical and regulatory standards, and aligned with organizational policies.
Operational Support: Provide essential operational support to cross-functional teams, aiding in the adoption of GenAI across the organization.
Alignment with AI Frameworks: Work closely with stakeholders to align AI frameworks, functional splits, reusable capabilities, and ensure operational excellence.
Testing and Evaluation: Develop and implement tools to test and evaluate AI models and systems, ensuring they maintain peak performance.
Deployment Pipelines: Maintain and optimize deployment pipelines for machine learning models, ensuring a smooth and efficient process.
Containerization: Containerize models using Docker and deploy them on cloud platforms, ensuring reliability and scalability.
Monitoring: Set up and manage monitoring tools to track metrics like response times, error rates, and resource utilization, ensuring optimal system performance.
Collaboration: Collaborate with Data Scientists, Data Engineers, and DevOps teams across various departments to ensure seamless operations and innovation.
what we are looking for:
Bachelor's degree in Computer Science, Information Systems, Business Analytics, or a related
Programming Expertise: Proficiency in Python and familiarity with libraries and tools supporting GenAI initiatives, such as RAG frameworks, vector databases, embedding models, and prompt management frameworks.
Infrastructure Management: Skilled in managing infrastructure using AWS CloudFormation.
CI/CD Pipeline Development: Experience in developing and maintaining CI/CD pipelines using AWS CDK.
Cloud Technologies: Experience with AWS Fargate, API Gateway, serverless or Lambda functions, and EKS clusters.
Observability: Proficiency in setting up and utilizing the ELK stack for service monitoring and observability.
Azure Experience: Hands-on experience with Azure OpenAI Service for deploying and managing GenAI initiatives.
Database Expertise: Experience with relational, non-relational, and vector databases, data warehousing, and data streaming frameworks.
Fluent English
what's in it for you:
International environment and guaranteed life-work balance
A unique learning experience in our company
Working experience with great potential for growth
Competitive salary
Benefits and compensations that you can discover on https://www.orange.md/?l=1&p=1&c=1&sc=5
We invite you to join Orange for a unique learning and working experience, with great potential for growth in an innovative environment.
If you share the same views, apply today!
Working for Orange is one of a kind experience. Come check it out!
Orange Systems
8, Calea Iesilor street, Chişinău, Moldova
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