- Design, implement, and manage CI/CD pipelines tailored for machine learning workflows.
- Ensure that machine learning models are properly versioned and deployed into production, staging, or testing environments automatically.
- Collaborate with data scientists and software engineers to optimize the automation process for training, validating, and deploying machine learning models.
- Continuously monitor the performance and reliability of CI/CD pipelines and make adjustments as necessary.
- Set up environments and fully implement scalable machine learning operations.
- Continuously monitor, optimize, debug and automate MLOps pipelines for increased quality and efficiency—including pipeline level, module level, and system-level inspection.
- Develop & maintain the infrastructure & tools that facilitate the deployment and monitoring of our ML algorithms in production.
- Keep abreast of the latest technology trends to drive standard methodologies and stay ahead of the curve.
- Document and track all systems, pipelines and best practices.
- Minimum of 3 years experience in setting up and maintaining CI/CD pipelines, preferably in a machine learning context.
- Strong understanding of containerization and orchestration tools such as Docker and Kubernetes.
- Familiarity with machine learning frameworks like TensorFlow, PyTorch, or Scikit-learn.
- Proficient in scripting languages such as Python, Bash, or Shell for automation tasks.
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Engineer - ML Ops
1 week ago
Core42 Abu Dhabi, United Arab EmiratesDesign, implement, and manageCI/CD pipelines tailored for machine learningworkflows. · Ensure that machine learning modelsare properly versioned and deployed into production, staging, ortesting environments automatically. · Collaboratewith data scientists and software engineers t ...
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Linux System Engineer
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Talent Pal Abu Dhabi, United Arab EmiratesREF: JOHNCRANEEMEA DIVISION: John Crane JOB FUNCTION: After SalesService Repair Job Description · We are seeking a highly skilled and experienced ServiceOperations Manager to oversee our production operations in AbuDhabi and Ivory Coast. The successful candidate will b ...
Engineer - ML Ops - Abu Dhabi, United Arab Emirates - Core42
Description
Qualifications
Skills and attributes for success
The measurement of your success will be based on cost savings, the impact of MLOps on business revenue, the number of projects successfully completed, improvements made to existing solutions and processes, and customer Net Promoter Score (NPS).
To qualify for the role you must have