AWS MLOps Engineer (JB4034)
Hybrid Role, Applicants residing in Johannesburg
Market-Related
Duration: Permanent
Our client is looking for a skilled AWS MLOps Engineer to join their hybrid team. The ideal candidate will have a minimum of 3 years of AWS experience and at least 5 years in Machine Learning, with a focus on designing, implementing, and maintaining ML solutions on the AWS platform.
The successful candidate will play a crucial role in enhancing operational efficiency, ensuring compliance with industry regulations, and providing technical expertise in collaboration with cross-functional teams and clients.
Minimum Requirements:
5 years of experience in MLOps or related roles
3 years of hands-on experience with AWS
Bachelor's or higher degree in Computer Science, Engineering, Statistics, or a related field.
AWS Certified Machine Learning - Specialty Certificate
AWS Certified DevOps Engineer - Professional
Other relevant AWS certifications (e.g., Solutions Architect, Developer)
Duties and Responsibilities:
Design and implement end-to-end ML pipelines on the AWS platform, ensuring scalability, reliability, and compliance with banking sector regulations.
Collaborate with data scientists to facilitate the training and evaluation of ML models, optimizing for accuracy and efficiency.
Build and manage infrastructure on AWS, including EC2 instances, S3 buckets, and other relevant services, adhering to the highest security standards required by the banking sector.
Implement automation and orchestration tools to streamline ML workflows and enhance operational efficiency.
Develop robust monitoring and logging mechanisms to track the performance of ML models in production, identifying and addressing issues proactively.
Implement security best practices and ensure compliance with data protection regulations in ML workflows and infrastructure.
Work closely with cross-functional teams, providing technical expertise and documentation to support knowledge transfer.
IMPORTANT: We specialize in specific niche fields. Regret that we are unable to provide assistance for any fields outside of this scope. Fields can be viewed on our website.
Kontak Recruitment Disclaimer:
Equal opportunity: All backgrounds are welcomed, with no bias. All are considered based on requirements.
Job specifics: Requirements mirror advertisement, duties may adjust for client needs.
Fair process: Fair assessment, only shortlisted candidates contacted due to volume.
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