Senior Manager - ML Operations Platform

Abu Dhabi Commercial Bank
Abu Dhabi
Full timeFunction: Solutions Engineering & Sales EngineeringExperience: 7+ yearsEducation: bachelorsSkills: ["Technical direction","Day-to-day delivery guidance","Coaching","Agile delivery","Continuous improvement"]

Lead the design, build, and operational delivery of an enterprise ML platform that enables data scientists and ML teams to develop, train, deploy, and serve models. Drive MLOps practices end-to-end—model training through packaging, deployment, versioning, and CI/CD—while improving automation, monitoring, and observability (performance, drift, and service health). Ensure responsible AI, model governance, security, auditability, and reliable production stability across regulated environments.

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FursaFursa
Abu Dhabi Commercial Bank
Abu Dhabi Commercial Bank
1 day ago

Senior Manager - ML Operations Platform

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Source: Company careers pageValidated by: Fursa AI
Last checked: 2 hours agoStatus: Live

Job Summary

Lead the design, build, and operational delivery of an enterprise ML platform that enables data scientists and ML teams to develop, train, deploy, and serve models. Drive MLOps practices end-to-end—model training through packaging, deployment, versioning, and CI/CD—while improving automation, monitoring, and observability (performance, drift, and service health). Ensure responsible AI, model governance, security, auditability, and reliable production stability across regulated environments.
Location: Abu Dhabi
Employment Type: Full time
Job Function: Solutions Engineering & Sales Engineering
Seniority: Sr. Manager level

Key Responsibilities

  • •Manage the design, build, and operation of ML platform capabilities for developing, training, deploying, and serving models using Enterprise Data Platform (EDP) data products.
  • •Ensure platform tooling, reusable pipelines, feature engineering capabilities, and managed compute environments meet approved architecture, security, governance, and engineering standards.
  • •Implement MLOps practices for training, packaging, deployment, versioning, release workflows, and CI/CD for machine learning within approved governance frameworks.
  • •Improve automation across model registries, retraining workflows, and deployment pipelines to increase consistency and reduce manual effort from experimentation to production.
  • •Provide model monitoring and observability (performance, data drift, concept drift, service health) and maintain alerting, reliability patterns, and remediation accelerators to reduce operational risk and ensure stable model operations.

Pay and Benefits

Perks:Health InsuranceLife InsuranceAccident InsurancePaid LeaveRemote WorkLearning BudgetTravel AllowanceEducation Assistance

Key Requirements

  • •7+ years in ML platform engineering and/or MLOps within large-scale, data-driven or regulated environments.
  • •Bachelor’s degree in Computer Science, Data Engineering, Artificial Intelligence, Information Systems, or a related discipline.
  • •Certifications in machine learning, cloud, or data engineering (e.g., AWS Certified Machine Learning, Azure AI Engineer/Data Scientist, AWS Solutions Architect, Databricks ML) or equivalent.
  • •Hands-on ML platform engineering experience (e.g., SageMaker, Azure ML, Dataiku or equivalent).
  • •Strong MLOps, CI/CD, model deployment/serving/scaling, monitoring & drift detection, feature engineering/feature stores, and responsible AI/governance for production-grade delivery.
Experience:7+ yearsMachine learningMLOpsData engineeringFinancial servicesRegulated industry
Education:Bachelor's in Computer Science, Data Engineering, Artificial Intelligence, Information Systems, or a related technology discipline
Skills:Technical directionDay-to-day delivery guidanceCoachingAgile deliveryContinuous improvement
Certifications:AWS Certified Machine LearningMicrosoft Azure AI EngineerAzure Data ScientistAWS Certified Solutions ArchitectDatabricks Machine Learning
Tech Stack:AWSAzureAWS Certified Machine LearningMicrosoft Azure AI EngineerAzure Data ScientistAWS Certified Solutions ArchitectDatabricksAmazon SageMakerAzure MLDataikuDockerKubernetesCI/CD

Company Brief

Abu Dhabi Commercial Bank
ADCB (Abu Dhabi Commercial Bank) is a UAE-based public bank offering retail, corporate, investment banking, treasury and wealth management services across the UAE and internationally, serving individuals, SMEs and large corporates.
Industry: Banking
Company Size: Enterprise (1,001+ employees)
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Abu Dhabi, United Arab Emirates
Founded: 1985
Glassdoor
Glassdoor: 3.6
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