ML Platform Engineer
4 days ago
Project description
We are seeking a skilled ML Platform Engineer, responsible for automating, deploying, patching, and maintaining our machine learning platform infrastructure. You need to have hands-on experience with Cloudera Data Science Workbench (CDSW), Cloudera Data Platform (CDP), Docker, Kubernetes, Python, Ansible, GitLab, and MLOps best practices.
Responsibilities
- Automate deployment and management processes for machine learning platforms using tools such as Ansible and Python. Deploy, monitor, and patch ML platform components, including Cloudera Data Science Workbench (CDSW), Docker containers, and Kubernetes clusters. Ensure high availability and reliability of ML infrastructure through proactive maintenance and regular updates. Develop and maintain comprehensive documentation for platform configurations, processes, and procedures. Troubleshoot and resolve platform issues, ensuring minimal downtime and optimal performance. Implement best practices for security, scalability, and automation within the ML platform ecosystem.
SKILLS
Must have
- DevOps / Platform Engineers with Cloudera or Azure, along with Python and ML. Hands-on experience with CDSW (Cloudera Data Science Workbench) or similar ML/AI platforms. Strong expertise in containerization and orchestration using Docker and Kubernetes (AKS preferred). Proficiency in Python programming (enterprise-level applications, automation, and scripting). Experience with Ansible for infrastructure as code (IaC), deployment automation, and configuration management. Strong knowledge of Unix/Linux systems (administration, troubleshooting, performance tuning). Practical experience with GitLab for source control and CI/CD pipeline automation. Deep understanding of MLOps principles and best practices (deployment, monitoring, lifecycle management of ML workloads). Experience in designing, developing, and maintaining distributed systems and services. Proven ability in patching, updating, and maintaining platform infrastructure.
Nice to have
Previous banking domain Experience. Familiarity with Cloudera CDP ecosystem (beyond CDSW). Knowledge of monitoring & observability tools (Prometheus, Grafana, ELK). Exposure to Airflow, MLflow, or Kubeflow for workflow and ML lifecycle orchestration. Cloud platform experience with Azure (AKS, networking, storage, monitoring).
-
Lead Ml Engineer
1 day ago
Singapore Unison Consulting Pte Ltd Full time**Role : Lead ML Engineer** **Location : Singapore** **Duration : Long term contract** **Job Scope** - Conduct reviews for compliance of the ML models in accordance with overall platform governance principles such as versioning, data / model lineage, code best practices and provide feedback to data scientists for potential improvements - Develop pipelines...
-
Solution Architect – AI/ML Platforms
2 weeks ago
Singapore PEOPLESEARCH PTE. LTD. Full timeOverview Solution Architect – AI/ML Platforms Our client is looking for an experienced solution architect to lead the design and integration of secure, scalable and business-aligned AI solutions across enterprise systems and platforms. Responsibilities Architect Scalable AI Solutions: Design end-to-end AI systems covering data ingestion, model deployment,...
-
Solution Architect
2 weeks ago
Singapore PEOPLESEARCH PTE. LTD. Full timeOverview Solution Architect – AI/ML Platforms Our client is looking for an experienced solution architect to lead the design and integration of secure, scalable and business-aligned AI solutions across enterprise systems and platforms. Responsibilities Architect Scalable AI Solutions: Design end-to-end AI systems covering data ingestion, model deployment,...
-
Solution Architect
1 week ago
Singapore PEOPLESEARCH PTE. LTD. Full timeSolution Architect - AI/ML Platforms Our client is looking for an experienced solution architect to lead the design and integration of secure, scalable and business-aligned AI solutions across enterprise systems and platforms. Responsibilities: Architect Scalable AI Solutions: Design end-to-end AI systems covering data ingestion, model deployment, API...
-
Senior Cloud Operations Engineer
1 week ago
Singapore PEOPLESEARCH PTE. LTD. Full timeSenior Cloud Operations Engineer - AI/ML Platforms Our client is looking for an experienced cloud specialist to lead and optimise the operation, reliability and security of Azure-based AI platform to ensure seamless, scalable and secure delivery of AI/ML services. Responsibilities: Ensure high availability, performance and reliability of Azure-based AI cloud...
-
Senior Cloud Operations Engineer
1 week ago
Singapore PEOPLESEARCH PTE. LTD. Full timeSenior Cloud Operations Engineer - AI/ML Platforms Our client is looking for an experienced cloud specialist to lead and optimise the operation, reliability and security of Azure-based AI platform to ensure seamless, scalable and secure delivery of AI/ML services. Responsibilities: Ensure high availability, performance and reliability of Azure-based AI cloud...
-
AI/ML Engineer
6 days ago
Singapore Apar Technologies Full timeAbout the Role We're looking for a passionate AI Engineer to design, develop, and deploy machine learning and deep learning models into production. You'll work closely with data scientists and engineers to build scalable AI solutions that drive real business impact. Key Responsibilities Develop, train, and optimize ML/DL models using Python , TensorFlow ,...
-
Singapore National Library Board Full timeWhat the role is: HTX is the world's first Science and Technology agency that integrates a diverse range of scientific and engineering capabilities to innovate and deliver transformative and operationally ready solutions for homeland security. As a statutory board of the Ministry of Home Affairs and integral to the Home Team, HTX works at the forefront of...
-
Singapore NodeFlair Full time**Job Summary**: **Salary** S$10,000 - S$20,000 / Monthly **Job Type** **Seniority** Senior **Years of Experience** At least 10 years **Tech Stacks** Go play Datadog ELK Splunk Kubernetes Python **Job Summary**: Apple is a place where extraordinary people gather to do their best work. Together we create products and experiences people once couldn’t...
-
Ai/ml Engineer
2 weeks ago
Singapore TALENTSIS PTE. LTD. Full time**Responsibilities**: - Preprocess, clean, and analyze large datasets to prepare for model training. - Optimize AI/ML models for performance, scalability, and accuracy. - Collaborate with cross-functional teams to integrate AI/ML solutions into existing products and workflows. - Research and implement the latest advancements in AI/ML technologies to enhance...
