MLOps Engineer

1 week ago


Singapore PATSNAP PTE. LTD. Full time
Roles & Responsibilities

About the Role:

We are seeking a passionate MLOps Engineer to join our team and drive the deployment, monitoring, and optimization of machine learning (ML) models in production. This role will be key in ensuring the reliability, scalability, and efficiency of our ML infrastructure while supporting the development and release of AI-driven solutions. If you have a strong background in cloud technologies, automation, and ML model deployment, this is an excellent opportunity to work on cutting-edge AI applications.

Key Responsibilities:

  • Design, build, and maintain scalable ML model deployment pipelines for real-time and batch inference.
  • Manage and optimize cloud-based ML infrastructure, ensuring high availability and cost efficiency.
  • Implement monitoring, logging, and alerting systems for ML models in production to track performance, data drift, and anomalies.
  • Automate model training, evaluation, and deployment processes using CI/CD pipelines.
  • Ensure compliance with MLOps best practices, including model versioning, reproducibility, and governance.
  • Collaborate with data scientists, ML engineers, and software developers to streamline the transition of models from development to production.
  • Optimize model serving infrastructure using Kubernetes, Docker, and serverless technologies.
  • Improve data pipelines for feature engineering, data preprocessing, and real-time data streaming.
  • Research and implement tools for scalable AI development, such as Retrieval-Augmented Generation (RAG) and agent-based applications.

Qualifications:

  • Hands-on experience with MLOps platforms (e.g., MLflow, Kubeflow, TFX, SageMaker).
  • Strong expertise in cloud services (AWS, GCP, Azure and other Clouds).
  • Proficiency in containerization (Docker, Kubernetes) and infrastructure as code (Terraform, CloudFormation).
  • Experience in building CI/CD pipelines for machine learning models.
  • Solid programming skills in Python, Go, or Shell scripting for automation.
  • Familiarity with data versioning and model monitoring tools (DVC, Evidently AI, Prometheus, Grafana).
  • Understanding of feature stores and efficient data management for ML workflows.
  • Strong problem-solving skills with a proactive, self-motivated attitude.
  • Excellent collaboration and communication skills to work in a cross-functional team.
  • Fluent in Mandarin for effective communication within a multilingual team environment.

Why Join Us?

  • Work with cutting-edge MLOps and AI deployment technologies in a fast-growing industry.
  • Be part of a dynamic and innovative team focused on AI and cloud solutions.
  • Gain exposure to end-to-end machine learning workflows, from data processing to model deployment.
  • Opportunities for professional growth in cloud computing, automation, and AI infrastructure.
Tell employers what skills you have

Scalability
Kubernetes
Azure
Cloud Computing
Pipelines
SageMaker
High Availability
Scripting
Reliability
Logging
Multilingual
Python
Containerization
Cloud Services
Docker
GCP
  • Mlops Engineer

    2 weeks ago


    Singapore LAWNET TECHNOLOGY SERVICES PTE. LTD. Full time

    **About the role** We are seeking an experienced MLOps Engineer specializing in large language models at LawNet Technology Services. You will be at the forefront of operationalizing and scaling our AI capabilities. This role demands a unique blend of skills in machine learning, software engineering, and cloud technologies to efficiently deploy, monitor, and...

  • Mlops Engineer

    2 weeks ago


    Singapore PATSNAP PTE. LTD Full time

    About the Role: **Key Responsibilities**: - Design, build, and maintain scalable ML model deployment pipelines for real-time and batch inference. - Manage and optimize cloud-based ML infrastructure, ensuring high availability and cost efficiency. - Implement monitoring, logging, and alerting systems for ML models in production to track performance, data...

  • MLOps Engineer

    4 weeks ago


    Singapore NEW TONE CONSULTING PTE. LTD. Full time

    Roles & ResponsibilitiesWe are looking for a Senior MLOps Engineer to join our production team, focusing on generative AI and ML applications. The ideal candidate has expertise in Microsoft OpenAI, Domino Data Lab, and Mistral models and can optimize, deploy, and monitor ML models in production environments.Key Responsibilities:Deploy and optimize machine...

  • MLOps Engineer

    2 days ago


    Singapore NEW TONE CONSULTING PTE. LTD. Full time

    Roles & ResponsibilitiesWe are looking for a Senior MLOps Engineer to join our production team, focusing on generative AI and ML applications. The ideal candidate has expertise in Microsoft OpenAI, Domino Data Lab, and Mistral models and can optimize, deploy, and monitor ML models in production environments.Key Responsibilities:Deploy and optimize machine...

  • Mlops Engineer

    1 week ago


    Singapore PATSNAP PTE. LTD Full time

    **About PatSnap** Patsnap empowers IP and R&D teams by providing better answers, so they can make faster decisions with more confidence. Founded in 2007, Patsnap is the global leader in AI-powered IP and R&D intelligence. Our domain-specific LLM, trained on our extensive proprietary innovation data, coupled with Hiro, our AI assistant,...


  • Singapore HPC AI TECHNOLOGY PTE. LTD. Full time

    **Responsibilities**: - Design, develop, and optimize backend systems for MLOps workflows on our compute cloud platform. - Build and maintain scalable, secure, and high-performance API services to support ML model training, deployment, and monitoring. - Develop and integrate orchestration systems for managing AI workloads and containerized environments. -...

  • Mlops Developer

    3 days ago


    Singapore IITMATRIX PTE. LTD. Full time

    We are looking for a MLOps Developer for our client company in Singapore. **Responsibilities**: As our MLOps developer, you will get a chance to work on the latest tools and technologies in cloud native machine learning engineering like AI/ML, CI/CD, monitoring, Airflow, MLFlow, Kubernetes in AWS environment. You will be responsible for building new MLOps...


  • Singapore Singapore Technologies Engineering Ltd Full time

    Job ID: 16604- Location: Digital Hub, SG- Description: - **JOB RESPONSIBILITIES** **On-Premise Open-Source LLM Hosting and Deployment**: - Lead the deployment and management of open-source models like Llama, Mistral, and others in on-premise environments. - Design and implement infrastructure that supports large-scale LLM hosting, ensuring security,...


  • Singapore NEW TONE CONSULTING PTE. LTD. Full time

    About This RoleThe Senior MLOps Engineer will play a key role in our production team, focusing on generative AI and ML applications.Key Responsibilities:Optimize, deploy, and monitor ML models in production environments.Manage ML infrastructure (cloud/on-premise), ensuring scalability and reliability.Build CI/CD pipelines for model deployment and automate ML...


  • Singapore ARYAN SOLUTIONS PTE. LTD. Full time

    Arya Solutions is looking for a highly experienced MLOps Backend Engineer to join our team. The successful candidate will have a strong background in full-stack development and experience in building and deploying machine learning models using popular frameworks such as TensorFlow or PyTorch.The ideal candidate will have excellent problem-solving skills, be...


  • Singapore ENSIGN INFOSECURITY (CYBERSECURITY) PTE. LTD. Full time

    **Roles and Responsibilities** - Develop and deploy end to end pipelines for developed models - Ensure that deployed machine learning models are functional in production - Work on optimisation so that the model can handle large amounts of data in a production environment **Qualifications/Requirements**: - Ability to do development using Python - Ability to...

  • Senior Mlops Engineer

    15 hours ago


    Singapore FWD Insurance Full time

    Established in Asia in 2013 with a trailblazer mentality, FWD is the primary insurance business of investment group, Pacific Century Group (PCG), with minority shareholders Swiss Re Group, GIC Ventures, RRJ Capital and Hopu Investments. FWD spans 10 markets in Asia including Hong Kong SAR & Macau SAR, Thailand, Indonesia, the Philippines, Singapore,...


  • Singapore NEW TONE CONSULTING PTE. LTD. Full time

    At NEW TONE CONSULTING PTE. LTD., we are looking for a skilled Senior MLOps Engineer to lead the development and deployment of generative AI and ML applications.About the Role:This role involves leading the design, development, and deployment of machine learning models in production environments using Microsoft OpenAI, Domino Data Lab, and Mistral...


  • Singapore JOBTECH PTE. LTD. Full time

    **Helping people stay employable **About JobTech** JobTech is the world's leading artificial intelligence and big labour data analytics product company that empowers leaders to develop people for new work realities, driven by real labour market needs and individuals' personal aspirations. JobTech is growing rapidly with global big names customers from both...


  • Singapore PATSNAP PTE. LTD. Full time

    About the Team:We are a multidisciplinary team of experts dedicated to delivering AI-driven solutions that transform businesses. Our team consists of experienced data scientists, ML engineers, software developers, and operations professionals who share a passion for innovation and excellence.About the Role:We are seeking a seasoned Machine Learning...


  • Singapore ARYAN SOLUTIONS PTE. LTD. Full time

    We are seeking a highly motivated and experienced DevOps and MLOps Specialist to join our team at Arya Solutions. The ideal candidate will have a strong background in DevOps practices and experience in building and deploying scalable and efficient applications using popular tools such as Jenkins, GitLab CI/CD, and Kubernetes.The successful candidate will be...


  • Singapore IITMATRIX PTE. LTD. Full time

    **Responsibilities** As our MLOps developer, you will get a chance to work on the latest tools and technologies in cloud native machine learning engineering like AI/ML, CI/CD, monitoring, Airflow, MLFlow, Kubernetes in AWS environment. You will be responsible for building new MLOps features, enhancing the existing ones as well as supporting them in...


  • Singapore SAP Full time

    **We help the world run better** SUMMARY SAP Intelligent Enterprise Solutions (IES) department has the purpose to “Deliver and Run the Intelligent Enterprise”, fully aligned with overall SAP’s purpose to “Help the world run better and improve people’s lives”. IES is SAP’s technology backbone and most compelling reference customer, and as...


  • Singapore SAP Full time

    **We help the world run better** SUMMARY SAP Intelligent Enterprise Solutions (IES) department has the purpose to “Deliver and Run the Intelligent Enterprise”, fully aligned with overall SAP’s purpose to “Help the world run better and improve people’s lives”. IES is SAP’s technology backbone and most compelling reference customer, and as...


  • Singapore RP International Ltd Full time

    **Machine Learning Engineer - MLOps** Our client is a large Financial Corporation who has global footprint across 20 countries and regions. They are looking for an experienced MLOps Engineer. You will join a dynamic and fast-paced environment and work with different stakeholders to deliver the company’s vision and strategy. **OVERALL ROLE PURPOSE**: -...