Mlops Backend Engineer

1 day ago

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.
- Implement automated model lifecycle management, including versioning, monitoring, and retraining workflows.
- Collaborate with DevOps and infrastructure teams to ensure seamless deployment, scalability, and reliability of cloud-based AI workloads.
- Enhance logging, monitoring, and alerting systems for ML infrastructure performance tracking.
- Optimize resource allocation and scheduling strategies for distributed AI training and inference tasks.
- Work with AI researchers and engineers to streamline ML model deployment and inference pipelines.

**Requirements**:

- Bachelor's or higher degree in Computer Science, Software Engineering, or a related field.
- Strong programming skills in Python, with experience in backend development.
- Experience with cloud computing platforms (e.g., Kubernetes, Docker, AWS, GCP, or Azure).
- Proficiency in MLOps tools and frameworks (e.g., MLflow, Kubeflow, Airflow, Ray, or Argo Workflows).
- Solid understanding of distributed systems, microservices architecture, and API design.
- Hands-on experience with database technologies (SQL and NoSQL).
- Knowledge of infrastructure-as-code (e.g., Terraform, Ansible) and CI/CD pipelines.
- Familiarity with GPU acceleration frameworks (CUDA, NCCL) is a plus.
- Strong problem-solving skills and the ability to work in a fast-paced, collaborative environment.

**Preferred Qualifications**:

- Experience in AI/ML model deployment and serving (e.g., TensorFlow Serving, TorchServe, Triton Inference Server).
- Background in optimizing resource utilization for large-scale AI workloads.
- Knowledge of network and security best practices for cloud-based AI systems.
- Contributions to open-source MLOps projects are a plus.

  • MLOps Engineer

    1 week ago

    Singapore Patsnap Full time

    Join to apply for the MLOps Engineer role at Patsnap 6 days ago Be among the first 25 applicants Get AI-powered advice on this job and more exclusive features. About PatSnap Patsnap empowers IP and R&D teams by providing better answers, enabling faster decisions with more confidence. Founded in 2007, Patsnap is the global leader in AI-powered IP and R&D...

  • 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

    1 week ago

    Singapore Patsnap Full time $80,000 - $120,000 per year

    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, delivers actionable...

  • Llm/mlops Engineer, It

    1 week ago

    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,...

  • MLOps Engineer, Data Solutions

    2 weeks ago

    Singapore Apple Full time $120,000 - $200,000 per year

    Apple is a place where extraordinary people gather to do their best work. Together we craft products and experiences people once couldn't have imagined - and now can't imagine living without. If you're excited by the idea of making a real impact, and joining a team where we pride ourselves in being one of the most diverse and inclusive companies in the...

  • Mlops Engineer, Data Solutions

    2 weeks ago

    Singapore Apple Full time

    Apple is a place where extraordinary people gather to do their best work. Together we craft products and experiences people once couldn’t have imagined - and now can’t imagine living without. If you’re excited by the idea of making a real impact, and joining a team where we pride ourselves in being one of the most diverse and inclusive companies in the...

  • Mlops Engineer, Data Solutions

    7 days ago

    Singapore Apple Full time

    Apple is a place where extraordinary people gather to do their best work. Together we craft products and experiences people once couldn’t have imagined - and now can’t imagine living without. If you’re excited by the idea of making a real impact, and joining a team where we pride ourselves in being one of the most diverse and inclusive companies in the...

  • Engineering Manager

    2 days ago

    Singapore Canonical Full time

    Join to apply for the Engineering Manager - MLOps & Analytics role at Canonical 3 days ago Be among the first 25 applicants Join to apply for the Engineering Manager - MLOps & Analytics role at Canonical The role of an Engineering Manager at Canonical As an Engineering Manager at Canonical, you must be technically strong, but your main responsibility is to...

  • Senior Software Engineer

    1 day ago

    Singapore BetterData Pte Ltd Full time

    Job Posted - Empty - Location Singapore -Full time -Remote **Who are we looking for** We are seeking a talented Senior Backend Engineer who has a strong background in implementing solutions with Python frameworks, preferably FastAPI implementing and managing DevOps processes and tools and cloud security to join our growing team. As a member of our...

  • SAP IT Technology Consultant

    5 days ago

    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...