MLOps Engineer | Singapore, SG | Hybrid

MLOps Engineer

Sanderson-iKas Singapore Pte Ltd Singapore Apply now Posted 2 days ago Hybrid Job Contract SGD10000 - SGD12000 per month

We are looking to speak to MLOps Engineers!

An MLOps Engineer operates where Machine Learning, Software Engineering, and DevOps intersect. Their role is to merge best practices from each discipline to deploy, scale, and maintain ML models efficiently in real-world production settings.

An MLOps Engineer operates where Machine Learning, Software Engineering, and DevOps intersect. Their role is to merge best practices from each discipline to deploy, scale, and maintain ML models efficiently in real-world production settings.

Key Responsibilities:

• Leadership in MLOps Strategy: Provide guidance on MLOps design principles, recommend tools and workflows, and lead their implementation within a large-scale enterprise environment.
  
• Managing Technical Debt: Identify and resolve existing inefficiencies and legacy issues in ML systems, while embedding MLOps best practices moving forward.
  
• Model Operationalization: Oversee the deployment of ML models, enhancing deployment workflows through automation.
  
• Automation & Quality Assurance: Design and maintain automated pipelines; integrate unit tests, validation steps, and CI/CD practices to ensure smooth model release cycles.
  
• Monitoring and Lifecycle Management: Track model performance and data integrity in live systems; collaborate with Data Scientists to retrain models and maintain retraining processes.
  
• Security and Governance: Ensure compliance with security protocols and cloud best practices for data and model management.
  
• Cross-Functional Collaboration:
  
  
  • Partner with Data Engineers and modelers to align with data architecture.
    
  • Work alongside Data Scientists to transition experimental models into production-ready systems.
    
  • Coordinate with Software Engineers and IT teams to implement and support ML infrastructure.
    

Required Experience and Skills:

• Experience: 7-10 years in software engineering, data engineering, or MLOps, ideally in complex, enterprise environments.
  
• End-to-End MLOps Expertise: Hands-on experience designing and building MLOps frameworks from the ground up.
  
• Cloud Proficiency: Deep familiarity with AWS services (e.g., Athena, Glue, ECS, EKS, VPC) and deploying models using SageMaker.
  
• CI/CD Implementation: Experience automating deployments via tools like Azure Pipelines.
  
• Workflow Orchestration: Proficient with scheduling and monitoring tools such as Apache Airflow.
  
• Programming & Scripting: Strong coding abilities in Python and Bash; skilled in SQL and PySpark for data preparation.
  
• Infrastructure-as-Code: Working knowledge of Terraform or AWS CloudFormation for provisioning infrastructure.
  
• Security & Compliance: Understanding of cloud security standards and data protection measures.
  
• ML Framework Familiarity: Comfortable with tools like scikit-learn, PyTorch, and TensorFlow, and knowledgeable about the machine learning lifecycle.
  

Bonus Skills:

• Experience with Azure Synapse and Azure ML Studio.
  
• Hands-on familiarity with Databricks.
  
• Exposure to dbt (data build tool).
  

For a confidential discussion, please reach out to me at fiona.wong@sanderson-ikas.sg

Personal data collected will be used for recruitment purposes only.

Only shortlisted candidates will be notified / contacted.

EA Registration No: R21101138
"Sanderson-iKas" is the brand name for iKas International (Asia) Pte Ltd, a company incorporated in Singapore under Company UEN No.: 200914065E with EA license number 16S8086.
Website: www.sanderson-ikas.sg

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Sanderson iKas, because we’re better and stronger together.

In 2021, we saw the partnership of the Sanderson - iKas International Singapore and Hong Kong business' which welcomed a whole host of people and a whole lot of opportunity. This partnership was a testament of the hard work and dedication from all. The merging of both businesses will create a synergy between us, with one common goal, to create more opportunities for our clients and candidates. The history, legacy, and strong client relationships that iKas holds in the APAC region, paired with the growth and success of Sanderson, offers a solid and dynamic solution to current and future clients and candidates. Who are we? Sanderson are a UK based recruitment business with over 40-years’ experience, heritage, and success, with partnership playing a big role in everything they do. They also offer four specialist services under one name, Recruitment, Solutions, Executive Search, and Projects, all built with collaboration, understanding and flexibility.

iKas are an international recruitment solutions business, who’s consultants hold both local and regional knowledge to support you with your business’s technology, digital and financial services recruitment initiatives. iKas have earnt a reputation for providing innovative resourcing solutions to fill critical organisational skills-gaps. So, what’s changing? Well, at the back of the business not much but we are having a cool rebranding of our new joint offices in SG and HK. There will be no change in how both Sanderson and iKas work with you (same recruitment licenses, terms of business and consultant points of contact). But by coming together, we will be able to do more for you, without you having to do anything. Sanderson iKas Singapore and Hong Kong are not only a permanent and contract recruitment business but a powerful force of innovative and flexible solutions. With Sanderson also offering services that cover a wide range of total support with divisions in Recruitment, Solutions, Executive Search, and Projects, which they now offer to clients internationally. The integrity of the iKas brand perfectly compliments Sanderson’s offering, making for a strong future that maximises on the experience, abilities, and expertise of each business.

If you want to know more about this partnership then do not hesitate to get in touch. We will be happy to introduce you, our clients, to both our SG and HK businesses so giving you an insight on how Sanderson-iKas can help you and your company.

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