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ITCAN Pte Limited

Senior Machine Learning Engineer

ITCAN Pte Limited
Singapore
2-8 Years
SGD 0.84 - 1.44 LPA
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Job Description

Position Summary

  • Responsible for managing MLOps workflows, tools, and production support processes for ML solutions.
  • Ensure day-to-day stability, reliability, and performance of ML models and pipelines.
  • Manage model lifecycle controls, including versioning, lineage, reproducibility, monitoring, and governance.
  • Develop incident handling, recovery, and escalation procedures for ML-related issues.
  • Support data quality, lineage tracking, and governance practices across the ML lifecycle.
  • Strong MLOps and production operations focus

Make an Impact by:

  • Responsible for designing, implementing, and managing MLOps workflows, tools, and operational processes for ML and GenAI solutions.
  • Oversee the day-to-day stability, reliability, and operational health of ML models and ML pipelines.
  • Manage model lifecycle operations, including model registration, versioning, deployment tracking, lineage, reproducibility, and governance.
  • Implement monitoring for data drift, concept drift, model performance degradation, inference quality, and service-level issues.
  • Set up dashboards and alerts to track model health, data quality, inference behaviour, and operational metrics.
  • Develop and execute incident handling, recovery, rollback, and escalation plans for ML-related issues.
  • Plan and implement data quality, dataset versioning, and lineage tracking solutions across the ML lifecycle.
  • Support data governance discussions, documentation, controls, and policies relating to ML models, datasets, and production usage.

Skills for Success:

  • Bachelor's or Master's degree in Computer Science or a related field
  • Experience with MLOps processes and tools
  • Experience with SQL, Databricks, MLFlow and PowerBI/Tableau.
  • Hands-on experience with MLOps tools and cloud ML platforms such as MLflow, Databricks, Azure ML, or equivalent.
  • Strong SQL and data analysis skills for validation, troubleshooting, monitoring, and reporting.
  • Experience with model lifecycle management, including model registry, versioning, lineage, reproducibility, deployment tracking, and monitoring.
  • Familiarity with dashboards and alerting tools such as Power BI, Tableau, Databricks SQL dashboards, or equivalent.
  • Working knowledge of Git, CI/CD, scripting, and production support practices would be advantageous.
  • Analytical and pragmatic, with the ability to interpret governance principles into implementation plans
  • Clear communicator who can explain complex technical risks and solutions to non-technical stakeholders
  • Self-driven and proactive, comfortable working in a fast-paced environment
  • Familiarity with ML and data development process in telco environment 

More Info

Job Type:
Permanent Job
Role:
Other Roles
Function:
Others
Employment Type:
Full time

About Company

ITCAN Pte Limited

ITCAN PTE LTD, headquartered in Singapore, offers a full spectrum of integrated information technology (IT) software solutions and services. Empowered to deliver Enterprise Client-Server or Multi-tier and Web-based solutions across the entire value chain, spanning on-site consulting services to turnkey software projects. Renowned in Asia-Pacific, ITCAN is fully committed to quality, customer-oriented and multi-technology expertise. Today, ITCAN operates in Singapore, Hong Kong, Australia ,India and Malaysia with over 1400 employees and clients spread across South East Asia, Europe, United Kingdom, United States, Canada, Philippines, China, Japan, and Middle East. ITCAN is committed to excellence in service for all their clients / employees.

Rapidly growing, highly competitive and fully responsive with professional management, technical and financial IT resources teams committed to excellence in service for all our clients in the ASEAN network of countries. After 10 challenging years, ITCAN has successfully position itself as a highly effective and sought after service provider in the corporate area in IT software solutions and services.
Business model and approach is based on simplistic values of Integrity, Client Orientated focus and most importantly the Human Capital at our clients. It is the excellent talent and diversity of the people we hire, that has brought upon our successes and awards. Corporate mission statement is to retain our prized asset- the employees, adapt to new age economies and continue to hire the best minds and talents available for the type of service we are able to provide. Companies that benefits from ITCAN’s experience spans across a wide variety of industries such as financial institutions, investment banking, private banking, asset management, insurance, telecoms, consulting, MNCs, Fortune 500 ,SMEs, healthcare, hi-tech, manufacturing and pharmaceutical giants in the Asia-Pacific region.

We are member of Singapore Chinese Chamber of Commerce & Industry (SCCCI), Singapore Indian Chamber Of Commerce & Industry (SICCI) and Singapore Infocomm Technology Federation (SITF).A multi-award winning IT Solutions and Services Company since its inception, the company has been listed in the Shell Livewire award 2007, Spirit of Enterprise award 2008, SICCI DBS Singapore Indian Entrepreneur award (SIEA) 2008 & 2009, Asia’s Responsible Entrepreneur Award 2010,Entrepreneur of the Year Award 2010-Investment in People Award, ASME-Rotary-Entrepreneur of the year AWARD 2010 , Asia Pacific Entrepreneurship Awards-Investment in people and Outstanding category- 2011 & 2012 , Singapore Enterprise 50 award for the year 2007, 2009 and 2011 and 2013. The Enterprise 50 award recognized ITCAN among the top 50 most enterprising, privately-held organizations in Singapore. Singapore top 100 Excellence Award 2012/2013, Midas Touch Asia Enterprise Award 2013-Platinum Award. Achieved Top award of Singapore Turnover growth Excellence –in Infocomm and Communication 2014 and 2014-Asia Excellence Award.

Website-http://itcan.biz/careers-jobopportunities.asp

ALL THE APPLICATIONS WILL BE TREATED CONFIDENTIALLY
If you have any friends or colleagues who might be suitable and interested, please feel free to ask them to send in their updated CV at the earliest.

Job ID: 150983675

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Last Updated: 09-07-2026 09:30:47 AM
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