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ML integration Engineer Job Opening In Singapore, Singapore – Now Hiring UNISON Group


Job description

  • Design and implement scalable ML pipelines for Generative and Agentic AI applications.

  • Integrate AI models into production environments using containerized platforms such as OpenShift and Kubernetes.

  • Collaborate with cross-functional teams to understand AI workflows and translate them into robust engineering solutions.

  • Develop and maintain automation scripts using Linux shell scripting, Python, or other relevant tools.

  • Ensure seamless deployment and integration of AI services in cloud environments (e.g., AWS, Azure, GCP).

  • Implement and maintain network security protocols to safeguard AI systems and data pipelines.

  • Monitor and optimize system performance, reliability, and scalability.

  • Support CI/CD processes and infrastructure for AI model deployment and updates.

Requirements

  • 5+ years of experience in Machine Learning engineering or AI system integration.

  • Hands-on experience with OpenShift, Docker, Kubernetes.

  • Knowledge of cloud platforms (e.g. AWS, GCP) is a must-have.

  • Exposure to data and network security and compliance in AI systems.

  • Understanding of Generative AI and Agentic AI concepts.

  • Experience with LLM prompt engineering, or RAG pipelines.

  • Knowledge of API integration and microservices architecture.

  • Proficiency in Python used both for ML and automation tasks
  • Good knowledge of Bash and Unix/Linux command-line toolkit is a must-have.

  • Knowledge of Workflow Orchestrator, such as Ctrl-M
  • Knowledge of Logging and Monitoring tools, such as Splunk and Geneos.

  • Experience with Observability framework, such as Langfuse, Elastic Stack, Grafana, OpenTelemetry.

Required Skill Profession

Other General


  • Job Details

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Unlock Your ML integration Potential: Insight & Career Growth Guide


Real-time ML integration Jobs Trends (Graphical Representation)

Explore profound insights with Expertini's real-time, in-depth analysis, showcased through the graph here. Uncover the dynamic job market trends for ML integration in Singapore, Singapore, highlighting market share and opportunities for professionals in ML integration roles.

650 Jobs in Singapore
650
574 Jobs in Singapore
574
Download Ml Integration Jobs Trends in Singapore and Singapore

Are You Looking for ML integration Engineer Job?

Great news! is currently hiring and seeking a ML integration Engineer to join their team. Feel free to download the job details.

Wait no longer! Are you also interested in exploring similar jobs? Search now: .

The Work Culture

An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at UNISON Group adheres to the cultural norms as outlined by Expertini.

The fundamental ethical values are:

1. Independence

2. Loyalty

3. Impartiapty

4. Integrity

5. Accountabipty

6. Respect for human rights

7. Obeying Singapore laws and regulations

What Is the Average Salary Range for ML integration Engineer Positions?

The average salary range for a varies, but the pay scale is rated "Standard" in Singapore. Salary levels may vary depending on your industry, experience, and skills. It's essential to research and negotiate effectively. We advise reading the full job specification before proceeding with the application to understand the salary package.

What Are the Key Qualifications for ML integration Engineer?

Key qualifications for ML integration Engineer typically include Other General and a list of qualifications and expertise as mentioned in the job specification. The generic skills are mostly outlined by the . Be sure to check the specific job listing for detailed requirements and qualifications.

How Can I Improve My Chances of Getting Hired for ML integration Engineer?

To improve your chances of getting hired for ML integration Engineer, consider enhancing your skills. Check your CV/Résumé Score with our free Tool. We have an in-built Resume Scoring tool that gives you the matching score for each job based on your CV/Résumé once it is uploaded. This can help you align your CV/Résumé according to the job requirements and enhance your skills if needed.

Interview Tips for ML integration Engineer Job Success

UNISON Group interview tips for ML integration Engineer

Here are some tips to help you prepare for and ace your ML integration Engineer job interview:

Before the Interview:

Research: Learn about the UNISON Group's mission, values, products, and the specific job requirements and get further information about

Other Openings

Practice: Prepare answers to common interview questions and rehearse using the STAR method (Situation, Task, Action, Result) to showcase your skills and experiences.

Dress Professionally: Choose attire appropriate for the company culture.

Prepare Questions: Show your interest by having thoughtful questions for the interviewer.

Plan Your Commute: Allow ample time to arrive on time and avoid feeling rushed.

During the Interview:

Be Punctual: Arrive on time to demonstrate professionalism and respect.

Make a Great First Impression: Greet the interviewer with a handshake, smile, and eye contact.

Confidence and Enthusiasm: Project a positive attitude and show your genuine interest in the opportunity.

Answer Thoughtfully: Listen carefully, take a moment to formulate clear and concise responses. Highlight relevant skills and experiences using the STAR method.

Ask Prepared Questions: Demonstrate curiosity and engagement with the role and company.

Follow Up: Send a thank-you email to the interviewer within 24 hours.

Additional Tips:

Be Yourself: Let your personality shine through while maintaining professionalism.

Be Honest: Don't exaggerate your skills or experience.

Be Positive: Focus on your strengths and accomplishments.

Body Language: Maintain good posture, avoid fidgeting, and make eye contact.

Turn Off Phone: Avoid distractions during the interview.

Final Thought:

To prepare for your ML integration Engineer interview at UNISON Group, research the company, understand the job requirements, and practice common interview questions.

Highlight your leadership skills, achievements, and strategic thinking abilities. Be prepared to discuss your experience with HR, including your approach to meeting targets as a team player. Additionally, review the UNISON Group's products or services and be prepared to discuss how you can contribute to their success.

By following these tips, you can increase your chances of making a positive impression and landing the job!

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