
Machine Learning Integration Engineer
4 weeks ago
Get AI-powered advice on this job and more exclusive features.
This ML / Integration Engineer role focuses on building and integrating Generative AI and Agentic AI solutions into enterprise environments. You will work closely with data scientists, architects, and DevOps teams to design, implement, and optimize AI pipelines and infrastructure.
Key Responsibilities:- 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
- Bachelor's degree in Computer Science, Engineering, or a related field
- 4+ 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 essential
- 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 for ML and automation tasks
- Strong knowledge of Bash and Unix/Linux command-line tools
- Experience with Workflow Orchestrators, such as Ctrl-M
- Knowledge of Logging and Monitoring tools like Splunk and Geneos
- Experience with Observability frameworks such as Langfuse, Elastic Stack, Grafana, OpenTelemetry
- Mid-Senior level
- Full-time
- Information Technology
- IT Services and IT Consulting
-
Machine Learning Integration Engineer
2 weeks ago
Singapore ASTEK SINGAPORE INNOVATION TECHNOLOGY PTE. LTD. Full time**Key Responsibilities**: - Design and build scalable machine learning pipelines tailored for **Generative AI**and **Agentic AI**use cases. - Integrate AI models into production environments using **containerization platforms**such as **OpenShift**, **Docker**, and **Kubernetes**. - Collaborate with cross-functional teams to understand AI workflows and...
-
Machine Learning Engineer, Integrations
5 days ago
Singapore DATATURE PTE. LTD. Full time**About the job**: At Datature, we are building a platform for training and deploying machine learning models swiftly without a single line of code. Datature Nexus is an MLOps platform that allows users to label unstructured data and construct complex machine learning pipelines all in their browsers using highly visual editors. Our users have leveraged our...
-
Machine Learning Integration Engineer
2 weeks ago
Singapore BOUNTEOUSXACCOLITE SINGAPORE PTE. LTD. Full time**About The Role** Bounteous is a premier end-to-end digital transformation consultancy dedicated to partnering with ambitious brands to create digital solutions for today’s complex challenges and tomorrow’s opportunities. With uncompromising standards for technical and domain expertise, we deliver innovative and strategic solutions in Strategy,...
-
Machine Learning Integration Engineer
2 weeks ago
Singapore Unison Consulting Pte Ltd Full timeThis **ML / Integration Engineer** role focuses on building and integrating **Generative AI** and **Agentic AI** solutions into enterprise environments. You will work closely with data scientists, architects, and DevOps teams to design, implement, and optimize AI pipelines and infrastructure. **Key Responsibilities**: - Integrate AI models into production...
-
Machine Learning Integration Engineer
2 weeks ago
Singapore SYNECHRON TECHNOLOGIES SINGAPORE PTE. LTD. Full timeThis **ML / Integration Engineer**role focuses on building and integrating **Generative AI**and **Agentic AI**solutions into enterprise environments. You will work closely with data scientists, architects, and DevOps teams to design, implement, and optimize AI pipelines and infrastructure. **Responsibilities**: - Integrate AI models into production...
-
Singapore TikTok Full timeResponsibilities TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo. Why Join Us Creation is the core of TikTok's purpose....
-
Machine Learning Integration Engineer
4 weeks ago
Singapore BOUNTEOUSXACCOLITE SINGAPORE PTE. LTD. Full timeAbout The RoleBounteous is a premier end-to-end digital transformation consultancy dedicated to partnering with ambitious brands to create digital solutions for today's complex challenges and tomorrow's opportunities. With uncompromising standards for technical and domain expertise, we deliver innovative and strategic solutions in Strategy, Analytics,...
-
Machine Learning Engineer
6 days ago
Singapore Johnson & Johnson Full timeAn opportunity has arisen for an extraordinary and enthusiastic Machine Learning Engineer. This role requires a deep understanding of machine learning algorithms, strong software engineering skills, and the ability to translate business requirements into scalable machine learning solutions. As a member of the Global Finance Data Science team, you will...
-
Machine Learning Engineer
1 week ago
Singapore DATATURE PTE. LTD. Full time**Title - Machine Learning Engineer, Integrations and Deployment Team At Datature, we are building a platform for training and deploying machine learning models swiftly without a single line of code. Datature Nexus is an MLOps platform that allows users to label unstructured data and construct complex machine learning pipelines all in their browser using...
-
Machine Learning Engineer
2 weeks ago
Singapore beBeeData Full timeMachine Learning Engineer Job Summary: We are seeking a skilled Machine Learning Engineer to join our team. As a key member of the data science group, you will be responsible for designing and implementing machine learning models to solve complex problems. Key Responsibilities: Design and develop machine learning models using deep learning and other...