Applied AI Engineer (Agentic AI & ML)
6000 - 8500 SGDFlintex Consulting Pte Ltd
Role Overview
We are seeking a Applied AI Engineer to embed directly with our business units and thermal-asset operations teams and own AI solutions end-to-end — from problem discovery through production. This is a builder's role, not an advisory one: you will sit with operators and domain experts, scope where AI can remove real cost or risk, write the production code, deploy it, and stay accountable for it running reliably.
The role combines two demands that rarely sit together: a strong machine-learning foundation (you will maintain and improve models that run our assets) and hands-on agentic AI engineering. The ideal candidate is delivery-oriented, comfortable with ambiguity, and motivated by business impact over benchmarks.
Key Responsibilities
Discover & scope
• Embed with business and operations stakeholders to identify high-value AI use cases and decompose ambiguous problems into deliverable solutions
Build agentic AI systems
• Design and build production-grade agentic AI solutions using LLMs, prompt engineering, RAG, and tool/function calling
• Architect multi-agent workflows and agent orchestration, including MCP (Model Context Protocol) servers, sub-agents, and custom integrations into enterprise systems
• Build secure, scalable backend APIs and services (C# / .NET) to support AI workloads
Maintain & enhance ML/DL models
• Own, maintain, and improve production ML/DL models
• Retrain, evaluate, and tune models as data and operating conditions evolve
Deploy & operate in production
• Deploy and operate applications and models on Microsoft Azure/GCP behind production auth, logging, and monitoring
• Build evaluation frameworks, guardrails, and observability for non-deterministic AI systems; own reliability, performance, cost, and security
• Implement CI/CD pipelines and follow DevOps best practices
• Codify & feed back
• Turn bespoke builds into reusable, repeatable internal patterns and components
• Route field learnings back into platform, tooling, and roadmap decisions
Required Skills
Machine Learning / Deep Learning (mandatory)
• Demonstrated hands-on experience building, training, evaluating, and deploying ML/DL models in production
• Solid ML fundamentals: evaluation, training, problem decomposition
• Experience with forecasting, predictive maintenance, or time-series modelling is strongly preferred
Applied & Agentic AI (mandatory)
• Hands-on experience with LLMs and prompt engineering
• Experience building agentic AI workflows and agent orchestration
• Working knowledge of MCP, RAG, vector databases, and LLM orchestration frameworks
• Understanding of production AI challenges: evals, guardrails, hallucination/quality control, model drift, observability
Backend
• NodeJS
• Python
• MCP
• REST API design and integration
Cloud & DevOps
• Microsoft Azure proficiency (mandatory) — App Services, Azure OpenAI, Functions, Storage, etc.
• Azure DevOps CI/C
• Docker (AKS is a plus)
Good to Have
• Google Cloud Platform (GCP)
• Full-stack development experience (frontend + backend)
• Frontend skills (React, Flutter)
• Python or Node.js for AI/ML orchestration
• Experience integrating AI into enterprise/industrial or operational technology systems
• Exposure to AI-assisted development tools and workflows
• Background in energy, utilities, or asset-heavy industries
Mindset & Soft Skills
• Strong ownership: takes a problem from ambiguity to production and stays accountable for the outcome
• Translates business and operational problems into practical AI/ML solutions
• Comfortable working embedded with technical and non-technical stakeholders
• Clear communicator across engineering, operations, and business audiences
• Thrives in a dynamic environment with evolving objectives and direct user iteration
6000 - 8500 SGD
...Role Overview We are seeking a Full Stack Applied AI Engineer to build and deliver production grade, AI powered applications. This role focuses on applied and agentic AI, integrating LLMs into real-world full stack systems using modern frontend, backend, and Azure cloud...7500 - 8500 SGD
...Job Description: We are seeking a Full-Stack Applied AI Engineer to build and deliver production-grade, AI-powered applications. This role focuses on applied AI, including agentic systems, and involves integrating Large Language Models (LLMs) into real-world applications...12000 - 18000 SGD
...failure handling. Collaborate with cross-functional stakeholders (engineering, data, product, client teams) to deliver high-impact solutions on... ...fundamentals. Qualifications ~3–6 years of experience in ML engineering, LLMs, or model development roles. ~ Hands-on...13000 - 14500 SGD
...are looking for a Gemini Enterprise Agent Engineer** to lead the design, development, and governance of enterprise AI agents built on Gemini Enterprise and Gemini... ...Experience · 7+ years of experience in AI/ML engineering, applied AI, or GenAI platform roles, with hands-on...7000 - 10000 SGD
...Responsibilities Develop, test and deploy ML, NLP, Generative BI, GenAI and AI-assisted automation solutions for... ...environments. Prepare data, perform feature engineering, train models and develop prompts, RAG pipelines and Agentic AI workflows. Implement evaluation...4500 - 6500 SGD
...About ST Engineering ST Engineering is a global technology, defence,... ...sensors, and the deployment of AI-enabled Edge applications for mission... ...We are seeking a Senior AI/ML Engineer to design, build, evaluate... ..., structured outputs, and agentic workflows. Develop reusable...9000 - 11000 SGD
...OUR COMPANY RegASK is the Agentic AI Regulatory Operating System for life sciences and consumer products companies. We believe the... ...meet you. POSITION OVERVIEW We are looking for a Senior Applied AI Engineer to join our AI team, owning the design, evaluation and...7500 - 9000 SGD
~3 years of experience in AI/ML engineering, software development, and building and deploying production AI systems. ~ Hands-on experience designing agentic AI systems and multi-agent workflows using frameworks such as Lang Graph, LangChain, or Azure AI Agent Service. ~...8000 - 12000 SGD
...Responsibilities Lead the design and engineering of enterprise AI/ML, NLP, Generative BI, GenAI and Agentic AI solutions for regulated banking environments. Build reusable frameworks for RAG, LLM applications, agent workflows, requirements discovery, code/test generation...10000 - 12000 SGD
...About the Role We are looking for an experienced AI/ML Engineer witha strong background in machine learning and recent hands-on experience in ArtificialIntelligence and Generative AI . The successful candidate will work onbuilding, deploying and supporting AI/ML solutions...5500 - 7000 SGD
...architecture, development, and deployment of production-grade ML solutions for geospatial applications. Design scalable ML systems and integrate AI components into end-to-end platforms with software engineering teams. Drive MLOps best practices, including deployment,...4500 - 9000 SGD
...Responsibilities: Design, develop and deploy AI-powered features from concept to production. Build and optimise prompt engineering, AI agent workflows, memory systems and... ...cloud-native application development To apply, please visit and search for Job Reference:...5700 - 6700 SGD
...environments and integrate them with existing applications through APIs. Collaborate with software engineering and DevOps teams to build scalable, production-ready AI solutions. Monitor deployed models, troubleshoot issues, and continuously improve model accuracy and...10000 - 20000 SGD
...client is an early-stage, venture-backed AI startup building a personal shopping agent... ...be to buy nothing. Working closely with engineers, you will help define learning objectives,... ...learning from logged interactions. To apply Share your profile and an RL paper, experiment...- ...Job Summary The Applied AI Engineer supports POSH's AI programme by contributing to the delivery of prioritised use cases — assisting in the... ...Configure and deploy AI agents on the enterprise platform — applying agentic design patterns including multi-agent architectures, tool-use...
- ...We are an applied AI lab building end-to-end software agents. We're the makers of Devin, the first AI software engineer. Our team is extremely talent-dense. Among our founding team,... ...embed with engineering teams, integrate agentic workflows into how they actually build...
6000 - 7000 SGD
...development, and deployment of production-grade AI and machine learning solutions, with a... ...learning systems, working closely with software engineers to integrate AI capabilities into end-to-... ...Experience in deploying and maintaining ML services, including API development using Flask...8000 - 12000 SGD
...Role Overview The AI/ML Specialist will play a pivotal role in designing and implementing... ...experiences. Key Responsibilities Apply AI/ML expertise to build scalable... ...Advanced degree in Computer Science, Engineering, Statistics, Mathematics, or related quantitative...7000 - 10000 SGD
...The team is hiring a hands-on security engineer to build and security-test a realistic clinical agentic AI system. The target system is a clinical assistant that retrieves and reasons over synthetic patient records and clinical guidelines, drafts clinical documentation...7965 - 10700 SGD
...machine learning, and advanced software engineering. Our industry-leading products, including... ...process technologies. As a Device Modeling AI/ML Software Engineer , you will be... ...and related device modeling products Apply machine learning, optimization, and statistical...8000 - 14000 SGD
...Can you turn complex business problems into AI solutions that actually work? We are looking for a hands-on AI Solutions Engineer who can go beyond building prototypes to design... ...error handling, and recovery mechanisms. Apply DevSecOps practices including Git, CI/CD...10000 - 16000 SGD
...Natural Language Processing, Artificial Intelligence, Electrical and Electronics Engineering, Signal Processing or a related field. Minimum 5 years of full-time industry experience in LLM/ML algorithm engineering, including hands-on experience with large-scale model continuous...9000 - 14000 SGD
...looking for a Staff R&D Scientist/Engineer to join our Corporate R&D... ...team and will help advance the AI Hub for TE in Singapore. The role... ...machine learning, generative and agentic AI, simulation, CAD,... ...cross-functional projects that apply data science and AI to new product...7500 - 14000 SGD
...delivery. - Thought leadership: Stay up-to-date with the latest AI/ML technologies and industry trends. Contribute to the development... ...product/lifestyle videos, branded content). - Working command of applied generative-AI production tooling across the content pipeline -...10000 - 12000 SGD
...Role Overview The AI/ML Specialist will play a pivotal role in designing and implementing... ...experiences. Key Responsibilities Apply AI/ML expertise to build scalable... ...Advanced degree in Computer Science, Engineering, Statistics, Mathematics, or related quantitative...- # AI/ML Engineer **Experience:** 5+ years **Availability:** Full-time, 40 hrs/week **Compensation:** $2,500–$5,000 USD/month **Location... ...* Opportunity to work on production AI/ML systems Please apply with your resume/profile and a brief description of your most relevant...
6500 - 11000 SGD
...As an Applied AI Engineer, you will turn model capabilities into real product behavior. You will own problems end-to-end, from shaping model behavior... ...to translate ambiguous problems into working systems ML models in production meet expected accuracy, latency, and reliability...- ...— and critically supervise — AI coding and brainstorming tools... ...end-to-end experience building agentic systems, production-grade RAG,... ...Where you belong You’ll join Applied AI Builders, a small, hands-on... ...at the frontier of AI-native engineering. One current mission:...
- ...We are seeking a Senior Software Engineer (AI/ML) to build and ship Generative AI solutions for enterprise platforms in banking. You will design RAG pipelines, develop agentic systems and take models from prototype to production with strong engineering standards. You will...
- ...We are looking for AI/ML Architect with 10+ years in data and analytics, including 6+ in... ...RAG, text-to-SQL over semantic layers, and agentic analytics for insight generation,... ...from metadata, with traceability. ML Engineering • Python, Spark, Scala or Java; TensorFlow...
Do you want to receive more vacancies?
Subscribe and receive similar vacancies to Applied AI Engineer (Agentic AI & ML). Be the first to apply!
