AI Engineer — GenAI/LLM, AWS & MLOps

Symprio Inc.; Kuala Lumpur; On-site; MYR 120,000 - 210,000; Full time

Job summary

Symprio Inc. is seeking AI Engineers (mid to senior) to design, build, deploy and maintain production-grade AI/ML solutions for enterprise use cases in Kuala Lumpur. You will work across Generative AI, LLMs, document intelligence, OCR and automation with AWS cloud services and Terraform-based infrastructure.

You will contribute to the full AI lifecycle, mentor teammates and help define best practices, governance and production readiness in a fast-growing AI engineering team.

Qualifications

• Proficient in Python with hands-on ML experience.
• Experience with ML frameworks such as Scikit-learn, XGBoost, PyTorch or TensorFlow.
• Hands-on with Generative AI and LLM technologies.
• Understanding of prompt engineering, structured extraction, RAG and embeddings.
• Experience with model training, evaluation and deployment.

Responsibilities

• Design, develop, deploy and maintain AI/ML solutions for enterprise use cases.
• Build and integrate Generative AI and LLM-based applications—including: document processing, intelligent information extraction, classification, document and case analysis, RAG and embeddings, and AI-powered chatbots.
• Develop and operationalize machine learning models for classification, prediction, anomaly detection and other business use cases.
• Contribute to computer vision, OCR and document intelligence solutions.
• Build scalable, event-driven and serverless AI processing pipelines.
• Work with AWS AI/ML and cloud services including: Lambda, API Gateway, Step Functions, SageMaker, Bedrock, Textract, S3, DynamoDB, ECR, CloudWatch, VPC/IAM.
• Contribute to the complete AI/ML lifecycle including data preparation, training, evaluation, deployment, inference and monitoring.
• Implement Infrastructure as Code using Terraform.
• Develop and maintain CI/CD pipelines and MLOps workflows.
• Build containerized AI services using Docker.
• Implement testing, logging, monitoring and observability for AI services.
• Work with data engineers, business analysts and business stakeholders to understand requirements and deliver AI solutions.
• Follow AI governance, Responsible AI, data privacy and human-in-the-loop practices.
• Contribute to enterprise AI initiatives across areas such as document processing, fraud detection, claims, underwriting and operational automation.
• Own solution architecture and technical design for AI services.
• Lead AI initiatives from requirements and architecture through production deployment.
• Define technical and integration patterns across AI services.
• Conduct architecture and code reviews.
• Mentor junior and mid-level engineers.
• Establish engineering best practices and quality standards.
• Lead technical discussions with business and technology stakeholders.
• Drive production readiness, monitoring and continuous improvement of AI solutions.

Skills

Python

Scikit-learn

XGBoost

PyTorch

TensorFlow

Generative AI

LLMs

Prompt engineering

RAG & embeddings

Model training

Model evaluation

Model deployment

Terraform

Docker

Git

CI/CD

MLOps

SageMaker

Bedrock

Tools

Terraform

Docker

Git

CI/CD

MLOps

SageMaker

Bedrock

Job description

Symprio Inc. is seeking AI Engineers (mid to senior) to design, build, deploy and maintain production-grade AI/ML solutions for enterprise use cases in Kuala Lumpur. You will work across Generative AI, LLMs, document intelligence, OCR and automation with AWS cloud services and Terraform-based infrastructure.

You will contribute to the full AI lifecycle, mentor teammates and help define best practices, governance and production readiness in a fast-growing AI engineering team.