Job Specifications
We are seeking a highly experienced Senior Forward Deployment Engineer to lead the technical implementation, integration, and production rollout of advanced Agentic AI platforms in large-scale enterprise environments. This role combines deep engineering expertise, strong DevOps capabilities, and hands-on ML operationalization skills to ensure seamless deployment, scalability, and reliability of AI-driven systems.
This is a senior engineering position requiring ownership, architectural thinking, and the ability to collaborate directly with enterprise technical teams, product engineering, and leadership stakeholders.
Key Responsibilities
1. Deployment Engineering
Lead the end-to-end technical deployment of the Agentic AI platform across complex enterprise environments.
Architect, design, and build integration pipelines connecting customer systems, APIs, databases, and enterprise applications.
Deploy, operate, and scale machine learning models in production with a focus on performance, reliability, and monitoring.
Automate end-to-end deployments using CI/CD pipelines, infrastructure-as-code, and container orchestration tools (Docker, Kubernetes).
Ensure smooth rollout, versioning, and updates across staging, pre-prod, and production environments.
2. AI Platform Integration & Optimization
Implement and customize platform components, SDKs, APIs, extensions, and microservices to meet customer-specific use cases.
Build tools and automation scripts for data preprocessing, feature engineering, batch/real-time inference, and model lifecycle operations.
Optimize model serving layers for low latency, high throughput, and efficient resource utilization.
Improve caching, load balancing, and inference pipelines to support mission-critical AI workloads.
3. Reliability, Security & Compliance
Architect deployment solutions aligned with enterprise-grade reliability, resilience, and observability standards.
Implement best practices for security, including encryption, IAM, secret management, and network policies.
Ensure platform deployments comply with SOC2, HIPAA, GDPR, and industry-specific regulatory requirements.
Set up robust monitoring, logging, and alerting frameworks for proactive issue resolution.
4. Engineering Leadership & Technical Escalation
Act as the senior technical lead on customer deployments, owning resolution of complex engineering challenges.
Work directly with customer engineering, infrastructure, and architecture teams to embed the platform into core production workflows.
Provide critical field insights and feedback to the product engineering team for continuous platform improvement.
Lead deep-dive technical investigations, post-mortems, performance tuning, and scalability assessments.
About the Company
Avensys Consulting is a trailblazing IT consulting company, headquartered in Singapore, with offices around the world. It is dedicated to providing cutting-edge technology-enabled solutions and unparalleled Talent and Recruitment Services to clients across the world.
Since its inception in 2007, Avensys has solidified its position as a trusted partner, guiding numerous organizations on their transformative IT journey. With us, your vision becomes our mission and your success becomes our sole purpose.
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