Pre-Sales AI Solutions Engineer (Regional)

Rebellions; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Rebellions in Singapore is seeking a Forward Deployed Engineer to be the primary on-the-ground technical resource for customers and partners in the region. You will lead pre-sales demonstrations, scope PoVs, and translate customer requirements into deployable Rebellions solutions, engaging with customer infrastructure and platform teams.

You will collaborate with regional sales to design deployments, evaluate AI inference performance, and produce clear technical documentation for successful

Qualifications

• Bachelor’s degree in Computer Science, Electrical Engineering, or a related technical field.
• Minimum 3 years in technical roles involving AI/ML systems deployment, customer engagement, or solutions engineering.
• Solid hands-on experience standing up Kubernetes-based AI inference stacks — orchestration, serving, and inference runtimes — for customer projects.
• Familiarity with modern distributed LLM inference orchestration (NVIDIA Dynamo, llm-d, vLLM disaggregated serving, or equivalent KV-cache-aware systems).
• Working knowledge of Python and PyTorch.
• Strong presentation and storytelling skills — comfortable running demos, leading technical discussions, and walking customers through architecture and deployment plans.
• Strong communication and collaboration skills, with experience working across engineering, business, and strategy teams and engaging directly with customers.

Responsibilities

• Partner with the regional sales team as the lead technical resource for customer engagements, from initial technical conversations through PoV design and execution
• Build and deliver product demos, technical presentations, and benchmarking content tailored to real-world AI services such as LLM inference and vision pipelines
• Design and prototype reference architectures for customer deployments on Rebellions' AI platform, including serving stack configuration, Kubernetes integration, and performance characterization
• Evaluate end-to-end inference performance (throughput, latency, energy efficiency), identify system-level bottlenecks, and optimize serving and routing strategies for customer workloads
• Engage customer technical teams — infrastructure leads, platform engineers, and ML practitioners — to walk through architecture decisions, deployment plans, and live troubleshooting
• Create clear and concise technical documentation, integration guides, and best practices for customers and partners
• Relay customer feedback to internal software and hardware engineering teams to help shape product direction and regional go-to-market strategy

Skills

Kubernetes

Python

PyTorch

Customer engagement

Pre-sales

Presentation skills

Distributed systems

Education

Bachelor’s degree in Computer Science, Electrical Engineering, or related field

Tools

Kubernetes-based AI inference stacks

NVIDIA Dynamo

llm-d

vLLM

Job description

Rebellions in Singapore is seeking a Forward Deployed Engineer to be the primary on-the-ground technical resource for customers and partners in the region. You will lead pre-sales demonstrations, scope PoVs, and translate customer requirements into deployable Rebellions solutions, engaging with customer infrastructure and platform teams.

You will collaborate with regional sales to design deployments, evaluate AI inference performance, and produce clear technical documentation for successful