Senior Associate/Manager - Applied AI Engineer, Technology Consulting

SG, 048583

SGD 162K-220K (estimate) Senior-level Full Time

@ E...

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Found 1mo ago

Tasks

Build inference stacks
Build model guardrails and evals
Conduct transformer internals analysis
Configure multi GPU inference
Contribute to distributed training
Create monitoring and observability for AI systems
Deploy and operate open source models
Design model evaluation infrastructure
Develop fine-tuning pipelines
Establish CI/CD pipelines
Fine-tune and distill models
Implement infrastructure-as-code
Implement quantization for inference
Implement retrieval infrastructure
Manage IAM and VPC networking
Manage context and cost for model usage
Mentor and lead a small team
Own production AI system architecture
Provision cloud GPU orchestration
Run model serving with vLLM or TGI
Select frontier vs open source models
Set up autoscaling for inference workloads
Track research and assess production readiness

Perks/Benefits

Skills/Tech-stack

Education

N/A

Roles

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Senior Associate/Manager - Applied AI Engineer, Technology Consulting

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