14h ago
Software Development Engineer III - MLOps
Bangalore
โจ $150k-$200k / yearest.
full-timesenior Remotecybersecurity
๐ Tech Stack
๐ผ About This Role
You'll design and build highly scalable ML model serving infrastructure at a leader in identity verification. Your work will directly improve model deployment pipelines and inference optimization. You'll collaborate with cross-functional teams to implement cost-efficient, enterprise-scale solutions.
๐ฏ What You'll Do
- Upgrade ML asset management systems for developer experience and governance
- Build and optimize model serving infrastructure for inference latency and cost
- Architect efficient inference pipelines balancing latency, throughput, and cost
- Collaborate in cross-functional, distributed team for continuous improvement
๐ Requirements
- 5+ years experience in Python software engineering
- Experience with MLFlow, Weights & Biases, or equivalent
- Experience with PyTorch and ML frameworks
- Experience optimizing ML models with AWS Neuron, ONNX, TensorRT
โจ Nice to Have
- Experience with model compilation and quantization
- Performance profiling and benchmarking ML inference systems
- Experience in regulated industries with compliance requirements
๐ Benefits & Perks
- ๐ Remote work flexibility
- ๐ก Innovation-driven culture
๐จ Hiring Process
Estimated timeline: 2-4 weeks ยท AI estimate
- 1Recruiter Screenยท 30 min
- 2Technical Interviewยท 60 min
- 3System Design Interviewยท 60 min
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