Staff Software Engineer -ml/ai

Lookoutinc

Bengaluru, India
On-site
Full ml lifecycle ownership
Ml/ai system frameworks
Python and ml frameworks (pytorch, tensorflow)
Own the full machine learning lifecycle, from initial research and design to production deployment, monitoring, and continuous retraining

Job Summary

  • Own the full machine learning lifecycle, from initial research and design to production deployment, monitoring, and continuous retraining.
  • Address and navigate real-world scale and performance challenges, ensuring all ML/AI models and systems are efficient, robust, and maintain target quality/latency under production constraints.
  • You will be part of a dynamic and technically diverse group of engineers, where you will get to contribute, influence, learn and grow top notch technical skill sets, while building key features for our customers.

Matching Summary

Own the full machine learning lifecycle, from initial research and design to production deployment, monitoring, and continuous retraining.

Skills & Requirements

Must-have

  • Full ML lifecycle ownership
  • ML/AI system frameworks
  • Python and ML frameworks (PyTorch, TensorFlow)
  • LLM/RAG stack components
  • Production ML infrastructure (MLOps)
  • Secure, scalable API services

Nice-to-have

  • Model distillation and quantization
  • Efficient LLM fine-tuning (LoRA)
  • Event streaming frameworks (Kafka)
  • Serverless architectures (AWS, GCP)
  • Containerization (Docker, Kubernetes)

Key Requirements

  • BS/MS in Computer Science or related field
  • 5-8 years of work experience
  • Architecting and deploying ML/AI systems
  • Cross-functional collaboration experience
  • Strong software engineering skills

Work Rights

Not specified

Tailored Resume

Cover Letter