Lookout, Inc. is a globally recognized cybersecurity leader delivering advanced protection for the most vulnerable element of any enterprise security strategy — human error and manipulation.

Company: Lookout, Inc.

Role: Staff Software Engineer -ML/AI

Location: Bengaluru, India

Experience:

5-8 years of work experience
A proven track record of architecting and deploying practical, high-impact ML/AI systems over multiple years
Experience working cross-functionally with data engineers, platform engineers, and product stakeholders

Key Skills:

Python
PyTorch
TensorFlow
scikit-learn
Hugging Face
LangChain
LLM/RAG stack components
embeddings
knowledge graphs
vector databases
retrieval strategies
prompt engineering

Qualification:

BS/MS in Computer Science or related field/degree

Role Focus:

Own the full machine learning lifecycle, from initial research and design to production deployment, monitoring, and continuous retraining
Establish and implement robust frameworks to train, evaluate, stress-test, and monitor ML/AI systems
Address and navigate real-world scale and performance challenges
Set technical direction as a senior Individual Contributor (IC) and mentor junior engineers
Assist with improving all forms of automated testing
Fully participate in the ownership of services and components, including on-call duties

Nice to have:

Practical experience applying advanced techniques to enhance model efficiency
Experience with efficient Large Language Model (LLM) fine-tuning methods
Experience working with coding agents
Experience with event streaming frameworks
Professional programming experience with Scala and Golang
Experience with serverless architectures on AWS, GCP
Experience with Kubernetes, container technology

Staff Software Engineer -ML/AI

Skills Required

Description

Experience:

Key Skills:

Qualification:

Role Focus:

Nice to have:

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