Senior Machine Learning Engineer
GreyOrange
Skills Required
Description
GreyOrange is a global leader in AI-driven robotic automation software and hardware, transforming distribution and fulfillment centers worldwide. They are seeking a Senior Machine Learning Engineer to own end-to-end ML system development including model building, production deployment, and MLOps pipeline management.
Company: GreyOrange
Role: Senior Machine Learning Engineer
Location: Gurgaon
Experience:
- 6-9 Years
Key Skills:
- Machine Learning
- Deep Learning
- Large Language Models
- Python
- Java
- TensorFlow
- PyTorch
- MLOps
- CI/CD pipelines
- Data ingestion
- Data preprocessing
- Model training
- Model retraining
- Model deployment
- Monitoring model performance
- Model versioning
- Fault tolerance
- Observability
- Regression models
- Classification algorithms
- Analytical thinking
- Data pipeline integration
Role Focus:
- Own the complete ML lifecycle: problem formulation, model development, evaluation and optimisation, production deployment and monitoring
- Design and build scalable ML systems for real-world applications
- Develop and maintain MLOps pipelines including data ingestion, preprocessing, model training and retraining workflows, CI/CD pipelines for ML models, and monitoring model performance and drift
- Ensure production-grade reliability through model versioning, performance optimisation, fault tolerance and observability
- Work on a variety of ML problems including regression, classification, deep learning models, LLM-based applications and integrations
- Build scalable inference and deployment systems for AI-driven applications
- Collaborate with Product, Data Engineering, and Platform teams to deliver impactful ML solutions
- Translate business problems into scalable machine learning solutions
Additional responsibilities:
- Write clean, maintainable, and production-quality code
- Reason about trade-offs, scalability, and model performance
Nice to have:
- Strong ownership mindset, taking solutions from idea to production
- Ability to work independently and drive technical decisions
- Curious to stay updated with the latest trends in ML and AI
- Ability to balance theoretical concepts with practical system constraints
Other:
- Opportunity to work on cutting-edge AI solutions including Deep Learning and LLM-based applications powering intelligent automation systems
- GreyOrange headquarters in Atlanta, Georgia with offices and partners across Americas, Europe and Asia
- GreyMatter Multiagent Orchestration Platform operates more than 70 fulfillment sites globally with deployments of 700+ robots at a single site
- GreyMatter platform decreases fulfillment Cost Per Unit by 50%, reduces worker onboarding time by 90%, and optimizes peak season performance
- gStore retail management solution supports omnichannel fulfillment, real-time replenishment, intelligent workforce tasking, and increases inventory accuracy up to 99%
Prepare for this role
Recommended resources to build the skills for this position. Sponsored.
Python for Everybody Specialization
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Learn Python from scratch — variables, data structures, web scraping, and databases.
Python 3 Programming Specialization
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Intermediate Python covering classes, inheritance, APIs, and data processing.
Generative AI with Large Language Models
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Comprehensive LLM course covering transformer architecture, fine-tuning, RLHF, and deployment.