13 Nov
|
Trigent Software
|
Hyderabad
13 Nov
Trigent Software
Hyderabad
We are seeking an experienced Senior Machine Learning Engineer hands-on experience designing, building, and deploying production-grade ML models and pipelines. In this role, you will bridge the gap between machine learning research and scalable software engineering, taking complex problems from prototype to reliable, low-latency production deployments.
- End-to-End ML Development: Architect, train, evaluate, and optimize machine learning and deep learning models to address core business use cases.
- MLOps &
- Productionization: Build, maintain, and scale CI/CD pipelines for ML (model training, evaluation, validation, versioning, and continuous deployment).
- Data Pipelines: Collaborate with data engineers to design robust, clean data processing pipelines, feature stores,
and ingestion workflows.
- Model Monitoring &
- Maintenance: Set up automated monitoring for model performance, drift (data and concept drift), latency, and cost in production.
- Architecture &
- Scalability: Optimize inference pipelines for low latency and high throughput using model compression, quantization, caching, and distributed inference techniques.
- Mentorship &
- Best Practices: Promote engineering rigor across the team—including comprehensive test coverage, code reviews, reproducible experiments, and clean documentation.
📌 Machine learning (Hyderabad)
🏢 Trigent Software
📍 Hyderabad