Viraaj HR Solutions Private Limited
Website:
viraajhrsolutions.com
Job details:
Primary Title: Machine Learning Engineer
A leader operating in the Enterprise AI & Data Science sector, delivering production-grade ML solutions, real-time inference services, and intelligent automation for enterprise customers across India. We build scalable pipelines and embed models into business workflows for NLP, computer vision, and predictive analytics. This is an on-site role based in India focused on production ML engineering and MLOps execution.
Role & Responsibilities
- Design, train, and validate ML models (NLP, CV, and tabular)—select architectures, features, and evaluation metrics for production use.
- Productionize models by containerizing and exposing inference via REST APIs; integrate with backend systems and data stores.
- Build and maintain scalable data pipelines and feature engineering workflows to ensure reliable training and inference data.
- Implement MLOps best practices: CI/CD for models, automated training pipelines, versioning, and model registry workflows.
- Monitor model performance in production, diagnose drift, and drive retraining or model updates to maintain SLAs and accuracy.
- Optimize model inference for latency and cost (quantization, batching, distributed inference) and document reproducible experiments.
Skills & Qualifications
Must-Have
- Python
- PyTorch
- TensorFlow
- Scikit-learn
- SQL
- Docker
Preferred
Benefits & Culture Highlights
- Work on end-to-end production ML systems with direct impact on enterprise products.
- High-autonomy engineering culture with mentorship and technical growth opportunities.
- On-site collaboration with cross-functional teams and structured learning support.
Skills: ai/ml,aws,tensorflow,docker,sql,kubernetes,pytorch,ml,python,scikit-learn
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