Role : Data Scientist - 5 Plus years

We’re building AI systems that convert unstructured visual data into structured, usable outputs that power real-world workflows.
This role focuses on solving messy, high-variability problems and delivering reliable systems in production, not just training models in isolation.

What You’ll Do
Build and improve end-to-end AI/ML pipelines (input ? preprocessing ? inference ? structured output)
Work with noisy, inconsistent datasets and drive improvements in data quality and model performance
Develop preprocessing pipelines (e.g., normalization, transformations, input standardization)
Run experiments, tune models, and evaluate trade-offs across accuracy, latency, and cost
Collaborate with engineering teams to productionize models (APIs, batch/real-time systems)
What We’re Looking For
5 plus years of hands-on experience in ML/AI with exposure to computer vision
Strong Python skills with production-quality coding practices
Solid understanding of microservices and system design.
Experience building and deploying ML systems beyond experimentation




Experience working on systems that extract or process information from complex visual inputs (e.g., documents, forms, or similar structured outputs)
Strong understanding of neural network architectures (e.g., CNNs, Transformers, sequence models) and their real-world trade-offs.
Ability to:
Select appropriate approaches based on problem constraints
Fine-tune and optimize models for performance and reliability
Debug model behavior and failure cases in production
Solid understanding of evaluation metrics, error analysis, and model limitations
Good to Have
Experience with cloud environments (e.g., Azure or similar)
Familiarity with scalable data pipelines, containerization, or distributed systems
Exposure to multi-modal systems (vision + text)
What We Don’t Want
Only academic or demo project experience
Over-reliance on plug-and-play APIs without understanding internals
Inability to explain past wo

📌 Data Scientist (Hyderabad)
🏢 Ray Business Technologies (A CMMI Level 3
📍 Hyderabad