10 Aug
|
Quantiphi
|
Bengaluru
10 Aug
Quantiphi
Bengaluru
Role: Machine Learning Engineer - (Senior/Associate Architect)
Experience Level: 4 - 9 Years
Work location: Mumbai, Bangalore & Trivandrum
Role & Responsibilities:
Design and architect multi-layered ML solutions using Azure AI Foundry and ensuring they are robust, scalable, and production-ready
.Defining and implementing robust integration strategies between legacy control software (e.g., VB6) and up-to-date Azure ML platforms, ensuring seamless data flow, scalability, and strict data security governance
.Architecting, developing, and deploying advanced machine learning and deep learning models specifically for curve prediction and automated quality scoring
.Designing and implementing sophisticated optimization engines to automate precision movements with micron-level accuracy
.Leading the transition from manual operator heuristics and rule-based systems to automated, data-driven logic and decision-making processes
.Performing extensive data pre-processing on historical calibration data to train and validate models, and building robust production monitoring, alerting,
and retraining scripts
.Continuously enhancing, modifying, optimizing, and maintaining existing ML models to improve performance, accuracy, and efficiency
.Working closely with external and internal stakeholders to define requirements for ML use cases, gather feedback, and drive solution enhancements
.Generating actionable insights from large datasets and effectively communicating complex analysis results and model performance to clients and internal stakeholders
.Provide technical leadership to MLEs and Platform engineers to ensure architectural alignment across workstreams
.
Skills Expectatio
n:Expertise in Python and SQL with PySpark for large-scale data processin
g.Experience Expertise in Tree-based models (e.g., XGBoost, LightGBM
).Strong foundation in Traditional ML algorithms (e.g., Logistic Regression, Cluster Analysis, Decision Trees, Statistical Modeling, Predictive Analysis, Regression, Classi
📌 Machine Learning Engineer (Bengaluru)
🏢 Quantiphi
📍 Bengaluru