13 Aug
|
Capgemini
|
Bengaluru
13 Aug
Capgemini
Bengaluru
Your Role
- Design scalable, secure, and high-performance data science and machine learning architectures to support advanced analytics and AI-driven decision-making.
- Lead the architecture and implementation of end-to-end analytical solutions, from data acquisition and feature engineering to model deployment and monitoring.
- Establish standards, frameworks, and best practices for data science, machine learning, MLOps, model governance, and AI solution development.
- Collaborate with business, product, technology, and analytics stakeholders to identify opportunities and translate business challenges into data science solutions.
- Define architectures for predictive analytics, forecasting, optimization, recommendation systems, NLP, computer vision, and other advanced analytical applications.
- Oversee the development and deployment of machine learning models, ensuring scalability, reliability, explainability, and operational excellence.
- Establish model lifecycle management processes, including experimentation, versioning, validation, deployment, monitoring,
and continuous improvement.
- Ensure adherence to Responsible AI principles, including fairness, transparency, explainability, privacy, security, and regulatory compliance.
- Partner with Data Engineering and Enterprise Architecture teams to design integrated data ecosystems that support AI and advanced analytics workloads.
- Evaluate and recommend emerging technologies, tools, and industry best practices to enhance organizational AI and data science capabilities.
- Mentor and provide technical leadership to Data Scientists, ML Engineers, and Analytics teams while fostering innovation and knowledge sharing.
Your Profile
- Solid expertise in Statistics, Machine Learning, Predictive Modeling, and Advanced Analytics.Proficiency in Python, R, SQL, and leading data science libraries and frameworks.
- Experience with Machine Learning, Deep Learning, NLP, Time Series Forecasting, and Optimization techniques.
- Stron
📌 Data Science Architect (Bengaluru)
🏢 Capgemini
📍 Bengaluru