Lead Consultant-ML Ops Engineer
Genpact
5 - 10 years
Hyderabad
Posted: 03/09/2024
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Job Description
Responsibilities
:1. Collaborate with our team of data scientists, machine learning engineers, and software developers to design, develop, and deploy scalable machine learning models and pipelines for generative AI applications.
2. Implement robust, automated, and scalable ML workflows, including data pre-processing, feature engineering, model training, evaluation, and deployment.
3. Develop and maintain the infrastructure required for optimal extraction, transformation, and loading of data from various data sources using SQL and big data technologies.
4. Monitor and manage the performance and reliability of deployed machine learning models, ensuring they meet business requirements and deliver accurate and actionable insights.
5. Implement best practices for version control, testing, and continuous integration/continuous deployment (CI/CD) of machine learning models and pipelines.
6. Evaluate and adopt new ML frameworks, tools, and technologies to enhance the efficiency and effectiveness of our generative AI solutions.
7. Collaborate with cross-functional teams to identify opportunities for leveraging AI capabilities to drive business growth and innovation.
8. Provide technical expertise and guidance on MLOps best practices, as well as contribute to the development of internal tools and processes to improve overall efficiency.
About Company
Genpact is a global professional services firm delivering digital transformation by putting digital and data to work to create competitive advantage.
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