Director, AI/ML Technology and Architecture (12+)
wbd | 136 days ago | Hyderabad

.AI/ML Architecture & Strategy 

  • Define and evolve the long-term AI/ML architecture roadmap, ensuring scalability, maintainability, and integration with existing systems. 

  • Conduct thorough technology evaluations and vendor assessments to identify and select the most suitable AI/ML tools, platforms, and technologies. 

  • Develop and implement best practices, guidelines, and standards for AI/ML development and deployment across the organization. 

  • Collaborate with business stakeholders to understand their needs and translate them into clear and actionable AI/ML strategies. 

  • Drive innovation by exploring and evaluating emerging AI/ML technologies and their potential applications within the media and entertainment domain. 

 

2. AI/ML Platform & Infrastructure 

  • Design, build, and maintain a robust and scalable AI/ML platform that supports the entire lifecycle of AI/ML model development, from data ingestion and feature engineering to model training, deployment, and monitoring. 

  • Ensure the security, reliability, and performance of the AI/ML infrastructure, including data privacy, compliance, and disaster recovery. 

  • Optimize resource utilization and cost-effectiveness of the AI/ML platform through efficient resource allocation and infrastructure management. 

  • Collaborate with IT and cloud operations teams to ensure seamless integration and smooth operation of the AI/ML platform. 

  • Monitor and analyze platform performance, identify bottlenecks, and implement necessary improvements to enhance efficiency and scalability. 

 

3. AI/ML Model Development & Deployment 

  • Oversee the development and deployment of high-quality and impactful AI/ML models across various domains, such as content recommendation, personalization, content creation, and fraud detection. 

  • Ensure the quality, accuracy, and fairness of AI/ML models through rigorous testing, validation, and monitoring. 

  • Develop and implement MLOps best practices, including CI/CD pipelines, automated testing, and model monitoring, to streamline the model development and deployment process. 

  • Collaborate with data scientists and engineers to ensure efficient and effective model training, deployment, and maintenance. 

  • Drive the adoption of AI/ML models across the organization through clear communication, training, and support. 

 

4. Team Leadership & Management 

  • Lead and mentor a high-performing team of AI/ML engineers and architects. 

  • Foster a collaborative and innovative team culture that encourages experimentation, learning, and growth. 

  • Recruit, hire, and onboard top talent in the field of AI/ML. 

  • Provide guidance and support to team members on technical challenges and career development. 

  • Track team performance, identify areas for improvement, and implement necessary changes to enhance team effectiveness. 

 

5. Governance and Compliance 

  • Ensure all AI/ML initiatives adhere to regulatory requirements, ethical guidelines, and company policies. 

  • Define processes for monitoring, auditing, and improving AI models in production. 

  • Advocate for responsible AI practices within the organization. 

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