Model DevelopmentDevelop and implement generative AI models for various applications (text image audio video). Research & Application: Research and apply cuttingedge techniques in deep learning NLP and computer vision. Data Pipelines: Design and build robust data pipelines for training and evaluating largescale generative models.Performance Optimization: Optimize model performance including reducing latency and improving accuracy. CrossFunctional Collaboration: Collaborate with crossfunctional teams (product engineering research) to define and deliver AIpowered solutions. Architecture Selection: Evaluate and select appropriate generative AI architectures and frameworks. Model FineTuning: Finetune pretrained models for specific use cases and domains. Documentation: Develop and maintain documentation for models data pipelines and deployment processes. Production Monitoring: Monitor model performance in production and implement necessary updates and improvements. Staying Current: Stay abreast of the latest advancements in generative AI and related fields.Ethical Considerations: Address ethical considerations and biases in generative AI models.Security Implementation: Implement security measures to protect sensitive data and models. Prototyping & Experimentation: Prototype and experiment with new generative AI concepts and applications.Tool Development: Contribute to the development of internal tools and libraries for generative AI. Troubleshooting: Troubleshoot and resolve technical issues related to generative AI models and infrastructure.Technical Skills: Programming: Proficiency in Python. Deep Learning Frameworks: Expertise in TensorFlow and/or PyTorch. Generative Models: Deep understanding of GANs VAEs and transformer models. NLP: Strong knowledge of natural language processing techniques.Computer Vision: Familiarity with computer vision concepts and libraries. Cloud Computing: Experience with cloud platforms (AWS Google Cloud Azure) for AI deployment. Data Processing: Experience with data preprocessing and feature engineering
Required Experience:
Senior IC
Sr Gen AI Data Engineer
