Generative AI Engineer - Machine Learning/Deep Learning

Role Description : We are seeking a talented Generative AI Engineer to join our client, a leading tech company, and contribute to their cutting-edge AI initiatives. Responsibilities : - Design, develop, and train advanced generative AI models, such as large language models, image generation models, and text-to-speech models. - Experiment with different architectures and techniques to optimize model performance and efficiency. Algorithm Development and Optimization : - Create and refine algorithms for data preprocessing, feature engineering, and model training. - Optimize algorithms for speed and accuracy, ensuring efficient model deployment. - Stay up-to-date with the latest advancements in generative AI and machine learning. - Conduct research to explore new techniques and applications of generative AI. - Collaborate with research teams to push the boundaries of AI technology. - Work closely with product managers, data scientists, and engineers to translate business requirements into technical solutions. - Collaborate with other teams to integrate AI models into products and services. - Design and implement innovative AI solutions to address specific business challenges. - Develop and deploy AI-powered applications and services. - Manage the entire machine learning lifecycle, from data ingestion to model deployment and monitoring. - Develop and maintain robust MLOps pipelines to automate model training, testing, and deployment. Required Skills : - Strong understanding of generative AI techniques, including transformers, GANs, and VAEs. - Proficiency in machine learning algorithms, deep learning frameworks (TensorFlow, PyTorch), and natural language processing techniques. - Expert-level Python programming skills, including data analysis, visualization, and machine learning libraries (NumPy, Pandas, Scikit-learn). - Experience with MLOps tools and practices, such as MLflow, Kubeflow, and cloud platforms (GCP, AWS, Azure). Preferred Skills : - Experience with big data technologies (Hadoop, Spark, BigQuery) for handling large datasets. - Proficiency in developing APIs using Python frameworks like FastAPI or Flask. - Experience working with large language models and developing generative AI applications. - Familiarity with cloud platforms (GCP, AWS, Azure) and their AI/ML services. - Experience with vector database technologies for efficient similarity search (ref:hirist.tech)

Location: pune, IN

Posted Date: 11/23/2024