Infosys
Gen AI Developer
Job Description
Responsibilities: • LLM Development/Deployment Pipeline creation, workflows • Study and transform Gen AI PoCs to production grade deployment • Design machine learning systems, Run machine learning tests and experiments • Research and implement appropriate ML algorithms and tools • Develop machine learning applications according to requirements • Select appropriate datasets and data representation methods • Perform statistical analysis and fine-tuning using test results • Train and retrain systems when necessary Educational Requirements Bachelor of Engineering Additional Responsibities: None Technical and Professional Requirements: • 2-5 years of IT experience (2 Years in AI/ML/DS Domain). • Gen AI Development : Data collection and preparation: Collect and prepare data for training and evaluating LLMs. This may involve cleaning and processing text data, or creating synthetic data. Model development: Design and implement LLM models. This may involve choosing the right architecture, training the model, and tuning the hyperparameters. Model evaluation: Evaluate the performance of LLM models. This may involve measuring the accuracy of the model on a held-out dataset, or assessing the quality of the generated text. Model deployment: Deploy LLM models to production. This may involve packaging the model, creating a REST API, and deploying the model to a cloud computing platform.
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