Gen AI Developer

3 weeks ago

Bengaluru India Infosys Limited Full time

Job Description

Job Description:

- 3 years of IT experience 2 Years in AI ML DS Domain
- Gen AI Technologies Prompt Engineering LLM Development using Langchain
- Semantic Kernel Open Source API based LLMs
- Python Data Science Machine Learning Deep Learning PySpark PyTorch TensorFlow Keras etc
- AIML Subfields such as Neural Networks Computer Vision Speech Processing Natural Language Processing
- AIML Tools such as AzureML Google ML AWS AI ML H2O DataBricks DataRobots and any other tools

Key Responsibilities:

- 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
- Responsible AI Should have proficient knowledge in Responsible AI and Data Privacy principles to ensure ethical data handling transparency and accountability in all stages of AI development
- Must demonstrate a commitment to upholding privacy standards mitigating bias and fostering trust within data driven initiatives
- Experience in working with ML toolkit like R NumPy MatLab etc
- Experience in data mining statistical analysis and data visualization

Technical Requirements:

- Primary skills
- Technology Artificial Intelligence Computer Vision
- Technology Big Data Natural language processing NLP
- Technology Machine Learning Python

Additional Responsibilities:

- Ability to develop value creating strategies and models that enable clients to innovate drive growth and increase their business profitability
- Good knowledge on software configuration management systems
- Awareness of latest technologies and Industry trends

Preferred Skills:

Technology->Artificial Intelligence->Artificial Intelligence - ALL,Technology->Machine Learning->TensorFlow,Technology->Big Data->Natural language processing(NLP),Technology->Machine Learning->Generative AI->retrieval augmented generation (rag)

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