Desired Competencies (Technical/Behavioral Competency)
Must-Have• Programming languages: Python (proficient) with major ML libraries
• Experience with opensource Gen AI LLMs e.g., Llama and Dolly
• Machine learning, NLP & deep learning: Strong understanding of supervised and unsupervised learning, neural networks, transformers
• Generative AI techniques: Experience with GANs, text-to-image generation, text generation models
• Data wrangling & manipulation: SQL, data cleaning, feature engineering
• Hyperscalers : AWS, Azure, or GCP experience a plus
Good-to-Have•On prem and cloud development projects with CI/CD Experience
SNKey Expectations from the Role
1Design, develop, and implement advanced AI solutions to solve complex business problems across various domains.
2Collaborate with engineers, researchers, and product managers to understand business needs and translate them into technical specifications for AI models.
3Gather, clean, and prepare data for training and evaluating sophisticated AI models, ensuring data quality and ethical considerations.
4Explore and implement state-of-the-art AI techniques, including deep learning, natural language processing, and computer vision, tailored to specific needs
5Evaluate and compare different AI model architectures and hyperparameters to optimize performance, address potential biases, and ensure responsible development
Salary Range: $80,000 to $90,000 per year
More Information
Application Details
- Organization DetailsTCS / Tata Consultancy Services
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