AI and DATA -Gen AI (3+)
ey | 33 days ago | Bengaluru

Responsibilities:
Your technical responsibilities: 

  • Contribute to the design and implementation of state-of-the-art AI solutions.
  • Assist in the development and implementation of AI models and systems, leveraging techniques such as Language Models (LLMs) and generative AI.
  • Collaborate with stakeholders to identify business opportunities and define AI project goals.
  • Stay updated with the latest advancements in generative AI techniques, such as LLMs, and evaluate their potential applications in solving enterprise challenges.
  • Utilize generative AI techniques, such as LLMs, to develop innovative solutions for enterprise industry use cases.
  • Integrate with relevant APIs and libraries, such as Azure Open AI GPT models and Hugging Face Transformers, to leverage pre-trained models and enhance generative AI capabilities.
  • Implement and optimize end-to-end pipelines for generative AI projects, ensuring seamless data processing and model deployment.
  • Utilize vector databases, such as Redis, and NoSQL databases to efficiently handle large-scale generative AI datasets and outputs.
  • Implement similarity search algorithms and techniques to enable efficient and accurate retrieval of relevant information from generative AI outputs.
  • Collaborate with domain experts, stakeholders, and clients to understand specific business requirements and tailor generative AI solutions accordingly.
  • Conduct research and evaluation of advanced AI techniques, including transfer learning, domain adaptation, and model compression, to enhance performance and efficiency.
  • Establish evaluation metrics and methodologies to assess the quality, coherence, and relevance of generative AI outputs for enterprise industry use cases.
  • Ensure compliance with data privacy, security, and ethical considerations in AI applications.
  • Leverage data engineering skills to curate, clean, and preprocess large-scale datasets for generative AI applications.

 

Requirements:

  • Bachelor's or Master's degree in Computer Science, Engineering, or a related field. A Ph.D. is a plus.
  • Minimum 3-7 years of experience in Data Science and Machine Learning.
  • In-depth knowledge of machine learning, deep learning, and generative AI techniques.
  • Proficiency in programming languages such as Python, R, and frameworks like TensorFlow or PyTorch.
  • Strong understanding of NLP techniques and frameworks such as BERT, GPT, or Transformer models.
  • Familiarity with computer vision techniques for image recognition, object detection, or image generation.
  • Experience with cloud platforms such as Azure, AWS, or GCP and deploying AI solutions in a cloud environment.
  • Expertise in data engineering, including data curation, cleaning, and preprocessing.
  • Knowledge of trusted AI practices, ensuring fairness, transparency, and accountability in AI models and systems.
  • Strong collaboration with software engineering and operations teams to ensure seamless integration and deployment of AI models.
  • Excellent problem-solving and analytical skills, with the ability to translate business requirements into technical solutions.
  • Strong communication and interpersonal skills, with the ability to collaborate effectively with stakeholders at various levels.
  • Understanding of data privacy, security, and ethical considerations in AI applications.
  • Track record of driving innovation and staying updated with the latest AI research and advancements.
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