AI Expert

2 weeks ago


Bengaluru, Karnataka, India Innover Digital Inc. Full time

About the Role

Innover Digital Inc. is seeking a highly skilled AI Expert with expertise in Generative AI and Large Language Models (LLM). This role requires a unique blend of technical expertise and business acumen to transition from promising hypotheses and ML experiments to fully-fledged AI/ML products with real-world impact.

Key Responsibilities:

  • Develop and implement machine learning models, focusing on Generative AI techniques and LLM, to solve sophisticated business problems using various algorithms and techniques.
  • Streamline Generative AI model development and deployment using Azure infrastructure and capabilities like cognitive search and Vectordb, and frameworks such as Langchain, Llama, Semantic Kernel, and Autogen.
  • Apply prompt engineering techniques, work with RAG applications, and fine-tune language models to improve their performance in specific tasks.
  • Collaborate with multi-functional teams to plan, scope, implement, and sustain predictive analytics solutions.
  • Design and complete experiments to validate and optimize machine learning models, ensuring accuracy, efficiency, and scalability.
  • Deploy machine learning models and applications on cloud platforms like Azure ML or Databricks, ensuring seamless integration, scalability, and cost-effectiveness.
  • Develop measurements and feedback systems, and mentor associates and peers on MLOps & LLMOps standard methodologies.
  • Stay up-to-date with the latest advancements in machine learning, generative AI, prompt engineering, RAG applications, and cloud technologies, and apply them to enhance our data science capabilities.

Requirements:

  • Hands-on experience with Gen AI-related tech stack, including Azure cognitive search, Langchain, Semantic Kernel, and agent frameworks like Autogen, Vectordb.
  • Experience in fine-tuning open-source models like Llama, Phi2 is a bonus.
  • Experience with Open AI APIs, Fine tuning and Assistant APIs.
  • Proven experience as a Data Scientist, with a strong focus on machine learning, generative AI, prompt engineering, and RAG applications.
  • Working knowledge of Cloud, Architecture, REST APIs to deploy inferencing and fine-tuning solutions.
  • Strong partner management, ability to translate sophisticated technical topics into business language, presentation skills, and an ability to balance a sense of urgency with shipping high-quality and pragmatic solutions.
  • Strong software development skills with proficiency in Python and advanced working SQL knowledge, preferably using the Azure stack and experience with Azure ML, Databricks, Azure Data Factory.

What We Offer:

  • A competitive salary range of $140,000 - $170,000 per year.
  • A dynamic and innovative work environment with opportunities for growth and professional development.
  • A comprehensive benefits package, including health insurance, retirement savings, and paid time off.


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