
AI Innovations Lead
1 day ago
About the Role:
The ideal candidate will possess a strong foundational knowledge in traditional machine learning and deep neural networks. This role requires leading the design, development, and deployment of Large Language Model (LLM) models and Generative AI (Gen AI) applications.
Key Responsibilities:
- Design, develop, and deploy LLM models and Gen AI applications.
- Possess a strong foundational knowledge in traditional machine learning and deep neural networks.
- Leverage Azure AI services to build and deploy AI/Gen AI applications.
- Have hands-on experience with Python and machine learning libraries such as TensorFlow, PyTorch, Keras, Langchain, and NLP tools like SpaCy, NLTK.
- Have rich experience in designing, developing, and deploying advanced Retrieval-Augmented Generation (RAG) based Gen AI solutions.
- Possess a strong understanding of LLMs, vector databases, and embedding techniques.
- Evaluate and implement different embedding models and chunking strategies.
- Design and implement agentic AI systems that can autonomously perform tasks, make decisions, and interact with other systems or users effectively.
- Experience in applying advanced fine-tuning methods such as Low-Rank Adaptation (LoRA), Quantized LoRA (QLoRA), and Pattern-Exploiting Training (PET) to optimize open-source models for specific tasks.
- Familiarity with CI/CD pipelines and tools such as Jenkins, Github Actions or similar.
- Collaborate with data engineers to ensure efficient data collection, preprocessing, and management for AI applications.
- Provide technical leadership and mentorship to a team of developers, ensuring best practices in Gen AI development.
Required Skills and Qualifications:
Total Experience: 13-15 years; Gen AI Experience: 5+ years. Master's degree in Computer Science or Information Technology.
Why Join Us:
Join us to be part of a leading global insurance company. Our focus on employee experience along with a start-up-like culture empowers you to achieve impactful results.
Industry leader: We are a world leader in the insurance industry, powered by underwriting and engineering excellence. A Great Place to work: We have been recognized as a Great Place to Work for the years 2023-2024 and 2024-2025. Laser focus on excellence: We pride ourselves on our culture of greatness where excellence is a mindset and a way of being. We constantly seek new and innovative ways to excel at work and deliver outstanding results. Start-Up Culture: Embracing the spirit of a start-up, our focus on speed and agility enables us to respond swiftly to market requirements, while a culture of ownership empowers employees to drive results that matter. Growth and success: As we continue to grow, we are steadfast in our commitment to provide our employees with the best work experience, enabling them to advance their careers in a conducive environment.
Employee Benefits:
We offer a comprehensive benefits package designed to support our employees' health, well-being, and professional growth. Employees enjoy flexible work options, generous paid time off, and robust health coverage, including treatment for dental and vision related requirements. We invest in the future of our employees through continuous learning opportunities and career advancement programs, while fostering a supportive and inclusive work environment.
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