Expertise in AI Architecture

5 days ago

Bellary, Karnataka, India beBeeArtificial Full time ₹ 20,00,000 - ₹ 40,00,000
Senior AI Architect

About the Position:

We are seeking a highly skilled Senior AI Architect to join our innovative team. As a key member, you will work at the intersection of technology and industry knowledge, leveraging your expertise in generative AI tools to drive business growth.

As a Senior AI Architect, you will play a crucial role in shaping and building the future of business solutions across functions and domains, using emerging technologies.

Key Responsibilities:

  • Develop and propose comprehensive architectures for Generative AI, Conversational AI, and cloud-based AI services.
  • Leverage advanced Generative AI models like OpenAI GPT, Anthropic Claude, Meta Llama2, and Google Gemini to enhance developer and business productivity.
  • Maintain hands-on experience with AWS Bedrock/Azure AI Studio and deploy applications across cloud environments.
  • Knowledge of UI technologies like TypeScript, React, Next.JS, and Tailwind CSS is essential.
  • Experience with deployment and training of large language models to perform domain-specific tasks.
  • Apply techniques like instruction tuning, reinforcement learning from human feedback (RLHF), adapters, LoRA, and others to improve LLMs for different use cases.
  • Architect solutions incorporating Retrieval Augmented Generation (RAG), Transformer Architectures, and other advanced techniques to ensure optimal model performance and scalability.
  • Measure and benchmark various LLMs and application performance.
  • Drive end-to-end implementation and deployment with extensive knowledge of Azure and AWS services.
  • Stay up-to-date with emerging trends, complex patterns, data dependencies, and advancements in AI architecture.

Requirements:

  • Bachelor's degree or Master's degree (or equivalent experience) in Computer Science, Electrical Engineering, Artificial Intelligence, or Applied Math with 8+ years of experience.
  • Excellent programming skills in Python with strong fundamentals in programming, optimizations, and software design.
  • Strong knowledge of ML/DL techniques, algorithms, and tools with exposure to CNN, RNN (LSTM), Transformers (BERT, BART, GPT/T5, Megatron, LLMs).
  • Hands-on experience with conversational AI technologies like Natural Language Understanding, Natural Language Generation, Dialog systems, Information retrieval, and Question Answering, Machine Translation.
  • Experience with training BERT, GPT, and Megatron models for different NLP and dialog system tasks using PyTorch Deep Learning Frameworks and performing NLP data wrangling and tokenization.
  • Understanding of MLOps life cycle and experience with MLOps workflows & traceability and versioning of datasets, including database management and queries (in SQL, MongoDB, etc).
  • Experience using end-to-end MLOps platform such as Kubeflow, MLFlow, AirFlow.
  • Strong collaborative and interpersonal skills, specifically a proven ability to effectively guide and influence within a dynamic matrix environment.

What We Offer:

  • A competitive compensation package.
  • A culture focused on talent development with quarterly promotion cycles and company-sponsored higher education and certifications.
  • The opportunity to work with cutting-edge technologies.
  • Employee engagement initiatives like project parties, flexible work hours, and Long Service awards.
  • Annual health check-ups.
  • Insurance coverage: group term life, personal accident, and Mediclaim hospitalization for self, spouse, two children, and parents.

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