Generative AI (8+)
PwC | 51 days ago | Bangalore

Responsibilities: 

 

Architecture Design: 

  • Design and implement scalable, secure, and high-performance architectures for Generative AI applications. 
  • Integrate Generative AI models into existing platforms, ensuring compatibility and performance optimization. 

 

Model Development and Deployment: 

  • Fine-tune pre-trained generative models for domain-specific use cases. 
  • Data Collection, Sanitization and Data Preparation strategy for Model fine tuning. 
  • Evaluate, select, and deploy appropriate Generative AI frameworks (e.g., PyTorch, TensorFlow, Crew AI, Autogen, Langraph, Agentic code, Agentflow). 

 

Innovation and Strategy: 

  • Stay up to date with the latest advancements in Generative AI and recommend innovative applications to solve complex business problems. 
  • Define and execute the AI strategy roadmap, identifying key opportunities for AI transformation. 

 

Collaboration and Leadership: 

  • Collaborate with cross-functional teams, including data scientists, engineers, and business stakeholders. 
  • Mentor and guide team members on AI/ML best practices and architectural decisions. 
  • Should be able to lead a team of data scientists, GenAI engineers, devops and Software Developer. 

 

Performance Optimization: 

  • Monitor the performance of deployed AI models and systems, ensuring robustness and accuracy. 
  • Optimize computational costs and infrastructure utilization for large-scale deployments. 

 

Ethical and Responsible AI: 

  • Ensure compliance with ethical AI practices, data privacy regulations, and governance frameworks. 
  • Implement safeguards to mitigate bias, misuse, and unintended consequences of Generative AI. 

Required Skills: 

  • Advanced programming skills in Python and fluency in data processing frameworks like Apache Spark. 
  • Should have strong knowledge on LLM’s foundational model (OpenAI GPT4o, O1, Claude, Gemini etc), while need to have strong knowledge on opensource Model’s like Llama 3.2, Phi etc. 
  • Proven track record with event-driven architectures and real-time data processing systems. 
  • Familiarity with Azure DevOps and other LLMOps tools for operationalizing AI workflows. 
  • Deep experience with Azure OpenAI Service and vector DBs, including API integrations, prompt engineering, and model fine-tuning. Or equivalent tech in AWS/GCP. 
  • Knowledge of containerization technologies such as Kubernetes and Docker. 
  • Comprehensive understanding of data lakes and strategies for data management. 
  • Expertise in LLM frameworks including Langchain, Llama Index, and Semantic Kernel. 
  • Proficiency in cloud computing platforms such as Azure or AWS. 
  • Exceptional leadership, problem-solving, and analytical abilities. 
  • Superior communication and collaboration skills, with experience managing high-performing teams. 
  • Ability to operate effectively in a dynamic, fast-paced environment. 
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