AI/ML/GenAI Architect

3 days ago

Bengaluru Karnataka India, Karnataka ACL Digital Full time

  • 10+ years of progressive experience in designing and implementing enterprise-grade AI/ML solutions.
  • Minimum of 3 successful end-to-end project implementations of AI/ML/GenAI solutions in production environments, demonstrating strong business impact and scalability.
  • Deep expertise in Generative AI architectures, including but not limited to:
  • Large Language Models (LLMs) - prompt engineering, fine-tuning, RAG (Retrieval Augmented Generation) architectures, prompt chaining, agentic workflows.
  • Generative Adversative Networks (GANs), Variational Autoencoders (VAEs), Diffusion Models, etc.
  • Experience with various LLM frameworks/libraries (e.g., LangChain, LlamaIndex).
  • Proven experience with leading cloud AI platforms (at least one of the following):
  • AWS: SageMaker, Comprehend, Textract, Polly, Bedrock, etc.
  • Azure: Azure Machine Learning, Azure OpenAI Service, Cognitive Services.
  • GCP: Vertex AI, Google Cloud AI Platform, Google Cloud Vision/Natural Language AI.
  • Strong understanding of core Machine Learning concepts and algorithms: Supervised, Unsupervised, Reinforcement Learning, Deep Learning.
  • Proficiency in Python and relevant ML libraries (e.g., TensorFlow, PyTorch, Keras, scikit-learn, Hugging Face Transformers).
  • Experience with MLOps principles and tools: CI/CD for ML, model versioning, monitoring, deployment, drift detection (e.g., MLflow, Kubeflow, Sagemaker MLOps services, Azure ML pipelines).
  • Solid understanding of data engineering principles relevant to AI/ML workloads (data pipelines, ETL/ELT, data governance, feature stores).
  • Strong knowledge of distributed computing frameworks (e.g., Spark, Dask) for large-scale data processing.
  • Exceptional communication skills (written and verbal): Ability to articulate complex technical concepts to both technical and non-technical stakeholders, conduct compelling presentations, and influence decision-making.
  • Demonstrated experience in leading architectural design discussions and making critical technical decisions.
  • Problem-solving mindset with the ability to troubleshoot and resolve complex technical issues in production.

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