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mimi

Senior Staff Engineer

Nagarro

Remote · UAE Yesterday

About the role

Must Have Skills

  • Python for Data Science (Strong)
  • Machine Learning on Azure (Strong)
  • Microsoft Azure Artificial Inteligence and Machine Learning (Strong)

Good To Have Skills

  • No specific skills listed.

Job Description

  • AI/ML Engineer o GenAI/ML Specific (Mandatory): Deep understanding of LLMs (e.g. GPTs Llama Claude Gemini Qwen Mistral BERTfamily models) and their architectures (Transformers); expertlevel prompt engineering skills; proven experience implementing RAG patterns;
  • experience with finetuning and distillation techniques and evaluation; familiarity with vector and graph databases (e.g.
  • Weaviate
  • Neo4j); understanding of GenAI evaluation metrics (e.g. BLEU ROUGE perplexity semantic similarity human evaluation).
  • Programming (Mandatory): High proficiency in Python and standard AI/ML libraries (e.g. LangChain LlamaIndex LangGraph LangSmith Hugging Face Transformers Scikitlearn PyTorch/TensorFlow).
  • Cloud (Mandatory): Experience using managed AI/ML services on the target cloud platform (e.g.
  • Azure Machine Learning
  • Studio AI Foundry).
  • Data Handling (Desired): Experience working with both structured and unstructured data.
  • MLOps (Desired): Familiarity with experiment tracking (e.g. MLflow) model versioning and monitoring concepts.

Remote Work

  • Yes

Employment Type

  • Fulltime

Requirements

  • Deep understanding of LLMs (e.g. GPTs Llama Claude Gemini Qwen Mistral BERTfamily models) and their architectures (Transformers)
  • Expert-level prompt engineering skills
  • Proven experience implementing RAG patterns
  • Experience with finetuning and distillation techniques and evaluation
  • Familiarity with vector and graph databases (e.g. Weaviate Neo4j)
  • Understanding of GenAI evaluation metrics (e.g. BLEU ROUGE perplexity semantic similarity human evaluation)
  • High proficiency in Python and standard AI/ML libraries (e.g. LangChain LlamaIndex LangGraph LangSmith Hugging Face Transformers Scikitlearn PyTorch/TensorFlow)
  • Experience using managed AI/ML services on the target cloud platform (e.g. Azure Machine Learning Studio AI Foundry)

Skills

Azure Machine LearningBERTClaudeDeep learningDistillationEvaluation metricsFinetuningGeminiGenAIGPTGraph databasesHugging Face TransformersLangChainLangGraphLangSmithLlamaLlamaIndexLLMsMachine learningMistralMLflowNeo4jNumpyPandasPrompt engineeringPyTorchPythonQwenRAGScikit-learnSemantic similarityTensorFlowTransformersVector databasesWeaviate

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