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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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