ML Engineer with Generative AI
3 days ago
ML Engineer with Generative AI
6+ Years
Location - Bangalore
Keywords
Python, Gen AI, LLM, Deep Learning, MLOps, LoRA, QLoRA, PyTorch
Experience Requirements:
6+ years of overall data science or ML experience.
1.5+ years of hands-on experience with generative AI and large language models.
Advanced degree in Computer Science, Machine Learning, or related field.
Experience in taking ML/DL model to production.
Technical Expertise:
Python, C++ or any other high-level language.
PyTorch and TensorFlow.
Experience with Hugging Face Transformers, LangChain, LlamaIndex, Pydantic AI
Deep Learning fundamentals: neural networks, backpropagation, optimization
Generative AI frameworks: OpenAI API, Anthropic Claude, Google Gemini, local LLM deployment
Model architectures: Transformers, attention mechanisms, encoder-decoder models
Fine-tuning techniques: LoRA, QLoRA, full parameter fine-tuning, RLHF
Design and implement comprehensive evaluation pipelines
A/B testing for AI systems and statistical significance testing
Latency optimization techniques: model quantization, pruning, distillation
Experience with MLOps tools: MLflow, Weights & Biases, DVC
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