AI / ML Engineer
Maieutic Semiconductors · Bengaluru · onsite · Posted 83d ago
Not disclosed6–10 yrsfulltimeSourced from
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About this role
We are seeking a skilled AI/ML Engineer with expertise in developing and deploying classical machine learning models for image/time series data and building agentic workflows with Large Language Models.
Responsibilities:
- Preparing datasets from unstructured data in papers/books/internet by extracting images, text, and tables.
- Develop knowledge graphs from unstructured data.
- Apply data augmentation and synthetic data generation techniques to enhance model performance.
- Develop agentic workflows around LLMs.
- Preparing evaluation frameworks for LLMs for consistency.
- Deployment of Large Language Models in on-premises environments.
Requirements:
- Strong understanding of deep learning concepts, including transformers, attention mechanisms, and transfer learning.
- Developing and debugging machine learning models using Python and ML libraries (TensorFlow, PyTorch).
- Expertise in Graph Neural Networks is a plus.
- Expertise in Large Language Models - prompt engineering and agentic workflow - is a plus.
- 4+ years' experience; Mathematics, Computer Science or Electronics degree required.
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Skills
Large Language Models (LLMs)PytorchTensorflowPythonGenerative AiMachine Learning