AI/ML Engineer Job in Bangalore at Zamp

Zamp is hiring for the role of AI/ML Engineer!

Responsibilities of the Candidate:

• Led development of cutting-edge GenAI solutions, exploring advanced AI models such as GPT-4, and proprietary generative models
• Architect robust AI systems, integrating with enterprise IT infrastructure using cloud services and data engineering tools like Apache Kafka, Spark, and Airflow
• Optimize data pipelines for efficiency, scalability, and reliability, leveraging parallel processing, distributed computing, and cloud-based technologies as necessary
• Conduct exploratory data analysis (EDA) and feature engineering to extract relevant insights and patterns from multilingual audio and text data
• Evaluate and benchmark AI/ML models using appropriate metrics and evaluation methodologies, iterating on model design and hyperparameters to improve performance

Requirements:

• Experience with LLMs (GPT-4, Llama-2 etc.)
• Experience training and deploying deep learning models in production​​
• Good working knowledge of tools such as MLFlow, Airflow, data bricks, Python, Langchain, PyTorch, TensorFlow
• We look for strong ML foundations in traditional ML methods such as logistic regression, gradient-boosted decision trees as well and neural networks
• Experience with deep learning frameworks such as TensorFlow, PyTorch, and other ML tools such as Scikit learn, XGBoost, etc
• Experience with TensorFlow/PyTorch and experience in using GPU for speeding up machine learning training in TensorFlow/PyTorch
• Familiarity with tools like Ray for efficient and parallel training and inference