16 Aug
|
QUANTEON SOLUTIONS
|
Secunderabad
16 Aug
QUANTEON SOLUTIONS
Secunderabad
Key Responsibilities:
- Design, Develop, and Deploy ML Models:
- Create ML models tailored for real-world applications, focusing on solving business or technical challenges.
- Design solutions that are scalable and production-ready, ensuring models are integrated seamlessly into existing systems.
- Work with Large Datasets:
- Handle large volumes of data, performing data preprocessing to clean and prepare datasets for model training.
- Conduct feature engineering to improve the quality and relevance of data used in model building.
- Model Evaluation:
- Evaluate model performance using appropriate metrics, ensuring they meet business and technical requirements.
- Continuously optimize models to improve accuracy, efficiency, and robustness.
- Collaborate with Cross-Functional Teams:
- Work with data scientists, engineers, and other stakeholders to integrate ML solutions into the product pipeline and production systems.
- Ensure that models align with business goals and technical requirements.
- Stay Up-to-Date with ML/AI Research:
- Keep track of the latest trends, papers,
and technological advancements in the ML/AI field.
- Apply cutting-edge techniques like Generative AI, Large Language Models (LLMs), and Retrieval Augmented Generation (RAG) to real-world problems.
Skills & Experience:
- Solid Experience with Python:
- Python is a core language in this role, with robust experience required for building and deploying ML models.
- Familiarity with Python-based ML libraries such as scikit-learn, TensorFlow, and PyTorch.
- Machine Learning Libraries:
- scikit-learn for traditional ML algorithms.
- TensorFlow and PyTorch for deep learning applications, particularly if working with neural networks or large-scale AI systems.
- Data Pipelines & Model Deployment:
- Experience in building and maintaining data pipelines to manage data flow and prepare data for model training.
- Proficiency in deploying models into production, ensuring their scalability and performance in real
📌 Software Engineer(AI/ML) (Secunderabad)
🏢 QUANTEON SOLUTIONS
📍 Secunderabad