AI/ML Engineer Job in Bangalore at LeadSquared

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

Responsibility of the Candidate:

• Participate in the entire machine learning lifecycle, from problem definition to deployment and monitoring.
• Develop and implement machine learning models using various algorithms and techniques.
• Experiment with different modeling approaches and evaluate their performance.
• Collaborate with data scientists to understand data requirements and feature engineering processes.
• Assist in the preparation and cleaning of data for model training and evaluation.
• Deploy and maintain machine learning models in production environments.
• Monitor model performance and retrain models as needed.
• Contribute to the development of MLOps pipelines and best practices.
• Work with any cloud platforms (e.g., AWS, Azure, GCP) and their ML services.
• Document machine learning models, experiments, and deployment processes.
• Stay up to date with the latest advancements in machine learning and related technologies.
• Collaborate with cross-functional teams to integrate ML solutions into existing products and services.
• Troubleshoot and resolve issues related to deployed ML models

Requirements:

• Bachelor's degree in engineering.
• 1-3 years of overall experience with a focus on machine learning.
• Solid understanding of machine learning concepts, algorithms, and evaluation metrics.
• Hands-on experience with machine learning libraries and frameworks (e.g., scikit-learn, TensorFlow, PyTorch).
• Proficiency in Python and relevant data science libraries (e.g., Pandas, NumPy).
• Basic understanding of data engineering principles and data pipelines.
• Familiarity with different data storage solutions (e.g., relational databases, data lakes).
• Exposure to cloud platforms (AWS, Azure, GCP) and their ML services (e.g., SageMaker, Azure ML, Vertex AI).
• Strong problem-solving and analytical skills.
• Good communication and collaboration skills.
• Ability to learn quickly and adapt to new technologies.