Senior AI/ML Engineer
buildandhire
Job Description
-
Design, develop, and implement machine learning models to solve real-world business problems.
-
Develop and optimize AI/ML algorithms for accuracy, scalability, performance, and reliability.
-
Analyze complex datasets to identify patterns, trends, and actionable insights.
-
Build, train, evaluate, and fine-tune machine learning models using appropriate algorithms and techniques.
-
Develop AI-powered applications and integrate machine learning capabilities into existing software systems.
-
Take AI/ML proof-of-concepts from initial development through production implementation.
-
Perform data preprocessing, feature engineering, model selection, and hyperparameter tuning.
-
Evaluate model performance using appropriate metrics and continuously improve model accuracy.
-
Develop scalable and maintainable AI/ML solutions aligned with business and technical requirements.
-
Collaborate with software engineers, data engineers, architects, product teams, and business stakeholders to integrate AI/ML solutions into enterprise applications.
-
Work with structured and unstructured data to develop effective machine learning solutions.
-
Implement model deployment, monitoring, and performance optimization practices for production environments.
-
Troubleshoot model performance issues and conduct root-cause analysis to improve solution effectiveness.
-
Research and evaluate emerging AI/ML technologies, algorithms, frameworks, and industry best practices.
-
Ensure the reliability, scalability, maintainability, and quality of developed AI/ML solutions.
-
Follow established software development standards, coding guidelines, testing practices, and engineering best practices.
-
Participate in code reviews, technical discussions, and solution design activities.
-
Take ownership of assigned development activities and ensure timely, high-quality delivery.
-