Machine Learning Professional

13 hours ago

Gandhinagar, India beBeeMachineLearning Full time

Job DescriptionAs a machine learning professional, you will be responsible for designing and implementing end-to-end ml pipelines for recommendation systems, search ranking, and classification problems.You will build and optimize traditional ml models using techniques such as ensemble methods, SVMs, gradient boosting, and neural networks.Create robust data preprocessing and validation systems that ensure model reliability in production.Deploy ml models using docker containerization and rest api frameworks.You will work closely with cross-functional teams to ensure seamless integration of ml systems with existing web application architectures.Required Qualifications:Bachelor's or Master's degree in computer science, data science, statistics, or related technical field.4+ years of hands-on experience building and deploying machine learning systems in production.Proven experience working in non-technical business domains (healthcare, finance, retail, hr, etc.).Track record of mentoring technical team members and leading collaborative projects.Programming Excellence: Expert-level python proficiency with focus on clean, maintainable, production-ready code.Traditional ML Expertise: Deep understanding of classification, regression, ranking, and recommendation algorithms.Production ML: Experience with mlops practices, model deployment, monitoring, and lifecycle management.Data Engineering: Proficiency with data pipeline development, etl processes, and handling messy real-world datasets.

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