Senior Data Scientist
1 day ago
Job OverviewThe role of a Machine Learning Specialist involves designing and implementing advanced ML pipelines for recommendation systems, search ranking, and classification problems. This position requires expertise in traditional ML models using ensemble methods, SVMs, gradient boosting, and neural networks.Develop and optimize end-to-end ML pipelines to drive business outcomes.Build robust data preprocessing and validation systems to ensure model reliability in production environments.Key ResponsibilitiesML Development & Implementation (40%)Design and implement machine learning models that meet business requirements.Collaborate with cross-functional teams to integrate ML solutions into existing workflows.Implement feature engineering pipelines that handle real-world data noise and edge cases.Production ML Systems & Deployment (25%)Deploy ML models using containerization and REST API frameworks.Implement model serving solutions on cloud platforms with proper monitoring and alerting.Technical Leadership & Collaboration (20%)Serve as a technical expert for AI team members on ML architecture and approach decisions.Mentor team members on best practices for production ML system design and implementation.Communicate complex technical concepts clearly to both technical and non-technical stakeholders.Strategic ML Decision Making (15%)Evaluate problems to determine optimal ML solutions: classical ML, GenAI, or simpler analytical methods.Integrate generative AI tools effectively into workflows without over-relying on them.RequirementsEducation & ExperienceBachelor'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 environments.Proven experience working in non-technical business domains (healthcare, finance, retail, HR, etc.).Track record of mentoring technical team members and leading collaborative projects.Core Technical SkillsProgramming 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.
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Senior Data Scientist
2 weeks ago
Ghaziabad, India People Prime Worldwide Full timeJob Description: Senior Data Scientist/Prompt Engineer -GenAI (m/f/x)BangaloreJob Summary:You will play a crucial role in shaping the future of Data & Analytics and our Business Intelligence function and hereby actively contribute to the success of the digital transformation at ZEISS. In this challenging function, you will help our business units to identify...
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