Unlock Business Potential with AI: Senior Machine Learning Specialist Wanted

2 weeks ago

ajmer, India beBeeMachineLearning Full time

Job Title: Machine Learning ExpertWe are seeking an experienced Machine Learning Expert to join our team. As a key member of our AI department, you will play a critical role in designing and implementing cutting-edge machine learning solutions that drive business growth.About the Role:This is an exceptional opportunity for a skilled Machine Learning Engineer to take on new challenges and contribute to the development of innovative products and services. You will be responsible for developing and deploying machine learning models that can be integrated into various applications, as well as collaborating with cross-functional teams to ensure seamless integration and successful deployment.Key Responsibilities:Design and implement end-to-end machine learning pipelines for recommendation systems, search ranking, and classification problems.Develop and optimize traditional machine learning models using techniques such as ensemble methods, SVMs, gradient boosting, and neural networks.Build time series forecasting models and ranking algorithms for complex business applications.Implement feature engineering pipelines that handle real-world data noise and edge cases.Create robust data preprocessing and validation systems that ensure model reliability in production.Production ML Systems & Deployment:Deploy machine learning models using containerization and REST API frameworks (Flask/FastAPI).Implement model serving solutions on cloud platforms with proper monitoring and alerting.Technical Leadership & Collaboration:Serve as a technical sounding board for AI team members on machine learning architecture and approach decisions.Mentor team members on best practices for production machine learning system design and implementation.Communicate complex technical concepts clearly to both technical and non-technical stakeholders.Collaborate across AI, web development, and system architecture teams to ensure seamless integration.Guide strategic decisions on when to use traditional machine learning versus generative AI approaches.Strategic ML Decision Making:Evaluate problems to determine optimal solutions: classical machine learning, GenAI, or simpler analytical methods.Integrate generative AI tools effectively into workflows without over-relying on them.Design machine learning systems that integrate seamlessly with existing web application architectures.Provide technical guidance on model selection, evaluation metrics, and performance optimization.Stay current with machine learning best practices while maintaining focus on practical, business-driven solutions.In return, you will have the opportunity to work with a talented team of professionals, receive competitive compensation and benefits, and enjoy a dynamic and supportive work environment.

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