https://orangeshark.com
Location
Hyderabad | India
Job description
Job Title: Machine Learning EngineerExperience Level: 4+ yearsJob Description:We are seeking a highly skilled and experienced Machine Learning Engineer to join our dynamic team. As a Machine Learning Engineer with at least 4 years of practical experience, you will play a crucial role in developing and implementing cutting-edge machine learning solutions. You will work on diverse projects, collaborating with cross-functional teams to address complex business challenges.Responsibilities:- Algorithm Development: Design, implement, and optimize machine learning algorithms and models to solve specific business problems. Ensure scalability, efficiency, and robustness of the models.- Data Preprocessing and Feature Engineering: Work with large datasets, preprocess and clean data, and engineer features to enhance model performance. Collaborate with data engineers to ensure data availability and quality.- Model Training and Evaluation: Train, validate, and fine-tune machine learning models using various techniques. Implement and maintain proper evaluation metrics to assess model performance accurately.- Deployment and Integration: Deploy machine learning models into production environments. Collaborate with software engineers to integrate models into existing systems or develop new solutions.- Continuous Improvement: Stay updated on the latest advancements in machine learning and artificial intelligence. Continuously optimize and enhance existing models for better performance.- Collaboration and Communication: Work closely with cross-functional teams, including data scientists, software engineers, and business stakeholders, to understand requirements and deliver effective solutions.- Documentation: Create and maintain documentation for models, algorithms, and processes. Ensure clear and comprehensive documentation for code, models, and methodologies.- Ethical Considerations: Adhere to ethical guidelines and standards in machine learning, ensuring fairness, transparency, and accountability in model development and deployment.- Troubleshooting and Support: Provide technical support for deployed machine learning models, troubleshoot issues, and implement improvements as needed.Qualifications:- Educational Background: Bachelor's or Master's degree in Computer Science, Machine Learning, Data Science, or a related field.- Experience: A minimum of 4 years of practical experience in machine learning development and deployment.- Programming Skills: Proficiency in programming languages such as Python, and SQL experience with relevant libraries and frameworks (e.g., TensorFlow, PyTorch, scikit-learn). (ref:hirist.tech)
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