Vacancy description
MANEVA CONSULTING PRIVATE LIMITED
Bangalore, भारत
Role Overview :We are looking for a skilled Machine Learning Engineer with 5+ years of professional experience in Machine Learning Engineering, Software Engineering with a strong ML focus, or a similar role. The ideal candidate should have a strong foundation in machine learning algorithms, hands-on experience with ML frameworks, and the ability to work with large-scale https://jobeax.com/link/tG9A5tmx8b1c6Lsu candidate will be responsible for developing, evaluating, and improving machine learning solutions while collaborating with cross-functional teams to translate business and technical requirements into effective ML https://jobeax.com/link/XnflZD2dGSZYgXFG Responsibilities :- Design, develop, and implement machine learning models and algorithms to solve complex business and technical problems.- Apply strong knowledge of machine learning concepts to perform model development, evaluation, optimization, and continuous improvement.- Use ML frameworks such as PyTorch and Scikit-learn to build and experiment with machine learning solutions.- Perform feature engineering, data preprocessing, model evaluation, and hyperparameter tuning to improve model performance.- Work with SQL and NoSQL databases to extract, transform, analyze, and manage data required for ML workflows.- Process and analyze large datasets using appropriate data-processing and data-warehousing techniques.- Collaborate with data scientists, software engineers, product teams, and business stakeholders to understand requirements and deliver practical ML solutions.- Troubleshoot model and data-related issues and apply strong analytical and problem-solving skills to develop effective solutions.- Communicate complex machine learning concepts, methodologies, and results clearly to both technical and non-technical https://jobeax.com/link/fOoNhh8ZjIMhvEcR Qualifications :Education :- Master's degree in Computer Science, Machine Learning, Data Science, Electrical Engineering, or a related quantitative https://jobeax.com/link/nnF4EyWTLvU0XkJo :- 5+ years of professional experience in Machine Learning Engineering, Software Engineering with a strong ML focus, or a similar https://jobeax.com/link/o41knsxBIe6Ku7hd Learning Expertise :- Solid theoretical and practical understanding of machine learning algorithms and techniques.- Hands-on experience with ML frameworks such as PyTorch and Scikit-learn.- Strong understanding of feature engineering, model evaluation metrics, and hyperparameter tuning.- Experience developing and optimizing machine learning models for real-world https://jobeax.com/link/4rdSaWRVdZ5fY8NN & Technical Skills :- Experience working with SQL and NoSQL databases.- Understanding of data warehousing concepts and data management practices.- Experience handling and processing large-scale datasets.- Strong analytical and problem-solving capabilities with a pragmatic approach to solution https://jobeax.com/link/DgMhxVEyoXeKgdVx & Collaboration :- Strong verbal and written communication skills.- Ability to explain complex machine learning concepts and technical solutions to both technical and non-technical audiences.- Ability to work effectively in a collaborative, cross-functional https://jobeax.com/link/mzR4DO7Sg7dkTHRM Skills :- Experience working with large-scale ML/data-processing environments.- Exposure to modern data engineering and ML engineering practices.- Strong portfolio of machine learning projects, research, or relevant professional implementations. (ref:hirist.tech)