ML Python

As an aspiring candidate for the position at Sona BLW Precision Forgings Ltd in Chennai Padur, you will be responsible for the following key tasks: - Develop Python scripts for data manipulation, automation, and creating machine learning models. - Implement and maintain AI/ML algorithms such as regression, classification, clustering, and neural networks. - Build and deploy machine learning models using libraries like TensorFlow, Keras, scikit-learn, and PyTorch. - Utilize Power BI to create interactive dashboards, reports, and data visualizations to communicate insights. - Collaborate with cross-functional teams to gather requirements, develop data pipelines, and ensure effective use of ML models in business processes. - Conduct linear regression analysis to identify trends and relationships in large datasets. - Continuously optimize and improve existing machine learning models for better performance and scalability. - Provide regular updates on model performance, conduct testing, and fine-tune the algorithms for enhanced accuracy. - Document code and model development process to maintain transparency and support ongoing team development. Qualifications required for this role include: - 3-5 years of experience in Python programming, specifically for data analysis, automation, and machine learning. - Strong knowledge of machine learning algorithms (e.g., linear regression, decision trees, random forests, SVM, etc.). - Hands-on experience with Power BI for developing dashboards, reports, and business analytics solutions. - Experience with data pre-processing, feature engineering, and model evaluation. - Solid understanding of statistics and linear regression analysis, including interpreting results and deriving actionable insights. - Familiarity with SQL and database management systems to extract, clean, and analyze data. - Proven ability to work collaboratively in a team environment and communicate technical results to non-technical stakeholders. Desired experience includes: - Knowledge of big data technologies for handling large-scale datasets. - Familiarity with business intelligence tools like Tableau, Qlik, or others, in addition to Power BI. - Ability to apply advanced statistical techniques to improve model accuracy (e.g., regularization, cross-validation). - Experience in deploying ML models to production environments and monitoring their performance over time. Please note that Sona BLW Precision Forgings Ltd is an automotive technology company in India with a focus on designing, manufacturing, and supplying high-quality mission-critical automotive components. With significant production volumes and leading market shares, the company is certified for leading industry certifications and supplies to major global OEMs. For more information, you can visit the company's website at sonacomstar.com. As an aspiring candidate for the position at Sona BLW Precision Forgings Ltd in Chennai Padur, you will be responsible for the following key tasks: - Develop Python scripts for data manipulation, automation, and creating machine learning models. - Implement and maintain AI/ML algorithms such as regression, classification, clustering, and neural networks. - Build and deploy machine learning models using libraries like TensorFlow, Keras, scikit-learn, and PyTorch. - Utilize Power BI to create interactive dashboards, reports, and data visualizations to communicate insights. - Collaborate with cross-functional teams to gather requirements, develop data pipelines, and ensure effective use of ML models in business processes. - Conduct linear regression analysis to identify trends and relationships in large datasets. - Continuously optimize and improve existing machine learning models for better performance and scalability. - Provide regular updates on model performance, conduct testing, and fine-tune the algorithms for enhanced accuracy. - Document code and model development process to maintain transparency and support ongoing team development. Qualifications required for this role include: - 3-5 years of experience in Python programming, specifically for data analysis, automation, and machine learning. - Strong knowledge of machine learning algorithms (e.g., linear regression, decision trees, random forests, SVM, etc.). - Hands-on experience with Power BI for developing dashboards, reports, and business analytics solutions. - Experience with data pre-processing, feature engineering, and model evaluation. - Solid understanding of statistics and linear regression analysis, including interpreting results and deriving actionable insights. - Familiarity with SQL and database management systems to extract, clean, and analyze data. - Proven ability to work collaboratively in a team environment and communicate technical results to non-technical stakeholders. Desired experience includes: - Knowledge of big data technologies for handling large-scale datasets. - Familiarity with business intell