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Job Type
Full Time
Job Details
Date Posted:2024-04-21 Country:India Location:North Gate Business Park Sy.No 2/1, and Sy.No 2/2, KIAL Road, Venkatala Village, Chowdeshwari Layout, Yelahanka, Bangalore, Karnataka 560064 Position Role Type:Unspecified We are seeking an experienced Machine Learning Engineer who possesses expertise in both classical and modern machine learning algorithms, along with a solid foundation in software engineering principles. In our team, you will be responsible for developing, implementing, and optimizing machine learning models to address complex problems and enhance our products/services. This role requires a understanding of various machine learning techniques, a passion for innovation, and the ability to rapidly prototype. Responsibilities:
- Research, design, and implement robust machine learning models and algorithms to solve challenging problems in areas such as natural language processing, computer vision, recommendation systems, etc.
- Evaluate and select appropriate machine learning techniques based on the specific requirements of each project.
- Develop and maintain scalable, efficient, and high-performance codebase for deploying machine learning models into production systems.
- Conduct experiments, analyze results, and iteratively improve model performance through techniques such as hyperparameter tuning, feature engineering, and model optimization.
- Stay updated with the latest advancements in machine learning research and incorporate relevant techniques into our solutions to ensure competitiveness and innovation.
- Ensure the reliability, scalability, and maintainability of machine learning systems through rigorous testing and continuous monitoring.
- Provide technical guidance and mentorship to junior members of the team to foster their growth and development in machine learning and software engineering
- Overall 4+ yrs of experience in Machine Learning & software engineering.Understanding of classical and modern machine learning techniques
- Understanding of classical and modern machine learning techniques
- Understanding or worked in any one of the AI modalities: NLP or Computer Vision
- Worked on any one of the frameworks: PyTorch or TensorFlow
- Ability to build algorithms/architectures from ground up using any of the framework
- Understanding of OOPs concepts
- Experience in Linux based operating systems
- Basic understanding of full stack development with any choice of technology stack
- Basic understanding of Data Structures and Algorithms
- Experience in version control software, Git
- Group Term Life Insurance.
- Group Health Insurance.
- Group Personal Accident Insurance.
- Entitled for 22 days of vacation and 7 days of contingency leave annually.
- Employee scholar program.
- Work life balance.
- Car lease program.
- National Pension Scheme
- LTA
- Fuel & Maintenance /Driver wages
- Meal vouchers
- And more!
- Background check and drug screen required
About the Company
At Collins Aerospace, we imagine ways to make the skies and the spaces we touch smarter, safer and more amazing than ever. Our employees tackle... Read more