Software Architecture and Machine Learning Engineer
2 weeks ago
We are seeking an experienced Software Architecture and Machine Learning Engineer to join our global security platform development team in Bangalore.
About the RoleThe successful candidate will be responsible for developing, sustaining, and enhancing the technical architecture of our cloud-based platform and its applications. This includes designing machine learning systems, researching and implementing appropriate ML algorithms and tools, developing machine learning applications according to requirements, and collaborating with engineering and product development teams.
Responsibilities- Study and transform data science prototypes to create innovative solutions
- Design and develop machine learning systems to improve global security
- Research and implement appropriate machine learning algorithms and tools to support the platform's growth
- Develop high-quality machine learning applications that meet customer needs
- Select and prepare suitable datasets and data representation methods for effective machine learning
- Run machine learning tests and experiments to validate results
- Perform statistical analysis and fine-tuning using test results to optimize system performance
- Train and retrain systems as needed to ensure optimal performance
- Extend existing machine learning libraries and frameworks to support new features and capabilities
- Stay up-to-date with the latest developments in machine learning and artificial intelligence
- At least 10 years of experience in software architecture and machine learning engineering
- Proven expertise in AI/ML/DL algorithms and techniques
- Bachelor's degree in Electrical/Electronics Engineering, Computer Engineering/Science, or equivalent; Master's degree preferred
- Deep understanding of data structures, data modeling, and software architecture
- Excellent analytical and problem-solving skills
- Ability to write robust code in Python, Java, R, and MATLAB
- Familiarity with popular machine learning frameworks (e.g., Keras, PyTorch) and libraries (e.g., scikit-learn)
- Strong communication and collaboration skills
- An estimated salary range of $120,000-$180,000 per year, depending on experience
- A comprehensive benefits package, including health insurance, retirement savings plan, and paid time off
- Opportunities for career growth and professional development
- A dynamic and inclusive work environment
- A chance to work on cutting-edge projects that make a real impact on global security
Note: Salary estimates may vary based on individual circumstances and qualifications.
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