Machine Learning Solutions Architect
2 weeks ago
Sykatia Technologies Pvt Ltd is seeking a highly skilled Machine Learning Solutions Architect to join our team. As a key member of our AI team, you will research and develop commercial AI log detectors/analyzers to identify abnormal patterns in production logs, learn and customize existing AI/ML models to fit our use case, optimize and enhance models for improved performance and accuracy, evaluate and validate model performance using appropriate metrics and validation techniques, and collaborate with cross-functional teams to integrate AI solutions into existing systems and workflows.
Responsibilities:
- Research and develop commercial AI log detectors/analyzers to identify abnormal patterns in production logs
- Learn and customize existing AI/ML models to fit our use case
- Optimize and enhance models for improved performance and accuracy
- Evaluate and validate model performance using appropriate metrics and validation techniques
- Collaborate with cross-functional teams to integrate AI solutions into existing systems and workflows
Requirements:
- 10+ years of experience in software development with a focus on AI/ML
- Bachelor's, Master's, or PhD degree in Computer Science or a related field
- Proficiency in English communication, both written and verbal
- Proficiency in coding in one or more of the following languages: Python, Golang, C++, Java
- Experience with ML frameworks and libraries such as TensorFlow, PyTorch, scikit-learn, etc.
- Experience with data preprocessing techniques and tools
Salary Range: $130,000 - $180,000 per annum
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