Algorithm R&D Analyst - Python

<p><p><b>Job Description : </b><br/><br/><b>Title : </b> Analyst, Algorithm Research & Development (AI/ML)<br/><br/><b>Experience : </b> 2 to 5 years <br/><br/><b>Location : </b> Chennai <br/><br/><b>Hybrid work mode</b><br/><br/><b>Must have : </b><br/><br/>- Python<br/><br/>- C#<br/><br/>- Machine Learning <br/><br/>- Background in software architecture, modern development practices, and design patterns exp<br/><br/><b>Education/qualification : </b> Preferably from premier Institute like IIT, IISC, IIIT and BITS, NIT.<br/><br/><b>Role And Responsibilities : </b><br/><br/>- Design and develop machine learning software solutions for semiconductor device and thin film metrology.<br/><br/>- Work with both internal and external customers to define requirements for these software solutions.<br/><br/>- Build machine learning-based software solutions.<br/><br/>- Optimize algorithms and prototypical solutions for efficient implementation.<br/><br/>- Design, develop, implement, oversee, and adapt API.<br/><br/>- Extend prototypes into fully functional, polished solutions ready for internal and/or external use.<br/><br/>- Implement solutions in Python with TensorFlow.<br/><br/>- Write comprehensive unit tests and provide technical support during alpha and beta testing.<br/><br/>- Document the design and implementation of the software solutions, and give presentations both internally and externally regarding the work.<br/><br/>- Maintain new and existing software solutions throughout the life-cycle of our tools.<br/><br/><b>Preferred Qualifications : </b><br/><br/>- Strong background in machine learning using regression models and TensorFlow framework.<br/><br/>- Background in software architecture, modern development practices, and design patterns.<br/><br/>- Background in Python or C#, especially in writing production-quality, object-oriented code.<br/><br/>- Background in parallel / distributed computing, performance profiling, and memory optimization.<br/><br/>- Experience in API development is a plus.<br/><br/>- Experience in Azure DevOps is a plus.<br/><br/>- Experience in computational physics and numerical simulations is a plus.<br/><br/>- Experience in semiconductors (electrical properties, manufacturing, and metrology) is a plus.<br/><br/>- Ability and willingness to travel worldwide to support projects at customer sites is a plus.</p><br/></p> (ref:hirist.tech)