Job Description:
We are looking for an Machine Learning Engineer to help us extract value from tons of Solidigm production data and apply the AI/ML technologies (e.g. classification, regression via structured data and image data) into the real-world production. You will practice in all the processes from requirement analysis, data collection, cleaning, and preprocessing, to training models and deploying them to production. In this role you will:
- Work with Solidigm internal and external teams to analyze problems and develop innovative ML solutions
- Design advanced machine learning models that solve real-world problems and validate ML solutions end-to-end
- Implement scalable data pipelines, optimize models for performance and accuracy, and ensure they are production-ready
- Monitor and maintain deployed models to ensure they continue delivering value
- Deploy client webs/applications to present issues and solutions
- Strong foundation in data structures, algorithms, and software development.
- Experienced in building, deploying and running Machine Learning applications or services
- Proficiency in implementing data-intensive pipelines and applications using programming languages such as Python, Java, etc.
- Experience with various coding languages and databases such as Python, C#, JS, C++, SQL, S2, etc.
- Bachelor or above in Computer Science, Machine Learning, Data Science, or a related fields
- Minimum 5 years related working experience
- Fluency in English communication
