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Senior Software Engineer, Machine Learning Platform
1 month ago
MongoDB is seeking a highly skilled Senior Software Engineer to join our Machine Learning Platform team. As a key contributor to our critical data science and machine learning initiatives, you will design and build a scalable platform to effectively develop, manage, and deploy machine learning models.
Key Responsibilities:- Design and implement end-to-end machine learning infrastructure and productionize machine learning models in large-scale industry settings
- Collaborate with other software engineers, data scientists, and key stakeholders to drive optimization, testing, and tooling to improve ML platform quality
- Perform code reviews with peers and make recommendations on how to improve our code and software development processes
- Design machine learning system architecture that can abstract and automate critical machine learning product lifecycle
- Strong problem-solving skills and a strong sense of ownership and accountability
- Extensive experience in designing and implementing end-to-end machine learning infrastructure and productionizing machine learning models in large-scale industry settings
- Deep understanding of machine learning best practices in areas such as model training, serving, optimization, experimentation, and more
- Experience with working with large-scale data using distributed processing platforms and query engines such as Spark, Ray, and Trino
- Competitive salary range: $118,000—$231,000 USD
- Equity, participation in the employee stock purchase program, flexible paid time off, 20 weeks fully-paid gender-neutral parental leave, fertility and adoption assistance, 401(k) plan, mental health counseling, access to transgender-inclusive health insurance coverage, and health benefits offerings
