Senior Machine Learning Engineer
Description For Senior Machine Learning Engineer
Snyk is revolutionizing the world of developer security. As a Machine Learning engineer in our Machine Intelligence team, you'll be at the forefront of building best-in-class products like Snyk DeepCode AI Fix. This role requires a deep understanding of language model optimizations and the ability to run and own experimentation end-to-end. You'll design and implement machine learning models at the intersection of program analysis and language processing, develop and optimize production-grade pipelines, and lead cross-team collaborations. The ideal candidate has 3+ years of industrial-level ML experience, is fluent in C++ and Python, and has expertise in model optimization and experimentation processes. You'll work in a dynamic environment that values collaboration, empathy, and forward-thinking. Snyk offers a range of benefits including flexible working hours, generous vacation time, health benefits, and opportunities for learning and self-development. Join us in our mission to make the digital world a safer place by empowering developers to develop fast and stay secure.
Responsibilities For Senior Machine Learning Engineer
- Design, implement, and maintain machine learning models for code analysis and program understanding
- Develop and optimize production-grade pipelines for scalability and efficiency
- Optimize existing machine learning models
- Lead cross-team collaborations to integrate ML solutions into products and services
- Own features end-to-end, from ideation to production
Requirements For Senior Machine Learning Engineer
- Fluency in C++ and Python
- ML-serving savviness (e.g., Triton/TensorRT/ONNX/llama.cpp)
- Experience in creating and maintaining production-grade data, training, and evaluation pipelines
- Expertise in model optimization
- Ability to manage experimentation processes end-to-end
- Familiarity with build systems (e.g., Bazel), CI/CD pipelines
- High testing standards
Benefits For Senior Machine Learning Engineer
- Flexible working hours
- Work-from-home allowances
- In-office perks
- Time off for learning and self-development
- Generous vacation and wellness time off
- Country-specific holidays
- 100% paid parental leave for all caregivers
- Health benefits
- Employee assistance plans
- Annual wellness allowance
- Country-specific life insurance
- Disability benefits
- Retirement/pension programs
- Mobile phone allowance
- Education allowance
