Summary
Join our team at ZipRecruiter, a leading online employment marketplace, and contribute to changing the way job seekers get hired and how small businesses manage their HR. As a software engineer with data scientists, you will help improve and optimize our platforms for ML pipelines and data infrastructure, develop data pipelines for ML processes, and deploy serving layers for ML models and algorithms.
Requirements
- 10+ years of coding experience with Python / Java
- 5+ years of experience in ML Engineering
- Experience with design, architecture, coding, integration, deployment, and monitoring stages
- Experience with Linux environment, AWS, and Kafka
- Experience in distributed data systems
- Team player with excellent communication skills
Responsibilities
- Develop, integrate and optimize end-to-end ML solutions (data pipelines, training workflows, and serving infrastructure)
- Oversee the quality and performance of ongoing models
- Partner with researchers and domain engineering teams for the exploration and development of ML-driven products
- Deploy, monitor, and support models and services that run in high load for mission-critical products
Preferred Qualifications
- Experience with ML packages, such as TensorFlow, Scikit-learn, etc
- Model optimization techniques - familiarity with testing and hyperparameter optimization tools and frameworks
- Familiarity with concepts of NLP / Deep Learning
Benefits
- Competitive salary
- A fun environment where work-life balance is valued
