Machine Learning Engineer

We use models and algorithms of machine-learning and deep-learning to find candidates for a job, and get the job information to reach the candidate as quickly as possible to allow the employer to reach the best candidates in the least possible time.

With data such as a billion+ historical job postings, tens of millions of active job seekers interacting with our system, and hundreds of billions of impression and click events, there are incredible opportunities to use your skills to build new data-driven features. Working at ZipRecruiter, you will be helping literally millions of people find their dream job

This is a unique opportunity to work on the full life cycle of ML, you will design, build, and optimize our platforms for ML pipelines, data infrastructure, and scaling our models from research to production, you will work closely with data-scientists in various disciplines – search, match, NLP, ML, and DL.

Key focuses

• Develop, integrate and optimize end to end ML pipelines, oversee the quality and performance of ongoing models
• Partner with researchers and domain engineering teams for development, exploration, and research of ML driven products
• Build, deploy, monitor, and support models and services that run in high load in critical mission products.
• Provide feedback and interact with infrastructure teams to help automate and scale algorithms.

Minimum Requirements

• At least 5+ years of coding experience with at least one of the following: Java, Python, Scala. Experience with ML and NLP software packages and tools, at least one of Scikit-learn, TensorFlow, spaCy, NLTK, etc.
• End to end experience – owning feature from an idea stage, through design, architecture, coding, integration, deployment, and monitoring stages
• Model optimization techniques – familiarity with testing and hyperparameter optimization tools and frameworks.
• Familiarity with Deep Learning – an advantage
• Experience with Linux environment, AWS an advantage
• Team player with excellent communication skills