Senior Machine Learning Engineer

Engineering San Francisco, California


Description

Our mission is to help people everywhere find a job and company they love.  We are disrupting an industry by changing how people search for jobs and how companies recruit top talent. 

Machine learning is core to our mission of building the best jobs product in the world. You will work with engineers and data scientists to build state of the art algorithms for optimizing job search and user experience. The ideal candidate will have a deep understanding of machine learning techniques and experience implementing those models at large scale in real world applications.

Key Responsibilities:

  • Work with the team of engineers and data scientists to improve relevance ranking for job listings within search
  • Define, research and implement entity recognition and query understanding features to optimize the search experience
  • Create personalized recommender systems for various types of content, such as jobs, salaries and employers
  • Define and implement entity extraction from our multi-lingual job description data-set
  • Be the thought-leader for how we could use data and predictive algorithms to increase user engagement and search revenue

Key Qualifications:

  • 3+ years of experience applying machine learning solutions to solve business problems. 
  • Hands-on experience with supervised and unsupervised machine learning algorithms for regression, classification, and clustering
  • Hands-on experience using structured and unstructured data.
  • Strong engineering experience in Java, C, or C++.
  • Excellent problem solving and analytical skills.
  • Familiar with search (information retrieval, NLP, Solr/ Lucene)
  • Experience with analyzing large data sets, using Hadoop, Spark or related technologies a plus.
  • Familiar with classical statistics and time series analysis
  • Excellent written and verbal communication skills
  • B.S. or M.S. in Computer Science or a related field

Why Glassdoor?

  • Work with purpose – join us in creating transparency for job seekers everywhere
  • Glassdoor gives back! Glassdoor is a Pledge 1% member; all employees receive 3 paid volunteer days per year
  • 100% company paid medical/dental/vision/life coverage, with 85% dependent coverage
  • Equity in a late stage startup backed by top-tier VCs
  • Conveniently located office in the heart of downtown San Francisco (Embarcadero)
  • Fully-stocked break rooms with complimentary food and drinks
  • Paid holidays and flexible paid time off
  • Your choice between Mac or PC

Glassdoor is committed to equal treatment and opportunity in all aspects of recruitment, selection, and employment without regard to gender, race, religion, national origin, ethnicity, disability, gender identity/expression, sexual orientation, veteran or military status, or any other category protected under the law. Glassdoor is an equal opportunity employer; committed to a community of inclusion, and an environment free from discrimination, harassment, and retaliation.