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Senior Machine Learning Engineer, Search

Location: San Francisco (San Francisco)         posted: 06.05.19

Glassdoor, Inc.  F/T:  

Job Title: Senior Machine Learning Engineer, Search  

Location: San Francisco

Job Duties:

Work with team of machine learning engineers and data scientists using the latest open source technologies and frameworks such as Apache Solr, Spark, Tensor Flow, Cassandra to improve relevance ranking for job listings within search, and provide unique insights optimized for scale and performance. Utilize machine learning techniques to create and implement models at large scale in real world applications to personalize user’s job search experience. Define, research and implement entity recognition and query understanding features to optimize the search experience. Define and implement entity extraction from our multi-lingual job description data-set.  Develop, utilize use data and predictive algorithms to increase user engagement and search revenue. Apply machine learning solutions to solve business problems; machine learning algorithms for regression, classification, and clustering; utilize structured and unstructured data, engineering in Java, search domain (Information retrieval, NLP, Solr/ Lucene or related tech). NoSQL solutions such as Cassandra, Redis. Analyze large data sets, using Hadoop, Spark and related technologies. Apply classical statistics and time series analysis.

 

Requirements: 

Masters in Engineering, Information Science & Engineering, Computer Engineering or a related degree, or the foreign academic equivalent degree, plus three years of experience as a  Software Search Relevance Engineer, Software Engineer, Software Developer or any suitable combination of education, training, or experience is acceptable (Bachelor’s degree in Engineering, Information Science & Engineering, Computer Engineering or a related degree, or the foreign academic equivalent degree, and five years of progressive post baccalaureate experience as a Software Search Relevance Engineer, Software Engineer, Software Developer will substitute for Master’s degree in Engineering, Information Science & Engineering, Computer Engineering or a related degree, and three years of such experience). Experience must include:

 

Working on NLP, Information Retrieval problems.

Building Machine Learning features and models

 

Query Understanding, Query classifier/Attribute understanding

 

Solr, Cassandra, Hive, Hadoop, Spark, Java

 

Mail Resume: Glassdoor, Attn: Recruiting, 100 Shoreline Hwy, Bld. A, Mill Valley, CA 94941; Job 1904

 

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