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IT/Technical & Product Development
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Elsevier
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TEC001AL Requisition #

Do you want to build a cutting-edge data, analytics & content discovery platform using the latest machine learning, deep learning and advanced information retrieval techniques? Do you want to apply data science principals to extract knowledge from the world’s largest medical and scientific knowledge base? Do you want to build the future of healthcare technology? If the answer is yes, then Elsevier is the place for you…

 

You are a very talented senior data scientist who combines strong algorithm design and problem-solving acumen with well-honed engineering and coding skills. You have demonstrated a track record of creating elegant solutions to solve complex problems and the ability to convert solutions to top-class code. And, demonstrated an ability to succeed in a dynamic, fast-paced environment. At Elsevier, your skills and talent will build scalable, high-performing platform services that are at the core of Elsevier’s Health business. You will be responsible for reducing vast and disparate data sets into categorized and useful summaries and knowledge representations, especially knowledge graphs. In addition, you will be responsible for translating data into meaningful insights to help improve user outcomes and experiences, drive product development, and support overall business activities.

 

Elsevier is the world's leading provider of scientific, technical and medical (STM) information, tools and resources. Elsevier employs over 7,000 people in more than 70 offices worldwide.

 

Key responsibilities: 

  • Algorithm design and optimization.
  • Data analytics working with a variety of data sources.
  • Design & implement knowledge graphs and knowledge representation models.
  • Apply machine learning (incl. deep learning) to identify patterns in data and build models to drive creative solutions.
  • Design and implement key components of the data, analytics and content discovery platform.
  • Write top-class code that passes rigorous peer review.
  • Design and implement unit tests, functional tests, and regression tests to validate software functionality.
  • Complete complex bug fixes.
  • Keep abreast of new technology developments; apply those techniques for enhancing the system.
  • Interface with the product owner(s) and other technical personnel to groom and finalize requirements.
  • Continually explore methods to enhance code quality and system quality (e.g. automation)
  • Suggests product and project features that understand and meet customer and business needs based on data analysis of product usage patterns and activity.
  • Work with external partners and represent Elsevier at key industry events and with key constituencies especially in Healthcare technology.

Experience & Qualifications:

  • Strong analytical and problem-solving skills.
  • Advanced algorithm design and optimization skills.
  • Working knowledge of data analysis algorithms in all major areas including clustering, association, dimensionality reduction, anomaly detection, prediction, and regression.
  • Practical knowledge of machine learning including supervised or unsupervised learning techniques and algorithms.
  • Expertise in knowledge representation and knowledge graphs.
  • Expertise in data structures and practical application of data structures.
  • Expert coding skills including demonstrated rigor in maintaining high code quality.
  • Demonstrated ability to unit, functional and regression test code to meet high code standards.
  • Expertise in building scalable and high-quality software using Java, Scala, Python or C#/C++.
  • Expertise in performance tuning and scaling a software system.
  • Experience implementing search solutions with technologies such as SOLR, Elasticsearch, Lucene is preferred.
  • Practical knowledge of source control and collaborative tools such as Git.
  • Demonstrated ability to be adaptable and successful in a fast-paced environment. 
Elsevier is the world's leading provider of scientific, technical and medical (STM) information, tools and resources. A global company based in Amsterdam, Elsevier partners with scientists, researchers, healthcare providers, educators and decision-makers in academic institutions, governments and corporations to help them find, evaluate and use information. Our breadth of content is unparalleled, spanning virtually every STM field in the world and includes such distinguished brands as Gray's Anatomy, The Lancet and Cell. Using innovative technology, we deliver our content through tools that help our customers be more productive and successful in their work. ScienceDirect delivers the worlds' leading journals electronically to over 11 million readers in 200 countries. And physicians in 95 percent of teaching hospitals rely on ClinicalKey to get critical information that can save lives. 

Elsevier employs over 7,000 people in more than 70 offices worldwide. We are an employer of choice, attracting and developing talented and creative people who thrive in a challenging and fast-paced environment. We offer an excellent compensation and benefits package as well as a real opportunity for career growth in a growing organization. Elsevier is an equal opportunity employer: qualified applicants are considered for and treated during employment without regard to race, color, creed, religion, sex, national origin, citizenship status, disability status, protected veteran status, age, marital status, sexual orientation, gender identity, genetic information, or any other characteristic protected by law. If a qualified individual with a disability or disabled veteran needs a reasonable accommodation to use or access our online system, that individual should please contact 1.877.734.1938 or accommodations@relx.com.

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