Machine Learning/AI Engineer
San Diego, CA

Job Description

Responsibilities:

* Analyze, design, develop, test, troubleshoot and document complex data systems that may involve one or more of the following: data mining, predictive models, machine learning, data-drive decision making and other related concepts
* Providing technical input to internal teams regarding data discovery, planning and processing
* Anticipate business needs and work proactively to improve data management processes and collaborate with developers to implement improvements
* Keep current with outside advancements in data science techniques and inject developments as appropriate

Requirements:

* Minimum 7 years of industry experience for Master's candidates or 4 years for Ph.D. candidates
* Minimum 4 years of data science experience in industry for Master's candidates or 2 years for Ph.D. candidates
* Experience in creating and applying advanced statistical methods and machine learning algorithms such as: data mining, regression, clustering, simulation, scenario analysis, neural networks and decision trees
* Experience creating simple, concise visualizations of data and presenting to stakeholders through visualization software such as Tableau, PowerBI, Periscope, or other similar software
* Minimum of 4 years of programming experience (C, C++, Java, Python, R)
* Minimum of 4 years of experience with relational databases and SQL
* Experience with statistical or computational mathematics tools (SAS, R, Jmp, Matlab)
* Strong interpersonal and communication skills (both written and oral) including the ability to communicate complex technical/statistical concepts to a non-technical audience

Preferred Qualifications:

* Experience leading or collaborating with a team of data scientists in developing and delivering machine learning models that work in a production setting
* Experience working with large data sets and tools like MapReduce, Hadoop, Hive, etc
* Experience with web services such as AWS, Redshift, S3, and/or Spark connecting to data using API's
* Experience connecting and analyzing data from multiple business applications(SAP, SFDC, IBM Cognos)
* Systems engineer or reliability engineering experience
* Ability to work in a global collaborative team environment
* Excellent verbal and written communication skills in English

Listed responsibilities are an essential, but not exhaustive list, of the usual duties associated with the position. Changes to individual responsibilities may occur due to business needs.

Illumina believes that everyone has the ability to make an impact, and we are proud to be an equal opportunity employer committed to providing employment opportunity regardless of sex, race, creed, color, gender, religion, marital status, domestic partner status, age, national origin or ancestry, physical or mental disability, medical condition, sexual orientation, pregnancy, military or veteran status, citizenship status, and genetic information. If you have a disability or special need that requires accommodation, please contact us at applications@illumina.com. To learn more, visit: https://www.dol.gov/ofccp/regs/compliance/posters/pdf/eeopost.pdf