Data Scientist

Company Name: Adobe
Location: San Jose, CA
Date Posted: 05th Sep, 2015
Description:
  • Develop predictive models on large-scale datasets to address various business problems through leveraging advanced statistical modeling, machine learning, or data mining techniques.
  • Develop and implement scalable and efficient modeling algorithms that can work with large-scale data in production systems
  • Collaborate with product management and engineering groups to develop new products and features.
Qualification:
  • PhD or MS degree in Computer Science, Electrical Engineering, Statistics, Applied Math, Econometrics, Operations Research, or other related fields.
  • Deep understanding of statistical modeling, machine learning, or data mining concepts, and a track record of solving problems with these methods.
  • Familiar with one or more machine learning or statistical modeling tools such as R, Matlab and scikit learn
  • Proficient in one or more programming languages such as Python, Java and C
  • Knowledge and experience of working with relational databases and SQL
  • Strong analytical and quantitative problem solving ability.
  • Excellent communication, relationship skills and a strong team player.

Preferred Qualifications

  • Experience with big data techniques (such as Hadoop, MapReduce, Hive, Pig, Spark)
  • Knowledge of experimental design, ANOVA, statistical inference, and multivariate testing
  • Knowledge of numerical or combinatorial optimization