Data Scientist

Data Scientist

Township of Piscataway, NJ 2016-11-04 - –

RangTech1 RangTech

Job Description

  • Developing predictive models in the area of marketing
  • Understanding business problems and translating it into data mining problems
  • Applying techniques such as clustering, classification and association
  • The key personnel shall also demonstrate experience using advanced analytic techniques such as modern econometric methods, multivariate statistical analysis, clustering and segmentation, experimental design, optimization and text analytics.
  • Machine learning
  • Fraud detection

Qualifications
Basic:

  • MS in Analytics or Mathematics, Computer Science, Statistics, Industrial Engineering, Operations research, Financial Engineering or related field.
  • Programming skills with either SAS or with ( R, & Python.)
  • Experience/Interest in machine learning, data mining, and predictive analysis
  • Excellent verbal and written communication skills

Desirable:

  • Experience with natural language processing
  • Experience in building production machine learning systems using big data
  • Experience with open-source tools (Hadoop/Pig/Hive, Mahout, R, Weka, etc.)
  • Experience in data visualization and presentation.

Additional Information
All your information will be kept co- MS in Finance, Financial Engineering, Analytics or Mathematics, Computer Science, Statistics, Industrial Engineering, Operations research, or related field.

  • Good understanding of Probability of Default (PD), LGD and EAD modeling technique.
  • Very good understanding of Predictive modeling techniques and their application.
  • Knowledge of Credit life cycle.
  • Statistics and machine learning techniques.
  • Conducted and applied statistical methodologies including linear regression, logistic regression, ANOVA/ANCOVA, CHAID/CART, cluster analysis
  • Team player and collaboration skills.
  • Programming skills in R, SAS, and PYTHON.
  • Fluency with Excel, PowerPoint and Word
  • Strong written and oral presentation / communication skills – must have the ability to convey complex information simply and clearly

    nfidential according to EEO guidelines.

  • To apply for this job please visit tinyurl.com.