drjobs Data Scientist Defense Areospace

Data Scientist Defense Areospace

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1 Vacancy
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Job Location drjobs

India

Salary drjobs

Not Disclosed

drjobs

Salary Not Disclosed

Vacancy

1 Vacancy

Job Description

Position Responsibilities:
A data scientist will develop machine learning data mining statistical and graphbased algorithms to analyze and make sense of datasets; prototype or consider several algorithms and decide upon final model based on suitable performance metrics; build models or develop experiments to generate data when training or example datasets are unavailable; generate reports and visualizations that summarize datasets and provide datadriven insights to customers; partner with subject matter experts to translate manual data analysis into automated analytics; implement prototype algorithms within production frameworks for integration into analyst workflows.
Required Degree and Experience:
Bachelors degree in a quantitative discipline (e.g. statistics mathematics operations research engineering or computer science) 7 years of experience Masters Degree 5 years of experience or PhD 2 years of experience
Required Skills:
  • Programming experience with data analysis software such as R Python SAS or MATLAB.
  • Develop experiments to collect data or models to simulate data when required data are unavailable.
  • Develop feature vectors for input into machine learning algorithms.
  • Identify the most appropriate algorithm for a given dataset and tune input and model parameters.
  • Evaluate and validate the performance of analytics using standard techniques and metrics (e.g. cross validation ROC curves confusion matrices).
  • Oversee the development of individual analytic efforts and guide team in analytic development process.
  • Guide analytic development toward solutions that can scale to large datasets.
  • Partner with software engineers and cloud developers to develop production analytics.
  • Develop and train machine learning systems based on statistical analysis of data characteristics to support mission automation.

data visualization,datasets,graph-based algorithms,statistical analysis,data,machine learning,feature engineering,r,performance evaluation,algorithm development,cloud development,sas,data mining,matlab,python,analytics,defense,polygraph

Employment Type

Full Time

Company Industry

Key Skills

  • Laboratory Experience
  • Immunoassays
  • Machine Learning
  • Biochemistry
  • Assays
  • Research Experience
  • Spectroscopy
  • Research & Development
  • cGMP
  • Cell Culture
  • Molecular Biology
  • Data Analysis Skills
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