Machine Learning Engineer

machine learning, data science
Full Time, FTE
Negotiable
Telecommuting not available Travel not required

Job Description

Our Client is seeking a Machine Learning Engineer to support their internal Innovation, Research and Development (IRD) team. This team provides software development, algorithm development, and big data analytics that guide strategic business decisions for our customers, helping them use data effectively.

 Job Duties and Responsibilities:

 Experience with analytics techniques and methods, software languages, and big data technologies

  • Define relevant use cases, formulate creative approaches, analyze results, draw conclusions, and present recommendations that enable data-driven decisions and insights

 Knowledge, Skills and Abilities:

 MS or PhD in Mathematics, Physics, Computer Science with a specialization in data analysis/machine learning/data science, strongly preferred

  • Ability to apply a broad range of algorithms to varied data science problems
  • Expertise in machine learning theory and practice with a solid understanding of machine learning algorithms
  • Experience in the following:
    • Applying regression, classification and clustering algorithms to varied types of data
    • Supervised and unsupervised learning
    • Use of data science languages such as R, Python, etc
    • Building and testing predictive models
    • Applying very large amounts of training data sets to train models
  • Working knowledge of various text mining algorithms and their use-cases [e.g., keyword extraction, PLSA, LDA, HMM, CRF, deep learning and recurrent ANN, word2vec/doc2vec and Bayesian modeling]
  • Strong understanding of text pre-processing and normalization techniques, such as tokenization, POS tagging and parsing and how they work at a low level
  • Strong understanding of testing and tuning models

Posted By

Tom Merkel

2010 Corporate Ridge, Suite 700 McLean, VA, 22102

Dice Id : 10382761
Position Id : 222163
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