Machine Learning Engineer (1555)

Published on Sep 07, 2021

An Outsource company with office in Kyiv, Ukraine.

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5+ years
Job Type:
Data Engineering
Deep Learning
Data Science & AI

What You Will Do Responsibilities
  • Analyze and improve existing data science modules
  • Design new machine learning modules according to requirements
  • Research and advise on appropriate ML algorithms, tools and integration/deployment strategies
  • Select appropriate datasets and data representation methods
  • Run machine learning tests and experiments
  • Use test results to perform statistical analysis and fine-tuning
  • Train and retrain systems when necessary
  • Extend existing ML libraries and frameworks
  • Keep abreast of developments in the field

What You Should Bring
  • 5+ years of relevant experience with a proven track record of developing algorithms and machine learning products for production ready recommendation or prediction systems using languages and big data platforms such as Scala, Python, R, Java, Spark, Cassandra, and Hadoop.
  • Deep understanding and experience in Big Data concepts
  • Extensive knowledge of ML frameworks, libraries (e.g. Scikit, Numpy, Pandas, TensorFlow, R ML packages), tools (AWS EMR, Databricks, Knime, etc), data structures, data modeling concepts
  • Able to organize and architect ML modules
  • In-depth knowledge of mathematics, statistics, and algorithms (Random Forests, General Linear Regression, Elastic Nets, Clustering, and NLP)
  • Superb analytical and problem-solving abilities
  • Great communication, collaboration skills, time management and organizational abilities
  • BS/MS in Computer Science, ML, Mathematics, or related field and/or equivalent work experience
  • 1+ projects playing the lead role in architecting/designing middle-tier, ML or database layers for a new application.
  • Design/use schemas in various data storage platforms (MySQL, DataLake, S3, Snowflake)
  • Experience in design/development of RESTful APIs in Java(Spring)
  • Experience in front-end development (React/Redux)

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