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AI & ML Engineering

Teko is looking for a highly motivated AI and ML engineer. This position is responsible for designing and implementing ML solutions on e-retail and e-commerce use cases. You'll be collaborating closely with our engineers and must be able to work efficiently across various teams.

Responsibilities

  • Collaborate with multiple teams and build automated solutions.
  • Develops AI/ML solutions by delivering working and re-usable python code.
  • Build, debug, train/test and maintain AI and ML algorithms and pipelines in python.
  • Implement and port ML algorithms from papers, blogs and other publications/sources.
  • Document AI/ML solutions in a clear and understandable way
  • Explain and Share AI/ML results with blogs and demos
  • Deep understanding of Algebra, Calculus and Statistics
  • Deep understanding of Machine Learning principles such as:
    • bias/variance tradeoff,
    • cross validation,
    • under/over fitting,
    • loss functions,
    • back propagation,
    • convolution,
    • decision trees,
    • search algorithms,
    • graph algorithms,
    • multi-armed bandits,
  • Proficient in Python
  • Knowledged of
    • Keras
    • TensorFlow
    • Scipy, Numpy, Pandas
    • Scikit Learn
    • Xboost
  • Develop ML APIs:
    • Pragmatic approach
    • Lean and incremental design
    • Engineering first
    • Curious and crafty

Preferred Qualifications

Excellent verbal and written communication skills; strong attention to detail Passion to automate more, learn new software tools and technologies Natural aptitude for both teaching and learning from others in a collaborative team environment

Hiring Test

Build an OCR system using keras which is able to correctly convert this jpeg image to text. Reference: 20'000 leagues under the sea

Contact

Provide the repo (github, gitlab, etc) of your solution to the hiring test, attach your latest CV to your email and send it to tuyendung@teko.vn hashtag #datateam in the subject line

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