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1. Python Developer/Trainer

1.1. Job Description:

  • Understanding of business objectives and develop models that help to achieve them.
  • Managing available resources such as hardware, data, and personnel so that deadlines are met.
  • Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability.
  • Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
  • Verifying data quality, and/or ensuring it via data cleaning
  • Supervising the data acquisition process if more data is needed
  • Finding available datasets online that could be used for training
  • Defining validation strategies.
  • Defining the pre-processing or feature engineering to be done on a given dataset
  • Defining data augmentation pipelines
  • Training models and tuning their hyperparameters
  • Analyzing the errors of the model and designing strategies to overcome them
  • Model training with the help of keeras and Tensor Flow.
  • follow the guideline and schedule of the course given by the management team and contributes in changings
  • of guideline with personal experience.
  • Assign regular tasks to students.
  • committed to deliver best in class training according to project.
  • punctual on the time slots assigned by management after proper coordination regarding availability.
  • prepare reports of student’s performance on the results of the tasks and handover it to management.

1.2. Skills and Qualification

  • proficiency with deep learning frameworks such as Tensor Flow and keeras.
  • Minimum two to three years working experience with ML Algorithm and machine learning.
  • Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
  • Expertise in visualizing and manipulating big datasets
  • Proficiency with OpenCV
  • Familiarity with Linux
  • Ability to select hardware to run an ML model with the required latency
  • Priority would be given to those who have trained and implemented different deep learning models.

 

 

To apply for this job email your details to hr@codeschoolofanalytics.com

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