Deskripsi Pekerjaan

Job Responsibility:

• Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
• Analyzing the ML algorithms that could be used to solve a given problem.
• Exploring and visualizing data to gain an understanding of it.
• 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.
• Defining the preprocessing or feature engineering to be done on a given dataset.
• Defining validation strategies.
• Training models and tuning their hyperparameters.
• Analyzing the errors of the model and designing strategies to overcome them.
• Deploying models to production.

Job Requirements:

• Proficiency with a Deep Learning Framework such as TensorFlow or Keras.
• Proficiency with Python and basic libraries for machine learning such as sci-kit-learn and pandas.
• Proficiency with data visualization libraries such as seaborn, matplotlib, etc.
• Proficiency with SQL and database structure.
• Proficiency with Probability and Statistic.
• Proficiency with OpenCV.
• Familiarity with at least one of the Python web frameworks (Flask, Django, etc).
• Familiarity with Linux.
• Familiarity with Cloud Platforms such as Google Cloud Platform and Alicloud.
• Familiarity with CI/CD.
• Ability to collaborate and communicate with various stakeholders.
• Able to demonstrate Critical Thinking.
• Experience with time series forecasting.
• Experience with model monitoring.

General Requirements:

• A final-year student or recent graduate.
• Available minimum of 3 months doing internship program.
• Excellent verbal and written communication skills.

Location:

Gedung Artha Graha Building, Jl. Jenderal Sudirman, Senayan, Kebayoran Baru, South Jakarta City, Jakarta 12190