Data Scientist at AllTheRooms | Torre
Data Scientist
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AllTheRooms

Data Scientist

AllTheRooms
Posted by
Daniela Velásquez Cadavid
Jessica Tovar
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(28) info
Emma
Emma
AllTherooms Analytics provides the most comprehensive insight into the accommodations and vacation rental markets.
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Full-time

Legal agreement: Contractor

Currency exchange and taxes to be paid by:

Company

Base compensation
USD1.5k - 2.5k/month

+ Cost of coworking covered

+ Periodic retreats

+ Equity

Non-negotiable
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Remote (for Colombia residents)
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Posted over 4 years ago

Requirements and responsibilities

We'd like to work with someone who: - Has extensive skills in Python scripting. You understand when to move from a notebook to hard code. Bonus points if you can then wrap that code into a robust deployment pipeline. - Has excellent knowledge of SQL and relational databases (Postgres preferred). - Has experience with data cleaning and data wrangling. - Has strong background in data science and statistics. You know the difference between a Poisson and Beta distribution when to go non-parametric and solutions to model time series data. - Has knowledge of pandas, NumPy, scipy and scikit-learn. If you wanted to code a basic neural network from first principles you could, but you know that PyTorch is a great tool to use instead. You understand how Facebook Prophet works and can apply it to time series data. - Knows a thing or two about data visualization; Seaborn in Python or maybe you are able to make beautiful plots in R. - Has a testing-based workflow and can implement tests in Python using Unittest or Pytest. - Strong English skills and feels comfortable communicating with clients. - Has had experience working with GIS data before.
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