Data Scientist Machine Learning 514 views

BYKEA - Karachi

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Job Description:

  What you will do:
  • Extract stories from database and to build visualization for management.
  • Explore and extract insights from massive dataset of geospatial, behavioral, economic, and the interaction of millions of passengers, parcel and drivers and tens of thousands of trips per day from 3 cities
  • Build, validate, test, and deploy machine learning or other data science models to predict and influence the behavior of supply and demand with the goal of optimizing system efficiency of the platform
  • Overlay heats maps of demand & supply and implement surge pricing
  • Develop creative algorithms by employing machine learning and other data science techniques
  • Collaborate with other data scientists, software engineers, and business operation teams
Education, Experience Level and Skills required
  • Ph.D. graduate, or Masters or similar certification (with at least 3 years of experience), in Computer Science, Computer Engineering, or Mathematics/Statistics
  • Understanding basic query language to extract data from various places
  • Understanding of machine learning, deep learning, data mining, algorithmic foundations of optimization
  • Experience with machine learning framework (scikit-learn, Spark MLlib etc)
  • Experience of using R, Matlab, Jupiter Notebook or similar open source statistical tools
  • Basic understanding of one or more of the following programming languages: Python, R, Scala.
  • Experience or knowledge in Economics will be advantageous
  • Experience working with retail or e-commerce data is a preferred
 

More Information

  • Country PK - Pakistan
  • Job Location Karachi
  • Years of Experience 4 years-6 years
  • Minimum Qualification Bachelor's
  • Specific Degree Title Software Engineering / Games & Application / Web Development
  • Job Category Software Engineering / Games & Application / Web Development
  • Job Shift Day Shift
  • Positions Available 1
  • Age Requirement 30 - 35 Years
  • Gender Requirement Doesn't matter
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WE operate in geographies where there are more motorcycles than cars.

We do not believe the future of cities is more clogged roads with cars. Congestion can be solved with more bicycles, motor bikes or electric bikes.

Smartphones and two wheelers are the two most expensive assets owned by the majority of the people in the countries we operate in. Bykea brings technology to leverage these assets for optimal utility, to bring a source of income to a family otherwise bereft of the power of the internet to make a Livelihood.

We are on a mission to help bring economic prosperity and the most efficient transport and logistics to emerging economies. 

Information
  • Industry IT / Software & Games / Internet
  • Company Address Head Office : 4th Floor, Office # 401, Ebrahim Estates, Near Baloch Colony Bridge, Shahrah-e-Faisal, Karachi, Pakistan
  • No of Employees 50 - 100
  • Operating Since 01/01/2016