Data Scientist - QuantumBlack, AI by McKinsey

at  McKinsey Company

Johannesburg, Gauteng, South Africa -

Start DateExpiry DateSalaryPosted OnExperienceSkillsTelecommuteSponsor Visa
Immediate25 Dec, 2024Not Specified30 Sep, 2024N/ALeadership,Hadoop,Algorithms,Excel,Model Development,Extracurricular Activities,Awk,Spark,Ruby,Spss,Intelligence,Sas,Access,Machine Learning,Analytics,Computer Science,Mathematics,Communication Skills,RNoNo
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Description:

Do you want to do work that matters, alongside supportive leaders who will help you grow faster than you ever thought possible? Are you a creative problem-solver who is energized by challenges? You’ve come to the right place.

YOUR QUALIFICATIONS AND SKILLS

  • Bachelor’s, masters or PhD level in a discipline such as: computer science, machine learning, applied statistics, mathematics, engineering or artificial intelligence
  • Up to 3 years of professional experience in applying machine learning and data mining techniques to real problems with copious amounts of data
  • Programming experience (focus on machine learning): R and/or Python (must), SPSS, SAS, Ruby, Hadoop (valued)
  • Data treatment/data mining, e.g. SQL, AWK, Access, Spark, Excel (highly valued)
  • Statistical knowledge is a plus
  • Demonstrated aptitude for analytics
  • Proven record of leadership in a work setting and/or through extracurricular activities
  • Ability to prototype statistical analysis and modeling algorithms and apply these algorithms for data driven solutions to problems in new domains
  • Ability to independently own and drive model development, balancing demands and deadlines
  • Demonstrated aptitude for analytics
  • Good presentation and communication skills, with the ability to explain complex analytical concepts to people from other fields
  • Willingness to travel

Responsibilities:

  • Work on complex and extremely varied data sets from some of the world’s largest organisations to solve real world problems
  • Develop data science products and solutions for clients as well as for our data science team
  • Write highly optimized code to advance our internal Data Science Toolbox
  • Work in a multi-disciplinary environment with specialists in machine learning, engineering and design
  • Focus on modelling by working alongside the Data Engineering team
  • Add real-world impact to your academic expertise, as you are encouraged to write papers and present at meetings and conferences should you wish
  • Take part in R&D (video: R&D at QuantumBlack); attend conferences such as NIPS and ICML as well as data science retrospectives where you will have the opportunity to share and learn from your co-workers
  • Work in one of the most advanced data science teams globally


REQUIREMENT SUMMARY

Min:N/AMax:5.0 year(s)

Information Technology/IT

IT Software - System Programming

Software Engineering

Phd

Proficient

1

Johannesburg, Gauteng, South Africa