Algorithm Engineer- Operational optimization direction
2219 views
Posted date 29th April, 2021 Last date to apply 10th September, 2021
Country China Locations Shanghai
Category Software Development
Type Full Time Positions 2
Status Closed

As the quality software engineers are in-demand around the world- some of the chinese companies are actively looking to hire people from Pakistan that will be placed in the company head office in Shanghai China.

If you believe, you’ve right expertise in your field and want to explore options to work in China, then make an impressive profile on BrightSpyre and apply for these positions.


Job description:

  • Based on  massive  data  and   real   needs  and   pain   points,   use  artificial intelligence/machine learning/operational research and other means to optimize problems in  real scenarios,  including but not limited to personnel scheduling, equipment scheduling, etc., to ensure nodal tasks are completed
  • Develop data analysis strategies to extract maximum value from data through machine learning/deep learning, statistical analysis or optimization methods
  • Collaborate with product development team, responsible for scheduling related data analysis, modeling, optimization algorithm design and development, validation and go-live
  • Continuously learning and researching cutting-edge technologies in machine learning and artificial intelligence, and applying them to practical work
  • Experience in industry optimization is preferred, such as airport flight guaranteed task scheduling, factory production resource scheduling, path planning problems, etc.

Job requirement:

  • 3-5 years of experience in Operations Research, Statistics, Computer Science, Industrial Engineering, etc. with a Master's degree or higher
  • Excellent model building skills, proficient in common algorithms and ML/DL algorithms
  • Good programming skills, experience with Python/Java preferred
  • Proficiency in mathematical modeling based on business problems, proficiency in various optimization algorithms and implementation of machine learning tools
  • Familiarity with heuristic and graph algorithms such as GA, PSO, etc.
  • Familiarity with  tools  such  as  Matlab,  PlantSimulation/Flexsim,  Numpy,  SciPy, Matplotlib, or similar tools
  • Proficiency in various types of operations research, simulation/ system dynamics and AMPL tools
  • Experienced  in  resource allocation,  simulation  operation,  demand forecasting, planning, scheduling, etc. Ability to work independently/lead technical teams to complete projects and work with solution,  product and software engineers to implement the whole decision system
  • Have  complete  project  implementation  ideas  in  the  direction  of  precision manufacturing, new retail, port/airline scheduling, etc.

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