Algorithm Engineer- Operational optimization direction
29th April, 2021
Last date to apply
10th September, 2021
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.
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.
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.