Optimization EngineerJob Details

Company: Avlino

Location: Bangalore, Karnataka

Job Function: Engineering

Employment Type: Full-time

Industry: Computer Software

Salary:

Experience Required (in Years): 2

No. of Vacancies: 1

Last Date: Sep 11, 2023

Job Description:

The Day-to-Day Responsibilities-

  • Work with transportation industry specialists, and AI modelers, to design and build world-class decision support and automated planning solutions
  • Build complex automated solutions for NP-hard combinatorial optimization problems
  • Deliver production-ready solutions according to the requirements and identified constraints
  • Mentor junior optimization team members and share knowledge
  • Develop ways to organize and process data in an efficient manner in the context of the problems being solved
  • Work together with software engineers, data scientists and DevOps to help to deliver comprehensive AI Solutions

 

Your Background

  • Education Bachelor’s degree in Operations Research, Computer Science, Statistics or other Mathematics or Engineering
  • Advanced degree preferred

 

Experience:

  • 3+ years’ experience in Combinatorial Optimization or related field
  • 3+ years’ experience in operations research
  • 3+ years’ experience writing software for scientific computing or numeric processing in Java, Scala or Kotlin
  • Experience with Metaheuristic techniques for large search space optimization using approaches like Tabu, Simulated Annealing, Genetic Algorithms, etc.
  • Familiarity with graph-based algorithms like Branch and Bound and A* as well as with Linear Programming, Integer Programming, Dynamic Programming Familiarity with Python or R is a plus
  • Preferred: Research experience

 

Your Key Attributes

  • Ability to balance machine-generated output within business boundary conditions
  • Effective in delivering and integrating your solutions into real-time business problems
  • Thrive in a collaborative culture and know the best solutions are arrived to by diversity of thought and perspective
  • Charismatic personality with a self-motivated attitude ready to tackle challenges that come your way
  • Have a constant passion for learning and natural curiosity
  • Analytical thinking skills with the ability to problem solve and have a high standard for accuracy and integrity
  • Work well under pressure, with the ability to shift quickly and keep moving forward in a fast-moving environment