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