Job Description

Hello,

Greetings from Starkflow!

We have a potential job opening for Senior Optimization Engineer - Remote (Bangalore preferred)

Duration: Full-time
Location: Remote (Bangalore preferred)
YOE: 5 years
Key Skill-set: Computer Science Degree, Math skills, Industrial engineering, Experience in Cplex or Gurobi or Maritime scheduling would be a good fit.

The Day to Day:

• Work with transportation industry specialists to take the AI predictions output and convert them to an actionable AI.
• Build automated solutions for NP hard combinatorial optimization and dynamic constraint optimization business problems.
• Integrate 2 diverse concepts - software engineering-based reinforcement learning and machine learning based metaheuristics algorithms in the context of game theory.
• Develop move generation and search space reduction through composite layer of algorithms from integer programming, dynamic programming, differential evolution etc.
• Work together with domain specialists and the solution-lead to understand the problem.
• Develop automated solutions for combinatorial optimization problem such as operations research, constraint optimization, or rule models for identified business problems.
• Deliver 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 Solution.

Qualifications:

• Education: Masters /Bachelors Degree in Computer Science is Mandatory.
• Advanced level knowledge of the following areas:

• Combinatorial optimization of large Search Space Optimization algorithms using simple to complex multiple level optimization such as Tabu, Simulated Annealing, Ant-Colony, shortest path.
• Applied statistics, constraint programming, mixed and integer programming, relational databases and building processes using SQL.
• Data processing development in Java, Scala, or Kotlin.
• Search Space Reduction Techniques.
• Programming in the context of optimization, or numerical processing.
• Skilled in at least one scripting language (Python, R, Julia etc.), or similar language in the context of machine learning, numerical processing, optimization, or simulation.

Perks:

• Competitive Salary.
• Robust benefits package, including medical, dental and vision insurance options.
• Monthly option to pick what you want! (childcare, gym memberships, training courses).
• Company paid work from home package (laptop, monitor, keyboard, mouse).
• Paid time off - including vacation days and holidays.

To apply please share your updated resume on my email id: annie@starkflow.co

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