About the job
Optimization Engineer with expertise in Meta-heuristics
Are you looking to work with the same tech as Silicon Valley giants – but with a small company feel? Are you a creative problem solver who loves exploring, uncovering issues, and finding suitable solutions?
If so, we are looking for you to join our brilliant team as an Optimization Engineer!
Job Summary
We are looking for a Senior Optimization Engineer with expertise in Meta-heuristics (MH) and Reinforcement Learning (RL) to develop intelligent decision-making algorithms for complex optimization problems. You will design and implement cutting-edge optimization techniques, combining heuristic and metaheuristic approaches (OptaPlanner) with deep reinforcement learning (e.g., Markov Decision Processes, Value Based Methods, Policy Based methods) frameworks to solve real-world combinatorial and sequential decision-making problems.
Our Work Perks
- Competitive salary* Robust benefits package* Centrally located office!* ….and so much more!
Our Story
At Avlino, we take a solution-driven approach to everything we do. Our strength lies in using advanced problem-solving and optimization methods to develop flexible, impactful tools that address complex challenges — often before our customers are even aware of them.
What truly sets us apart is our people. We believe our diversity is our greatest strength, and we celebrate the unique perspectives that help our team thrive. As we continue to grow globally, we’re looking for bold, creative minds who are ready to tackle today’s challenges and help shape the future.
The Day-to-Day
As an Operations Research Engineer, you will:
- Develop and implement mathematical algorithms to solve complex business problems.* Analyze large datasets to extract meaningful insights and support decision-making processes.* Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.* Stay updated with the latest advancements in operations research and apply relevant techniques to ongoing projects.* Optimize port operations, and yard processes to improve efficiency and reduce costs.* Use advanced software tools like Java, Scala, and optimization solvers to develop and test models.
Your Background
- Bachelor’s or Master’s degree in Operations Research, Industrial Engineering, Applied Mathematics, or a related field.* 3-5 years of experience in an operations research role, preferably in a technology-driven environment.* Proficient in mathematical modeling, statistical analysis, and algorithm development.* Strong programming skills in languages such as Java, Scala or Python.* Experience with Meta-Heuristics optimization software (OptaPlanner).* Experience with Reinforcement Learning for Markov Decision Processes (MDPs) – State, actions, rewards, transition probabilities* Value-Based Methods – Q-Learning, Deep Q Network (DQN)* Policy-Based Methods – Reinforce, Advantage Actor-Critic (A2C), Proximal Policy Optimization (PPO)* Solid understanding of linear programming, nonlinear programming, stochastic processes, and queuing theory.* Proven track record of successfully applying Meta-heuristics and Reinforcement learning to real-world problems.* Preferred: Research experience
Your Key Attributes
- Analytical Mindset: Ability to think critically and solve complex problems using quantitative methods.* Detail-Oriented: Meticulous attention to detail to ensure accuracy and reliability in all analyses and models.* Team Player: Strong collaborative skills to work effectively with cross-functional teams and stakeholders.* Effective Communicator: Excellent verbal and written communication skills to convey technical concepts to non-technical audiences.* Innovative: Proactive in seeking new methods and technologies to improve processes and outcomes.* Time Management: Ability to manage multiple projects and priorities in a fast-paced environment.* Continuous Learner: Eagerness to stay abreast of the latest trends and developments in operations research and related fields.* Results-Driven: Focus on delivering high-quality solutions that meet business objectives and drive measurable improvements.