Senior Applied Research Engineer - Optimization, Simulation & ML (python/go)
Senior Applied Research Engineer - Optimization, Simulation & ML (python/go)
Senior Applied Research Engineer - Optimization, Simulation & ML (python/go)
Senior Applied Research Engineer - Optimization, Simulation & ML (python/go)
Instaffo GmbH
Internet, IT
Hamburg
- Verifizierte Job-Anzeige
- Art der Anstellung: Vollzeit
- 80.000 € – 100.000 € (Unternehmensangabe)
- Hybrid
Senior Applied Research Engineer - Optimization, Simulation & ML (python/go)
Über diesen Job
You are interested in the position as Senior Applied Research Engineer - Optimization, Simulation & ML (python/go) at akeno GmbH?
On the job platform Instaffo, you can apply for this and other jobs with ease. Create your profile in under 3 minutes and start the application process with just a few clicks.
Please note that the position is only available to applicants from Germany, Austria, Switzerland, and other EU countries.
The language requirements for this position are: English - Fluent.
Unlike other companies, being a Senior Engineer isn’t just a paygrade or empty title for us here at akeno. It’s a distinction! It means you have built successful products in the past, faced mysterious production errors and came out on top of them, know how to get stuff done right, not just fast.
Being a Senior Applied Research Engineer means you can see a features implications for the database, API and related services - even for complex topics like scheduling and other NP-hard problems.
You’ll be working in our AI & Optimization Team with team mates that “know their stuff”. Colleagues who are there when you need them and not afraid to ask when you can help them. We don’t have dedicated architects or tech leads because frankly—if you’re a true senior—you should be capable of creating a great first draft yourself.
Additionally you will have Full Stack colleagues doing the heavy lifting to implement the algorithms and logics you build into our application.
Activities
You will be working at the heart of our application. We are rapidly changing and evolving our core logics and algorithms to achieve ever lasting positive impact on the performance of our customers supply chains. The backend is a hybrid combination of constraint programming, adaptive heuristics as well as machine learning to find the fastest and best solution for the factories of our customers.
You will be facing complex requirements in a complex domain - which is inherently not mathematically end-to-end solvable. So if you are keen to find scalable, generic solutions for complex mathematical problems - you have found your match!
What you will be doing
- Build heuristic/ rule based algorithms enabling high speed solution discovery
- Build mathematical solvers based on google's ortools
- Maintain our simulation engine to evaluate solutions/ schedules
- Work on our core data model (graphs) representing our solution states
- Work on meta-optimizations which optimize the heuristic solvers compositions and parameters
- Optionally: Collaborate on ML implementations for pattern recognition of prior solutions using GNNs and tree classifiers
Requirements
- Extensive knowledge and expertise in coding in python
- Capability to code on senior level in at least Rust or Golang
- Mathematical understanding of optimization for scheduling problems
- Profound understanding and experience working with graph data
- Experience building long-term sustainable software end-to-end
- Capability to work independently on subtopics
- Capability to work in large and complex codebases
Application Process
To learn more about our 3-step recruiting process and check out our Tech Radar, visit akeno.ai
About the Company
We’re on a mission to help industrial companies unlock the full potential of their data by enabling real-time, autonomous decision-making in planning and scheduling processes.While data availability in process manufacturing continues to grow, much of it remains untapped. Our software changes that — transforming production scheduling across global factories through intelligent, data-driven automation.We’re proud to work with some of the world’s leading companies in the process industries, including BASF Colours & Effects, Sun Chemical, and many more.
With a recently completed funding round, we’re scaling rapidly — expanding our team and platform to support the next wave of growth. Backed by a strong five-year pipeline, we’re well-positioned to deliver long-term impact and sustainable innovation.
If you’re excited by complex systems, real-world impact, and building technology that powers the future of process manufacturing, we’d love to hear from you.
