Graduation Project: Comparing the performance of the state-of-the art algorithms for the nurse rostering problem
6 maanden geleden
Job description
ORTEC leverages data and mathematics to create value for businesses and society at large. They develop a leading employee rostering solution for various industries. The optimization module creates schedules for employees such that hard constraints (e.g., labor rules) are not violated and soft constraints (e.g., preferences of employees and planners) are respected as much as possible.
The aim of this work is to evaluate the performance of the current optimizer and to look for possible improvements.
In a first step, the performance of our optimizer is compared to the state-of-the-art algorithms from literature using data sets from our clients. As a thesis student, you will study the most recent scientific literature on nurse scheduling algorithms. In most of the studies, benchmark instances are used. However, at ORTEC, we have found that our customers’ scheduling problems are a lot more complex than these benchmarks. For example, in healthcare, we must deal with many part-time employees and many scheduling preferences.
Afterwards, based on literature, your creativity and brainstorm sessions, you will design a new solution approach to the scheduling problem. You will implement this new approach in your preferred programming language (e.g. C# or Python) and this approach will be evaluated using our customer’s data.
Who you are
You are in your last year of your Master’s in the field of computer science, software engineering, operations research, or other similar areas. You are familiar with the concept of heuristics. You have programming experience (e.g. working with C#, Python or Java) and/or are willing to learn quickly. Preferably, you have work/academic experience where you independently build working prototypes/proof of concepts. You can communicate fluently in English or Dutch, verbally and in writing. You are able to travel to the Zoetermeer office of ORTEC for a few days a week. Hybrid working is possible. You are available for 32-40 hours a week. You are available for a minimum of six months. You live in the Netherlands and study at a Dutch University.
What we offer
Entrance to the most passionate powerhouse in applied mathematics. We share a drive to use our problem-solving skills to improve our planet, from the world at large to our own backyard. Inclusion in a company founded by graduate students back in 1981, which today still fosters its students by: Excellent supervision during your graduation project. Good internship allowance, laptop, and other office facilities. An open, kind, and fun culture. The Student Pool, a group that organizes all kinds of activities for graduate students at ORTEC, including Thursday afternoon drinks at our own bar “ORTap” (government regulations permitting).The next steps:
Did we peak your interest? Then upload your CV, motivation letter and grade lists (BSc and MSc in one PDF if applicable). The recruitment process will consist of two online assessments: a personality and intelligence test, and an interview.
What to expect
We will help you to thrive in your field of expertise. We offer development programs, tailored to your individual needs and function requirements, including opportunities to attend courses and seminars. We offer challenging, practical hands-on experience with opportunities to work abroad. We operate in a flat organizational structure that keeps communication lines short. The atmosphere is open, informal, cooperative and positive.
-
Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdAbout the ProjectORTEC is seeking a Master's student to work on a graduation project evaluating the performance of state-of-the-art algorithms for the nurse rostering problem.The goal of this project is to compare the current optimizer with the latest research in the field and identify areas for improvement.As a student, you will study recent scientific...
-
Expert Nurse Roster Optimization Specialist
1 week geleden
Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdJob Overview">We are seeking an exceptional Expert Nurse Roster Optimization Specialist to join our team at ORTEC. In this role, you will play a key part in evaluating the performance of our optimizer and exploring opportunities for improvement.">About the Role">This is a challenging opportunity for a highly skilled professional with expertise in nurse...
-
Expertise in Nurse Rostering Optimization
2 weken geleden
Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdCompany OverviewORTEC is a leading company in applied mathematics, leveraging data and mathematics to create value for businesses and society.Job DescriptionWe are seeking an expertise in nurse rostering optimization. The successful candidate will evaluate the performance of our current optimizer and look for possible improvements.Required Skills and...
-
Graduation Project: Using AI in Self rostering
6 maanden geleden
Zoetermeer, Nederland ORTEC VoltijdJob description ORTEC leverage data et mathematics to create value for businesses and society at large. They have a leading employee rostering solution for various industries. One of the possible rostering methods is self-rostering, where the employees express their preferences, compare them to the duty capacities and interchange shifts to define an...
-
Verkoopmedewerker The Stone
4 maanden geleden
Zoetermeer, Nederland The Stone VoltijdLocatie: The Stone Zoetermeer. Contracturen: 15-38 uur Houd je van fashion én vind je het leuk om klanten te inspireren? Dan is de functie verkoopmedewerker bij The Stone Zoetermeer iets voor jou! Wat ga je doen als verkoopmedewerker? Bij The Stone is je dag lekker gevarieerd en vliegt de tijd voorbij. Je wordt opgeleid om onze klanten...
-
Weekendhulp The Stone
6 maanden geleden
Zoetermeer, Nederland The Stone VoltijdLocatie: The Stone Zoetermeer. Contracturen: 0-15 uur Houd je van fashion én vind je het leuk om klanten te inspireren? Dan is deze bijbaan als weekendhulp bij The Stone in Zoetermeer iets voor jou! Wat ga je doen als weekendhulp? Bij The Stone is je dag lekker gevarieerd en vliegt de tijd voorbij. Je wordt opgeleid om onze klanten een goed...
-
Vakantiehulp The Stone Zoetermeer
6 maanden geleden
Zoetermeer, Nederland The Stone VoltijdLocatie: The Stone Zoetermeer. - Contracturen: 0-30 uur - **Hou je van fashion én vind je het leuk om klanten te inspireren? Dan is deze bijbaan als vakantiehulp bij The Stone in Zoetermeer iets voor jou!** **Wat ga je doen als vakantiehulp?** Bij The Stone is je dag lekker gevarieerd en vliegt de tijd voorbij. Je wordt opgeleid om onze klanten een goed en...
-
Assistent Bedrijfsleider The Stone
6 maanden geleden
Zoetermeer, Nederland The Stone VoltijdLocatie: The Stone Zoetermeer. Contracturen: 30-38 uur Houd je van fashion én vind je het leuk om klanten te inspireren? Dan is de functie assistent bedrijfsleider bij The Stone Zoetermeer iets voor jou! Wat ga je doen als assistent bedrijfsleider? Bij The Stone is je dag lekker gevarieerd en vliegt de tijd voorbij. Je wordt opgeleid om...
-
Verkoopmedewerker bij The Stone Zoetermeer
1 maand geleden
Zoetermeer, Zuid-Holland, Nederland The Stone VoltijdOver The StoneThe Stone is een multibrand retailer met meer dan 50 winkels in Nederland. Wij bieden een breed assortiment van meer dan 40 topmerken aan, waaronder Airforce, Colourful Rebel en Refined Department.Wat wij zoekenWe zoeken een verkoopmedewerker die interesse heeft in fashion en graag kledingadvies geeft. Je hebt verkoopervaring of bent een talent...
-
Shift Rescheduler for Warehousing Operations
2 weken geleden
Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdJob DescriptionWe are seeking a skilled Graduate Student to join our team at ORTEC in Zoetermeer, Netherlands. The successful candidate will be responsible for developing and implementing a model that reschedules and adjusts shifts compared to the pattern to find a better fit for the fluctuations in demand.As a Graduate Student in this role, you will have...
-
Optimize Vehicle Routing Algorithm for ORTEC
2 weken geleden
Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdJob DescriptionWe are seeking a highly skilled and motivated master's student to join our team at ORTEC, where you will have the opportunity to work on optimizing our hybrid genetic search algorithm for vehicle routing. This project involves building on top of PyVRP, an open-source implementation of the algorithm that won the DIMACS 2022 challenge for the...
-
Graduation Project: Chat @ ORTEC: pushing the limits of LLM's
6 maanden geleden
Zoetermeer, Nederland ORTEC VoltijdJob description Large language models such as GPT4 have impressed the world with amazing capabilities. While they are excellent (not perfect!) at textual tasks like question answering, summarizing texts or writing (an inspirational example for) your thesis, we want (you) to take it to the next step! What can you make our chatbot do? The...
-
Zoetermeer, Nederland ORTEC VoltijdJob description At ORTEC, we built: it won the DIMACS 2022 challenge for the Vehicle Routing Problem with Time Windows (VRPTW). It is a hybrid genetic search algorithm that relies on clever data structures and algorithms to efficiently explore the huge space of possible route configurations and we continuously research potential improvements. While...
-
Optimize Warehouse Scheduling with Volatile Demand Forecasts
3 weken geleden
Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdJob DescriptionORTEC Workforce for Warehousing (OWW) is a cloud-native employee rostering solution designed for the scheduling of shifts and tasks in warehouses. The goal is to create schedules that respect hard constraints (e.g., labor rules) and soft constraints (e.g., preferences of employees and planners) as much as possible.Scheduling in this industry...
-
Graduation Project: Multi-objective optimization: The new optimum
6 maanden geleden
Zoetermeer, Nederland ORTEC VoltijdJob description ORTEC serves several industries where routing is a crucial part of the operations, such as retail, e-grocery, and parcel delivery. In these businesses, there is a growing demand for optimization engines that not only look at efficiency, but also consider other objectives such as customer service level and driver happiness. In many...
-
Unlock the Power of Driver Happiness with ORTEC
5 dagen geleden
Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdJob OverviewORTEC is a leading company in the transport industry, leveraging data and mathematics to create value for businesses and society. As a thesis student, you will work on incorporating driver happiness into the optimization engine of our route optimization software.About the ProjectThe goal of this project is to help ORTEC address driver shortage by...
-
Zoetermeer, Nederland ORTEC VoltijdJob description ORTEC Workforce for Warehousing (OWW) is a cloud native employee rostering solution catered specifically to the scheduling of shifts and tasks to employees working in warehouses. OWW creates schedules for employees such that hard constraints (e.g., labor rules) are not violated and soft constraints (e.g., preferences of employees and...
-
Optimization Expert for Vehicle Routing Challenges
4 weken geleden
Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdJob OverviewAt ORTEC, we are seeking a highly skilled optimization expert to contribute to our Vehicle Routing Problem with Time Windows (VRPTW) project. Our team has successfully developed a hybrid genetic search algorithm that relies on efficient data structures and algorithms to explore the vast space of possible route configurations. We aim to further...
-
Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdAt ORTEC, we're passionate about using our problem-solving skills to improve our planet. As a graduate student seeking a hands-on experience that combines analytical thinking, multidisciplinary collaboration, and problem-solving, we invite you to join us on this exciting assignment.We're looking for a master's student in Operations Research, Econometrics,...
-
Optimize Hybrid Genetic Search for Vehicle Routing
3 weken geleden
Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdJob OpportunityAt ORTEC, we are seeking a talented master student to contribute to the development of our hybrid genetic search algorithm for the Vehicle Routing Problem with Time Windows (VRPTW). This algorithm has already demonstrated exceptional performance in the DIMACS 2022 challenge, and we aim to further enhance its capabilities.Your ChallengeYou will...
