Senior Applied Scientist, Ats Science and Technology
il y a 4 jours
PhD in Operations Research, Machine Learning, Statistics, Applied Mathematics, Engineering, Computer Science or other field related to algorithms.
- Excellent written and verbal communication skills. Ability to communicate at a level appropriate to the audience.
- Experience designing and implementing models and algorithms for one or more 1) Combinatorial optimization problems (e.g., scheduling, vehicle routing, and facility location), 2) Continuous optimization problems (e.g., linear programming, convex programming, non-convex programming), 3) Predictive analytics (e.g., forecasting, time-series, neural networks), 4) Prescriptive analytics (e.g., stochastic optimization, bandits, reinforcement learning)
- Experience implementing algorithms in traditional programming languages (C++/ Java/ python)
- Comfortable to tradeoff complexity and efficiency of solution methodologies, according to the requirements of the problem. Ability to deal with ambiguity.
Have you ever wondered how Amazon delivers timely and reliably hundreds of millions of packages to customer’s doorsteps? Are you passionate about data and mathematics, and hope to impact the experience of millions of customers? Are you obsessed with designing simple algorithmic solutions to very challenging problems?
If so, we look forward to hearing from you
Amazon Transportation Services is seeking a Senior Applied Scientist to be based in the EU Headquarters in Luxembourg. As a key member of the Research Science Team of ATS operations, this person will be responsible for designing algorithmic solutions based on data and mathematics for optimizing the middle-mile Amazon Transportation Network. The successful applicant will ensure that our end-to-end strategies in terms of customer demand fulfillment, routing, consolidation locations, linehaul/airhaul/sea options and last-mile transportation are streamlined and optimized.
Key job responsibilities
This critical role requires an aptitude for independent initiative and decision-making, the ability to drive innovation in Transportation modelling and optimization across Amazon’s expanding European network and linking into global initiatives and expansion strategies.
- Design and prototype algorithmic solutions for standardized processes.
- Lead complex time-bound, long-term as well as ad-hoc transportation modelling analyses to help management in decision making.
- Partner with the planning, linehaul/airhaul and sort center operations teams, while working closely with last-mile, supply chain, and global delivery departments for modeling and optimizing the transportation network of EU.
About the team
We are a global science and tech team for developing cutting-edge optimization models for Amazon's middle mile network. We are owning the entire lifecycle of tech products from idea to production-use and deploy our tools on a worldwide basis. Our team is composed of a wide variety of tech roles including scientists, data engineers and business intelligence engineers.
- Detailed knowledge of optimization methods including linear and mixed-integer programming, network modeling, constraint programming, approximation algorithms, and advanced heuristic techniques.
- Expertise on MIP strategies to customize and leverage commercial algorithms and adapt them as required.
- Detailed knowledge of forecasting techniques with time-series tools, including ARIMA models, exponential smoothing, LSTM, CNNs.
- Expertise on policy optimization techniques, including reinforcement learning, deep Q-learning, bandits, and online optimization.
- Experience implementing models and analysis tools through the use of high-level modeling languages (e.g. R, Matlab as examples).
- Experience collecting, processing and combining big data with appropriate methodologies (e.g. Hadoop, Map-Reduce)
-
Applied Scientist, Ats Science and Technology
il y a 2 semaines
Luxembourg Amazon EU SARL Temps pleinMaster's degree - Experience programming in Java, C++, Python or related language - Experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing Have you ever wondered how Amazon delivers timely and reliably hundreds of millions of...
-
Senior Applied Scientist, ATS Science and Technology
il y a 4 semaines
Luxembourg City Amazon Europe Temps pleinDESCRIPTION Have you ever wondered how Amazon delivers timely and reliably hundreds of millions of packages to customer's doorsteps? Are you passionate about data and mathematics, and hope to impact the experience of millions of customers? Are you obsessed with designing simple algorithmic solutions to very challenging problems? If so, we look forward to...
-
Senior Applied Scientist, Science and Technology
il y a 4 semaines
Luxembourg Amazon Europe Core SARL - LUX Temps pleinPhD in Operations Research, Machine Learning, Statistics, Applied Mathematics, Computer Science or other field related to algorithms and data. Excellent written and verbal communication skills. Experience with some programming language (Java/python/C++) **Research experience in one or more**: Combinatorial optimization problems (e.g., scheduling, vehicle...
-
Applied Scientist, Eu Ats Science and Tech
il y a 2 semaines
Luxembourg Amazon EU SARL Temps pleinPhD in Operations Research, Machine Learning, Statistics, Applied Mathematics, Computer Science or other field related to algorithms and data (or equivalent experience). - Excellent written and verbal communication skills. - Experience with some programming language (Java/python/C++) - Research experience in one or more: - Combinatorial optimization...
-
Applied Scientist, Eu Ats Science and Tech
il y a 2 semaines
Luxembourg Amazon EU SARL Temps pleinExperience in patents or publications at top-tier peer-reviewed conferences or journals - PhD, or Master's degree and 4+ years of CS, CE, ML or related field experience - Experience programming in Java, C++, Python or related language - Experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining,...
-
Applied Scientist, Eu Ats Research Science
il y a 2 semaines
Luxembourg Amazon EU SARL Temps pleinPhD in Operations Research, Machine Learning, Statistics, Applied Mathematics, Computer Science or other field related to algorithms and data (or equivalent experience). Excellent written and verbal communication skills. Experience with some programming language (Java/python/C++) **Research experience in one or more**: + Combinatorial optimization problems...
-
Applied Scientist, Science and Technology
il y a 3 semaines
Luxembourg City Amazon Europe Temps pleinDESCRIPTION Have you ever wondered how Amazon delivers timely and reliably hundreds of millions of packages to customer's doorsteps? Are you passionate about data and mathematics, and hope to impact the experience of millions of customers? Are you obsessed with designing simple algorithmic solutions to very challenging problems? If so, we look forward to...
-
Applied (Research) Scientist, Ats Research Science
il y a 3 semaines
Luxembourg Amazon EU SARL Temps pleinPhD in Operations Research, Machine Learning, Statistics, Applied Mathematics, Computer Science or other field related to algorithms and data (or equivalent experience). - Excellent written and verbal communication skills. - Experience with some programming language (Java/python/C++) - Research experience in one or more: + Combinatorial optimization problems...
-
Applied Scientist, Science and Technology
il y a 4 jours
Luxembourg Amazon EU SARL Temps pleinPhD, or Master's degree and 4+ years of CS, CE, ML or related field experience - Experience in patents or publications at top-tier peer-reviewed conferences or journals - Experience programming in Java, C++, Python or related language - Experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining,...
-
Amazon Postdoctoral Scientist, Eu Ats Science and
il y a 3 semaines
Luxembourg Amazon EU Sarl Temps pleinPhD in a relevant field, received within 2 years of starting the program - Proven publication record in Operation Research, Management Science, Statistics, Machine Learning, Computer Science, Econ, or other related technical fields - Experience in data science and quantitative research - Proficiency in technologies relevant to the subfield The program is...
-
Applied Scientist, Ats Machine Learning
il y a 2 semaines
Luxembourg Amazon EU Sarl Temps pleinPhD, or a Master's degree and experience in CS, CE, ML or related field - Experience in patents or publications at top-tier peer-reviewed conferences or journals - Experience programming in Java, C++, Python or related language - Experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining, parallel...
-
Applied Scientist, Orc Science
il y a 1 jour
Luxembourg Amazon EU Sarl Temps pleinPhD, or a Master's degree and experience in CS, CE, ML or related field - Experience in patents or publications at top-tier peer-reviewed conferences or journals - Experience programming in Java, C++, Python or related language - Experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining, parallel...
-
Senior Applied Scientist, Global Reliability
il y a 4 semaines
Luxembourg Amazon EU Sarl Temps pleinMS in Data Science, Machine Learning, Statistics, Computer Science, Applied Math or equivalent highly technical field - Proficient using R, Python, or other equivalent statistics and machine learning tools - Experience with MySQL/PostgreSQL/Redshift - Knowledge of AWS Infrastructure - Strong interpersonal and communication skills. - Experienced in computer...
-
Research Scientist, Science and Technology
il y a 1 jour
Luxembourg Amazon EU SARL Temps pleinPhD in Operations Research, Machine Learning, Statistics, Applied Mathematics, Engineering, Computer Science or other field related to algorithms. - Excellent written and verbal communication skills. Ability to communicate at a level appropriate to the audience. - Experience designing and implementing models and algorithms for one or more 1) Combinatorial...
-
Applied Scientist
il y a 2 semaines
Luxembourg Amazon EU Sarl Temps pleinExperience programming in Java, C++, Python or related language - Experience with SQL and an RDBMS (e.g., Oracle) or Data Warehouse Amazon Supply Chain forms the backbone of the fastest growing e-commerce business in the world. The sheer growth of the business and the company's mission "to be Earth’s most customer-centric company” makes the customer...
-
Applied Scientist, ORC Science
il y a 4 semaines
Luxembourg City Amazon Europe Temps pleinDESCRIPTION Are you ready to make a global impact with your expertise in Machine Learning, Statistics, and Multimodality? Amazon is looking for an innovative and driven Applied Scientist to join our team and help shape the future of cutting-edge technology. In this role, you will design, develop, and deploy advanced machine-learning models to tackle some of...
-
Senior Data Scientist, Decision Science and
il y a 2 semaines
Luxembourg Amazon EU Sarl - A84 Temps pleinExperience with data scripting languages (e.g., SQL, Python, R, or equivalent) or statistical/mathematical software (e.g., R, SAS, Matlab, or equivalent) - Experience working as a Data Scientist - Experience with knowledge engineering, and transforming data into meaningful information and knowledge Are you inspired by unique and challenging problems to...
-
Applied Scientist
il y a 2 semaines
Luxembourg Amazon EU SARL Temps pleinPhD in Operations Research, Machine Learning, Statistics, Applied Mathematics, Engineering, Computer Science or other field related to algorithms. - Excellent written and verbal communication skills. Ability to communicate at a level appropriate to the audience. - Experience designing and implementing models and algorithms for one or more 1) Combinatorial...
-
Applied Scientist
il y a 1 semaine
Luxembourg Amazon Europe Core Sarl Temps pleinPhD + ML industry experience, or Master's degree and 5+ years of Computer Science, Machine Learning or related field experience - Experience in intellectual contributions to the field, evidenced by patents, publications in top-tier peer-reviewed conferences or journals, blog posts, or equivalent achievements. - Experience and programming skills in at least...
-
Machine Learning Applied Scientist
il y a 2 semaines
Luxembourg Amazon Europe Core SARL - LUX Temps pleinPh.D degree in Machine Learning, Computer Science, Mathematics, Statistics or related quantitative field. - At least 2 years of professional experience with phd in a relevant field: machine learning, deep learning, knowledge bases, recommendation systems, information retrieval, natural language understanding, robotics, statistics, computer vision, etc. -...
