Jobs Posted on the Whova Community Board of ECML-PKDD The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
If you know anyone in the job market, feel free to share with them
Data Scientist - Recommendations and Personalisation
Farfetch Farfetch is building the next-generation intelligent platform for online luxury fashion, powered by large-scale data and state of the art Machine Learning, Deep Learning and Compu... ter Vision algorithms. You will join a talented team of Data Scientists and Engineers to help build and optimize, through research and experimentation, our personalisation products. Your main goal is to enable the use of personalisation for every service across the Farfetch platform, as an example, you will participate in the development of personalised recommendations, rankings and search results. [Please check the job link to more details]
Link:https://jobs.lever.co/farfetch/45b2d93e-5000-4969-b9c8-1a0fbd03c8a6?lever-via=ORv6UfjJkqSee More >>
Postdoctoral researcher in recommender systems for species distribution modeling
University of Helsinki I'm looking for a postdoc to work on method development for ecology applications. The position is for two years within a nationally funded project.
... See More >>
Scientist/Postdoc
Qatar Computing Research Institute Qatar Computing Research Institute (QCRI), an independent institute within Hamad Bin Khalifa University, Qatar Foundation is a world-class computer science research entity. We are... looking for applicants for the position of Scientist and postdoc with expertise within the AI and Data Science (AI&DS) research spectrum. We especially welcome applications in machine learning and AI systems with applications in healthcare.
The responsibilities of a Scientist includes conducting research at the frontier of their discipline, fostering research collaboration and technology transfer with end-users of AI&DS systems, community outreach and service to the discipline.
Candidates must have completed PhDs at the time of application.
Link:
None
See More >>
(Closing soon!) Postdoc, Integrating Learning, Optimisation and Reasoning for Trustworthy AI (TAILOR)
University of Bristol Looking for your next opportunity, and interested in AI and technology-supported learning? Then apply for this exciting Research Software Engineer job and join a world-class team ... in Interactive AI!
You will play a key role in realising the CDT’s ambition to be a leader in technology-supported learning, by implementing innovative software solutions to support PhD training. Using the latest technology platforms and tools, combined with bespoke software development, you will build an integrated computational environment that (i) supports the collaborative development and deployment of Interactive AI pipelines and workflows; (ii) facilitates and promotes reproducibility and reusability; (iii) allows PhD students to build on and extend each others’ work; (iv) gives students the opportunity to maintain a portfolio of their work; and (v) facilitates using the research results for dissemination, outreach and publicity. In addition, the post holder will provide technical support for the research carried out by the PhD students and associated academics in the CDT.
Link:http://www.bristol.ac.uk/cdt/interactive-ai/See More >>
Postdoc researcher in explainable machine learning and survival analysis at KU Leuven, Belgium
KU Leuven The research group ITEC at KU Leuven, campus Kulak in Kortrijk, and imec, is looking for a postdoc to carry out strategic basic research in the intersection of machine learning an... d survival analysis with potential applications and impact in the field of education (technology-enhanced personalized learning) and in the field of health (personalized medicine).
Link:https://www.kuleuven.be/personeel/jobsite/jobs/60061787See More >>
Research Scientist – Artificial Intelligence
Schlumberger Cambridge Research The Automation and Planning program at Schlumberger Cambridge Research is focused on developing symbolic and model-based approaches to AI, with an emphasis on the underlying physi... cs models. The research of the group is early-stage applied research that feeds into Schlumberger engineering worldwide where it is adopted into engineering solutions such as DrillOps Automate and supports the Schlumberger vision to define and drive high performance, sustainably by creating amazing technology that unlocks access to energy, for the benefit of all.
Link:https://careers.slb.com/jobaddetail.aspx?id=46403See More >>
Artificial Intelligence & Machine Learning Data Scientist
Schlumberger The Artificial Intelligence & Machine Learning Data Scientist helps develop software and processes that can be used for artificial intelligence programs and applications. In c... lose collaboration with the business and métiers, the data scientist offers mathematical and statistical models from the collected data to augment, assist or accelerate human decisions within the Oil & Gas and new Energy sector. With Schlumberger you will be given the opportunity to apply your expertise and deploy AI solutions at scale on real-world problems, supporting many areas of Schlumberger’s business. Today the Embedded AI Lab team is working on projects from more than 15 locations around the world. As part of the Schlumberger AI Lab, you will benefit from a balance of Internal Intellectual Property and Opensource contribution on the different projects and problems tackled. Schlumberger is the first Oil & Gas service company to move its processes and workflows in the cloud. This gives the Embedded AI Lab the perfect opportunities to leverage these innovative technologies and resources. As part of the Embedded AI Lab you will be able to test, experiment and research with bleeding edge.
The responsibility includes tight collaboration with the business as part of scrum teams of two or three data scientist and business subject matter engineers. You will be in charge of applying research and delivery of Proof of Concepts solutions, responding to a clear and specific business needs.
Link:https://careers.slb.com/jobaddetail.aspx?id=47122See More >>
PostDoc in decision-focussed learning or preference learning for combinatorial optimisation, KU Leuven
KU Leuven Part of Tias Guns' 5-year ERC Consolidator grant "Conversational Human-Aware Technology for Optimisation", which aims to build next-generation constrained optimisation techniq... ues that learn from the user and the environment, and that allow for explainable, interactive solving.
Key challenges are in decision-focussed learning (integrating combinatorial optimisation/discrete optimisation reasoning techniques in neural network learning) and preference learning (learning user preferences over an exponential number of candidates, e.g. preferences in vehicle routing, Amazone last mile challenge, in scheduling etc).
ASML Are you the hands-on/experienced data engineer that can implement and maintain complex Big Data architectures? Are you able to apply the cutting-edge technologies and tools to bui... ld Big Data pipelines? Do you have the drive to exceed customer expectations, then read on! This position requires access to controlled technology, as defined in the Export Administration Regulations (15 C.F.R. § 730, et seq.). Qualified candidates must be legally authorized to access such controlled technology prior to beginning work. Business demands may require ASML to proceed with candidates who are immediately eligible to access controlled technology.
Link:https://www.asml.com/en/careers/find-your-job/2/9/8/data-science-design-engineer-guaranteed-sign-on-bonus-and-relocation-req29805See More >>
Data Science Technical Specialists
ASML You participate in a high skilled team to identify potential risks and threats to the organization by bringing your deep understanding of data and the ways we can uncover patt... erns in that data to the team. By leveraging your cross-domain knowledge of ML/AI concepts and implementations you help us to identify, monitor, assess, and counter the threats posed by malicious cyber actors against our information systems, infrastructure and cyber-related interests. You are a mentor and coach and grow junior team members. We expect you to help validate commercial solutions on their ML/AI claims and ensure maximum yield on investments. In this role you help shape the future of Cyber Defense at ASML specifically Anomaly Detection as a competence with ample space to develop and grow the solutions.
Link:https://www.asml.com/en/careers/find-your-job/2/5/4/data-science-technical-specialist-subject-matter-expert-anomaly-detection-req25458See More >>
Senior Researcher on Knowledge Representation and Reasoning
ASML We are looking for a Researcherto join the Data-Science Research team. One of the research topics is looking into ways to bring service and diagnostics of complex systems to the n... ext level, by applying Artificial Intelligence (i.e. Knowledge Extraction/Representation) and combining it with system diagnostic data to support reasoning.
University of Bristol We have a number of postdoc positions available in human-centric ML/AI at the University of Bristol. Please get in touch if you want to know more.
PostDocs on Robust Evaluation of Cognitive Capabilities and Generality in AI
University of Cambridge The Leverhulme Centre for the Future of Intelligence (CFI) invites applications for a Postdoctoral Research Associate to work on the RECOG-AI project. RECOG-AI is a two-year DARPA... -funded project on the Robust Evaluation of Cognitive Capabilities and Generality in Artificial Intelligence. The main objective of the project is to improve AI evaluation by providing a framework and benchmarks for measuring the capabilities of AI systems. The work will be drawing from multiple disciplines, but primarily from computer science, and animal and human psychology. The appointment will be for 21 months in the first instance, and is based in Cambridge, UK. There are two postdoctoral positions available. Candidates should have (or be about to achieve) a PhD in a relevant field and should provide strong evidence of potential for research and publication at the highest level, as well as strong interest in engagement with the cognitive sciences. The appointee will also play an important role in the project's interdisciplinary activities, including discussion groups and workshops. The following backgrounds and experiences will be an advantage, either independently or in combination: Psychology/Cognitive Science/Animal Behaviour, Expertise in AI, and particularly in areas of machine learning such as (deep) reinforcement learning, multimodal models, causal models, etc. and coding/Game Development and experience with Unity. This is a highly interdisciplinary project, and we are seeking a combination of these skills in the team. However, we do not expect any given candidate to have experience in all fields. The posts are *forthcoming*, so please keep an eye on jobs.ac.uk or contact us in the following weeks.
Link:http://lcfi.ac.uk/projects/kinds-of-intelligence/recog-ai/See More >>
Two postdoc positions in data mining / machine learning with graphs, sequences...
Shenzhen University I have two post-doc positions that are OPEN in my research team at Shenzhen University, China. === Topic === data mining or ML algorithms for processing graphs, sequences, s... treams or other complex data === Benefits ===== - Very good salary (up to 300k to 400k RMB / year depending on the profile) - work in an excellent research team and top university - 2 years contract === Requirements === - have published papers in good journals or conferences during your Ph.D as main author (papers in unknown journals/conferences or with unknown or predatory publishers do not count) - be less than 35 years old (requirement of the university - I have no control on this) - be very motivated, and able to produce high quality papers - if you are not in China already, you must be in a country where a visa can be obtained for China === How to apply? === - Send me an e-mail with your CV to philfv@szu.edu.cn. Make sure that your CV includes your age and the list of your publications. - Tell me when you would be ready to start, and other relevant information
Link:https://www.philippe-fournier-viger.com/See More >>
Applied Scientist- Machine Learning
Amazon.com Amazon Science gives you insight into the company’s approach to customer-obsessed scientific innovation. Amazon fundamentally believes that scientific innovation is essential to b... eing the most customer-centric company in the world. It’s the company’s ability to have an impact at scale that allows us to attract some of the brightest minds in artificial intelligence and related fields. Our scientists continue to publish, teach, and engage with the academic community, in addition to utilizing our working backwards method to enrich the way we live and work. Connect with us today to learn more about the research teams and opportunities at Amazon.
Link:https://www.amazon.jobs/en/landing_pages/consumer-scientist-jobsSee More >>
PhD student: Machine learning and interactive visualization for single-cell data
Ghent University The DAMBI (VIB & Ghent University) and AIDA (Ghent University IDLab) research groups are looking for 1 or 2 qualified and motivated candidates to develop machine learning meth... ods and visualization techniques for the analysis of biological data, such as single-cell data, in the direction of using prior knowledge in data analysis. The project sits at the interface of Machine Learning, Visual Analytics, and Biomedical applications. Up to two fully funded positions as PhD student (4 years) are available.
PhD position: Reinforcement learning-aided unfairness verification on web
Scool (previously SequeL) team, Inria The goal of this PhD is to investigate how unfair services on the web can be detected. In Scool, we have studied fairness verification problem for offline machine learning algorit... hms. In this project, we aim to study it as a sequential decision problem under uncertainty, and to extend methods from reinforcement learning and/or multi-armed bandits. The goal of this PhD is to investigate and develop algorithmic solutions that can be used in practice.
The University of British Columbia he Department of Computer Science and the School of Engineering (https://www.ok.ubc.ca) at The University of British Columbia, Canada invites applications for two postdoctoral pos... itions at its Okanagan campus. One of the positions will be primarily at the Intelligent Data Science Lab, while the other will be jointly co-supervised by the Materials and Manufacturing Research Institute (MMRI) which is a multidisciplinary, interdepartmental research hub at the University of British Columbia (UBC) fostering collaboration between local, national and international R&D sectors. The latter position is funded by the UBC Eminence Cluster program. These Clusters of Research Excellence are interdisciplinary networks of researchers focused on solving key challenges facing society. The position is initially open for 1 year but extendable upon the availability of funding and performance.
Link:http://anarayan.comSee More >>
4 PhD Positions in Robust Machine Learning
The University of British Columbia or University of Waterloo, Canada We are looking for talented and highly motivated computer scientists (or people with a related background) interested in the design, development, and analysis of novel machine lea... rning methods. Robust and adversarial machine learning Meta Learning/Few Short Learning Machine learning for graphs / geometric deep learning Transfer learning ML models for temporal data (e.g. event sequences) Anomaly and outlier detection Uncertainty in ML The developed methods will be applied and evaluated in various domains such as the natural sciences, the field of engineering, and the web.
Candidate Skills & Profile University degree (M.Sc.) with very good grades in Computer Science or related fields. Strong background in machine learning / data mining and statistics. Strong programming skills in at least one programming language (preferably Python and with experience in TensorFlow, PyTorch or similar). Good English language skills (your responsibilities include to write publications, and to give international presentations).
Link:http://anarayan.comSee More >>
Postdoc opportunities funded by Marie Curie through NeuroInsight
Insight MSCA-COFUND: "Advanced Skills for Data Analytics in Neurological Diseases" Call Opens: October 2021
... Link:https://neuroinsight.euSee More >>
Postdoc: AI & ML for smart grid
Ghent University I am looking for a post-doc in my AI for smart grid (AI4SG) team. We're working mostly on reinforcement learning to exploit flexibility in energy, and time series processing, e..g... , for flexibility characterization in energy consumption, anomaly/fault detection. You would perform research, co-supervise PhD students, (co-)manage our contributions to research projects (we recently started 4 new H2020 projects), supervise MSc theses.
Senior/Principal Researcher in Machine Learning and NLP
Fujitsu Research of Europe (FRE) We are looking for Researchers in our Artificial Intelligence Research Group working on innovations in medical industry as part of a Global research team. Your role will involve a... scientist in Machine Learning and NLP fields, who delivers novel algorithms to solve unexplored tasks on mixture of data including medical images, clinical records, and chemical/molecular. This role will report into AI Research Group Manager and be part of AI Laboratory in our Global Laboratory structure.
Your experience: You will be able to demonstrate that you have: A PhD or similar Post-Graduate qualification in a relevant field Strong communication and interpersonal skills Adaptable, willing to learn new fields and develop new skill sets. Experience of supporting projects to successful outcomes Expertise of one or more of the followings but not limited to: theory and practice on advanced Machine Learning as well as NLP
Shape your world and achieve together We want the best people on our team, so we welcome and encourage applications from people with a diverse variety of experiences, backgrounds and identities. The role may demand some travel and flexibility to meet business needs, within a culture of respect for professional and private commitments. We are committed to equality of opportunity for all.
See More >>
Senior/Principal Researcher for Ethics AI
Fujitsu Research of Europe (FRE) We are looking for a Researcher in our AI Research Group working on human-centric AI innovations as part of a Global research team. Your role will involve: development of advanced... Machine Learning algorithms aware of fairness and biases, collaboration with academic partners to innovate industries by human-centric AI, designing and growing an open platform that makes society sympathetic to AI Ethics. This role will report into AI Research Group Manager and be part of Research Center of AI Ethics in our Global Laboratory structure. You will be able to demonstrate that you have: A PhD or similar Post-Graduate qualification in a relevant field; strong communication and interpersonal skills; adaptable, willing to learn new fields and develop new skill sets; experience of supporting projects to successful outcomes; expertise of one or more of the followings but not limited to: theory and practice of Machine Learning, particularly causality and ethical algorithms, mathematics on social dynamics, behavioral economics, and game theory; sophisticated development skills using ML toolkits (e.g. Jupyter, scikit-learn, PyTorch), hopefully as well as fairness toolkits (e.g. AIF360). We want the best people on our team, so we welcome and encourage applications from people with a diverse variety of experiences, backgrounds and identities. The role may demand some travel and flexibility to meet business needs, within a culture of respect for professional and private commitments. We are committed to equality of opportunity for all.
See More >>
Research position for Computer Vision
Fujitsu Research of Europe (FRE) We are looking for a permanent Researcher / Senior Researcher in our AI Group working on exploring how information technology systems can evolve to manage and enhance modern life.... The Division’s current activities are centred on the research & development of new AI technologies and their applications for advancing various vertical markets such as, for example, Engineering and Manufacturing sectors. Your role will involve: The development of new deep learning based computer vision techniques, with a focus of object detection in point clouds; technical leadership and working closely with Fujitsu Global R&D groups, academic & industrial partners and government research institutions to develop the required technologies; publishing in top academic conferences and submitting patent applications. You will be able to demonstrate that you have: experience with one or more Deep Learning framework (PyTorch preferred) for Computer Vision applications; high proficiency in one or more programming languages (Python preferred); ability to express ideas in proof of concept and production quality code; adaptability, willingness to learn new fields and develop new skill sets. The following skills are optional but highly desirable: a track record of writing academic publications and/or patent applications; experience with Deep Learning techniques for Point Clouds; experience with or knowledge of Computer Aided Design. We want the best people on our team, so we welcome and encourage applications from people with a diverse variety of experiences, backgrounds and identities. The role may demand some travel and flexibility to meet business needs, within a culture of respect for professional and private commitments. We are committed to equality of opportunity for all.
See More >>
University of Turin The Machine Learning and the Parallel Computing research groups (University of Turin) are looking for a postdoctoral researcher with experience in Federated Learning and Parallel ... Computing.
Applications are invited from candidates with a PhD in Computer Science, Engineering, or other related fields (e.g., Physics, Math, ...). Candidates are expected to have research expertise, especially in the fields of Machine Learning (better if they have specific experience in Federated Learning) or Parallel Computing (i.e., we are seeking candidates that either have experience in both fields, or have experience in one of the two fields and are willing to build experience in the other one).
The research will be framed within the activities of "The European PILOT" project.
The work will focus on developing SW libraries to support distributed training and inference of DNNs and feature extraction algorithms for video-based applications. The work will require a working knowledge about python and python deep learning libraries (specifically: PyTorch and Tensorflow).
The selection will be based on CV and a remote interview.
The position is for 2+2 years. The initial gross salary will range between 27k-33k euro per year before taxes (roughly equivalent to a salary varying between 1.6K and 2K euro per month after taxes).
University of Bochum Full time PhD in the group Trustworthy Machine Learning at the University of Bochum, associated with the IKIM and the Uniklinik Essen. Topics include trustworthy federated learnin... g, theory of deep learning, privacy and interpretability in (federated) machine learning, with applications in healthcare.
The goal is to develop novel, theoretically sound methods for trustworthy and privacy preserving federated learning in healthcare.
See More >>
Postdoctoral fellowships
Aarhus University In the Data-Intensive Systems research group in the Department of Computer Science at Aarhus University, Denmark, we are currently looking for postdocs interested in clustering al... gorithms, including for applications in biology or in chemistry, or with a focus on moving / efficient (GPU parallel) algorithms. If this sounds interesting to you, and you have published related work in top data mining, machine learning or data management venues, please reach out to Prof. Ira Assent, ira@cs.au.dk Link:
None
See More >>
Researcher positions (junior and senior)
ELLIS Unit Alicante The newly created ELLIS Unit of Alicante, Spain, is looking for postdocs, junior and senior researchers. ELLIS (The European Laboratory of Learning and Intelligent Systems) is a E... uropean non-profit association whose objective is to attract, retain and nurture the next generation of excellent researchers in Europe in machine learning and related topics. In addition to excellent research, ELLIS aims to have positive economic and societal impact. Two open calls in the Fall of 2019 and Spring 2020 led to the establishment of a network of 30 ELLIS units in 14 different countries. Together, these units bring together the best AI researchers at their locations and are connected with each other, creating a critical mass of excellent research centers across Europe and Israel.
The ELLIS Unit Alicante is a newly created non-for-profit Foundation called the “Institute for Human(ity)-centric Artificial Intelligence”. It is devoted to three large research areas:
Computational modeling of individual and aggregate human behavior using machine learning techniques, including the area of leveraging such models for social good.
Development of intelligent, interactive systems, and particularly intelligent mobile systems and personal assistants.
Human-centric challenges in AI, such as algorithmic discrimination and opacity, computational violation of people’s privacy, lack of veracity or the subliminal manipulation of human behavior.
The ELLIS Unit Alicante offers competitive salaries and a flexible working environment with no teaching load and close interactions both with universities and companies.
It is located in the University Campus of the University of Alicante, a beautiful mid-size Mediterranean city with sandy beaches, mild winters, excellent museums, international schools, a large international airport and world-class gastronomy.
ELLIS Unit Alicante Foundation The Alicante ELLIS Unit Foundation is a newly created nonprofit private foundation headquartered in Alicante, Spain, devoted to scientific research on human-centric Artificial Int... elligence. Hence, its name “The Institute for Human(ity) Centric AI” (IHCAI). It is part of the network of 30 ELLIS units.
This is an exciting time to join the IHCAI as it is in its early days and the head of operations will have the opportunity to have significant impact in defining IHCAI’s culture and making it grow. This is a position reporting to the Foundation’s Director.
Link:https://ellisalicante.org/job/headopsSee More >>
Head of Legal
ELLIS Unit Alicante Foundation The Alicante ELLIS Unit Foundation is a newly created nonprofit private foundation headquartered in Alicante, Spain, devoted to scientific research on human-centric Artificial Int... elligence. Hence, its name “The Institute for Human(ity) Centric AI” (IHCAI). It is part of the network of 30 ELLIS units.
This is an exciting time to join the IHCAI as it is in its early days and the Head of Legal will have the opportunity to have significant impact in defining IHCAI’s culture and making it grow. This is a position reporting to the Foundation’s Director.
Link:https://ellisalicante.org/job/headlegalSee More >>
Head of HR
ELLIS Unit Alicante Foundation The Alicante ELLIS Unit Foundation is a newly created nonprofit private foundation headquartered in Alicante, Spain, devoted to scientific research on human-centric Artificial Int... elligence. Hence, its name “The Institute for Human(ity) Centric AI” (IHCAI). It is part of the network of 30 ELLIS units.
This is an exciting time to join the IHCAI as it is in its early days and the HR manager will have the opportunity to have significant impact in defining IHCAI’s HR processes and culture and making it grow.
Link:https://ellisalicante.org/job/headhrSee More >>
