Kohsar University Murree

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Finland

Samuel Kaski’s research group Probabilistic Machine Learning is searching for postdocs to work on AI fundamentals in exciting projects. The work includes collaboration with the Finnish Center for Artificial Intelligence (FCAI), the Centre for AI Fundamentals at the University of Manchester, the Alan Turing Institute, ELLIS and the new ELLIS Institute Finland, and researchers from other fields.

Prof Kaski is Professor of Computer Science in Aalto University and Professor of AI in the University of Manchester. He is Director of Finnish Center for Artificial Intelligence and ELLIS Unit Helsinki. His research group develops machine learning principles and methods focusing on a few key topics (see “Machine learning foundations” below), often working with researchers of other fields in new exciting applications (see the other topics below).

Topics

Machine learning foundations

Keywords: probabilistic modelling, Bayesian inference, simulation-based / likelihood-free inference, multi-agent RL and collaborative AI, sequential decision making and experimental design, privacy-preserving learning, Bayesian deep learning, generative models

We are looking for a new postdoc in the team which develops probabilistic modelling and Bayesian inference methods. The team has several exciting new machine learning formulations we work on, and opportunities for applying the methods with top-notch collaborators. The core is always development of new methods, and with this call we are looking for talented researchers with background in machine learning, stats or CS (or other directly relevant topics) who are keen on developing the new methods. In the cover letter, let us know what you are interested in - if we are already working on it, all the better, but we are willing to listen to new ideas too.

Machine learning for synthetic biology and biodesign

Keywords: AI-based design, human-in-the-loop machine learning, collaborative AI, molecular modeling, graph neural networks, deep learning algorithms, generative models

We are searching for early career scientists to join our research team working towards next-generation machine learning methods for synthetic biology. The positions are available in two large multi-year projects (BIODESIGN and BIOFOUNDRY) focused on establishing virtual laboratories for protein engineering and biomanufacturing, implemented in collaboration between FCAI and VTT Technical Research Centre of Finland, and NSF Global Center on biofoundries. The aim of the projects is to design novel AI-based tools for bioengineering. These tools will combine cutting edge machine learning techniques, such as graph neural networks, deep generative models, Bayesian optimization, and human-in-the-loop learning with the synthetic biology expertise of VTT. The virtual laboratories are envisioned to have a wide range of applications in industry (e.g., new biochemicals, biomaterials and drugs), and to help the transition to a carbon-neutral society.

Applicants should have a strong academic record in computer science, mathematics, or statistics. Solid research experience in one or more of the following fields is beneficial: AI-based design, Deep learning algorithms, Generative models, Human-in-the-loop machine learning, Collaborative AI, Molecular modeling, Reinforcement learning, Structured prediction.

The successful applicants will join a world-class research team with top AI researchers from FCAI and synthetic biology experts from VTT.

Real-time AI-assistance with computationally rational user models

Keywords: collaborative AI, human-in-the-loop ML/RL, reinforcement learning, user modelling

Despite recent advances in AI and machine learning, there are few AI solutions that can be applied when we cannot precisely specify the objective or do not have suitable data to learn from. This is particularly salient and challenging in ad hoc assistance for human users in complex tasks such as scientific discovery. 

This project aims to address this issue by learning these objectives, and to assist, directly from interaction with the users. To do so, we develop reinforcement learning techniques for AI-assistants and computationally rational user models that take into account factors such as cognitive biases to reason about human decision-making. We push state-of-the-art in AI that, through inference over - and planning with - such user models, is able to tackle problems that are otherwise out of reach of mainstream AI solutions. 

Supported by a High-performance computing grant from the Research Council of Finland, we are looking to strengthen this team with postdocs with a strong academic record in computer science, mathematics, or statistics. Solid research experience in one or more of the fields listed under this topic is beneficial.

Team: this project will be carried out with a top expert on computational rationality, Prof. Andrew Howes of University of Exeter,  and experts in application domains.

Next generation distribution shifts

Keywords: distribution shift, out-of-distribution generalization, robust deployment, deep learning, experimental design

Robust algorithms for machine learning models are vital as the deployed scenario can differ from the training scenario in unexpected ways. Placing assumptions on the kind of distribution shift we expect, such as covariate or label shift, and accounting for it during training is common practice. However, these assumptions are often too restrictive for real-world settings, as the shifts encountered are typically more complex. Moreover, it is difficult to know a priori which shifts we need to account for. This project focuses on developing novel machine learning methods  that demonstrate robust performance by adapting to unforeseen shifts and diverse datasets during deployment.

We are looking for applicants with a strong academic record in computer science, mathematics, or statistics. Solid research experience in one or more of the following fields is beneficial: distribution shift, out-of-distribution generalization, out-of-domain generalization, sequential experimental design.

Your experience and ambitions

We expect the candidates to hold or be close to getting a relevant doctoral degree and have a solid background in the mathematics/statistics/computer science needed in machine learning.

Previous experience in the application fields is an advantage. Capability of both independent work and teamwork, and excellent written and spoken English are necessary.

What we offer

We provide

RESEARCH ENVIRONMENT

You will work in Professor Samuel Kaski’s research group (Probabilistic Machine Learning Group). We design collaborations as we go, according to what the research needs. Collaborators include but are not restricted to the other groups in the Finnish Center for Artificial Intelligence (FCAI), other sites of the European Laboratory for Learning and Intelligent Systems (ELLIS) and our new ELLIS Institute Finland, Centre for AI Fundamentals of the University of Manchester, the Turing Institute, and a number of excellent researchers in other fields in our applications. 

JOB DETAILS

Postdoc positions are typically made for up to three years. Starting dates are flexible. All positions are negotiated on an individual basis. We are strongly committed to offering everyone an inclusive and non-discriminating working environment. We warmly welcome qualified candidates from all backgrounds to apply and particularly encourage applications from women and other groups underrepresented in the field.

All our positions are fully funded and the salary is based on the Finnish universities’ pay scale. The starting salary depends on the level of the position and the previous experience and is typically increased as the experience grows. All employees have access to the occupational health care services and are covered by the Finnish national health insurance system.

Ready to apply?

Submit your application through our recruitment system Workday by the link below. The deadline for applications is  February 2 2025 at 23:59 Finnish time, 2024.

Required attachments


	Cover letter (1–2 pages). 
	CV
	List of publications (please do not attach full copies of publications)
	A transcript of doctoral study
	The degree certificate of your latest degree. If you don’t yet have a PhD degree, a plan of completion must be submitted.
	Contact details of two senior academics who can provide references. We will contact your referees if we need recommendation letters.


All materials should be submitted in English in a PDF format. Note: You can upload max. five files to the recruitment system, each max. 5MB.

Please note: Aalto University’s employees should apply for the position via our internal system Workday -> find jobs (not external aalto.fi webpage on open positions) by using their existing Workday user account.

Contacts: Coordinator Fang Wang (fang.wang@aalto.fi)

More Information

We are part of Finnish Centre for Artificial Intelligence FCAI and ELLIS Unit Helsinki. More information on their pages, and the frequently asked questions on this page.  

Aalto University (53rd in the Times Higher Education THE ranking list of most international universities in the world) is a community of bold thinkers where science and art meet technology and business. We are committed to identifying and solving grand societal challenges and building an innovative future. Aalto has six schools with nearly 12 000 students and a staff of more than 4000, of which 400 are professors. Our main campus is located in Espoo, Finland. Diversity is part of who we are, and we actively work to ensure our community’s diversity and inclusiveness. This is why we warmly encourage qualified candidates from all backgrounds to join our community.

The Department of Computer Science is an internationally-oriented community and home to world-class research in modern computer science, combining research on foundations and innovative applications. With over 40 professors and more than 450 employees from 50 countries, it is the largest department at Aalto University and the largest computer science unit in Finland. Computer science research at Aalto University ranks high in several prominent surveys (47th worldwide and 9th in Europe in Shanghai subject ranking 2019; and 56th worldwide in Times Higher Education subject ranking 2020).

About Finland

Finland is a great place for living with or without family – it is a safe, politically stable and well-organized Nordic society. Finland is consistently ranked high in quality of life and was just listed again as the happiest country in the world: https://worldhappiness.report/news/its-a-three-peat-finland-keeps-top-spot-as-happiest-country-in-world/. For more information about living in Finland: https://www.aalto.fi/services/about-finland

More info:

twitter.com/fcai_fi
linkedin.com/company/fcai
youtube.com/channel/UC7nUhposDgxzDOKns_H5J0w
Newsletter: http://eepurl.com/gVPBpf

Aalto.fi 

twitter.com/aaltouniversity 
facebook.com/aaltouniversity
instagram.com/aaltouniversity

More about Aalto University:

Aalto.fi
youtube.com/user/aaltouniversity
linkedin.com/school/aalto-university/
www.facebook.com/aaltouniversity
instagram.com/aaltouniversity
twitter.com/aaltouniversity


Aalto University

Aalto University is where science and art meet technology and business. We shape a sustainable future by making research breakthroughs in and across our disciplines, sparking the game changers of tomorrow and creating novel solutions to major global challenges. Our community is made up of 13 000 students, 400 professors and close to 4 500 other faculty and staff working on our dynamic campus in Espoo, Greater Helsinki, Finland. Diversity is part of who we are, and we actively work to ensure our community’s diversity and inclusiveness. This is why we warmly encourage qualified candidates from all backgrounds to join our community.

The Aalto University School of Business is the leading business school in Finland. The School belongs to the select group of business schools that have been granted the most important international quality accreditations in its field. It aspires to be among the best business schools in Europe in terms of research excellence, a portfolio of pioneering B.Sc., M.Sc., Ph.D., and executive education programs, and contributions to society.

The Department of Management Studies invites applications for

POSTDOCTORAL RESEARCHER IN SUSTAINABILITY IN BUSINESS (2+1 years)

We are now looking a junior academic interested in research and teaching in the domain of sustainable business. The position is within the Organizations and Management discipline in the Department of Management Studies of Aalto University Business School.

About us

The department hosts a strong Sustainability in Business research group. The group is specialized in innovations towards sustainability, including circular economy, governance and institutions, and sustainability transitions. In addition to active publishing, the group is active in collaboration with companies and other stakeholders as well as creating societal impact. The department also has more general research groups on organization and management studies, focusing on diverse topics within organization theory, strategy and organizational behavior. Moreover, the department has a lively, international research community with numerous doctoral students and post-doctoral researchers from several countries. The working language at the department is English.

Department of Management Studies has existing research on organizing for sustainability, sustainability innovation, business models for sustainability and alternative economies. This work offers a basis for rethinking how businesses operate, how new actors and individuals can make contributions to sustainability and how sustainability debates unfold across societies and different global contexts.

The position is related to a new six-year inter-disciplinary project focusing on sustainable freshwater use and water stewardship. The management research in the project will focus broadly on water stewardship activities in multinational value chains as well as collective governance for water security and sustainability. For the applicants, existing research on topics such as environmental sustainability in management studies (esp. relating to water), cross-sector collaboration, legimacy and power, stakeholder theory, and governance of commons are considered as merits. Empirically, the project is primarily focused on qualitative approaches, so methodological skills in qualitative research are essential for the role.

Our expectations

The postdoctoral position is intended to allow the chosen researcher to pursue their own research agenda and to develop personal competencies. We expect the candidate to conduct high quality research and aim to publish in the leading international journals. The position is associated with a low teaching load.

We look for scholars who have completed their Ph.D. within the last four years, or are about to complete it. The Ph.D. is expected to be in a relevant field of study (such as management studies, social sciences, organizations and sustainability), but applicants from other areas may also be considered. The applicants should have demonstrated the ability to teach competently and to publish internationally. The position requires fluent skills in the English language. Finnish and other language skills are a merit.

Postdoctoral researchers are required to be in residence for the duration of the appointment, as we are looking for a member in our lively, welcoming departmental community. The appointment can begin Spring 2025, but the dates of the employment relationship can be negotiated. The position will be two years with a potential extension into a third year.

We offer 


	We offer you a full-time position for 2
	Thriving sustainability research community
	Stimulating research and working environment in one of the leading international universities
	Possibility to pursue cutting-edge research with a wide community of sustainability scholars and opportunities to participate in ground-breaking multi-disciplinary sustainability research.
	Possibility to attend of international academic conferences
	A salary, which will be defined according to Aalto University´s payroll system. As an employer, Aalto University provides excellent learning and development opportunities as well as occupational health care services, versatile exercise services and other employee benefits.


Aalto University also provides health care and retirement benefits. Finland is known for high quality of life, great work-life balance, clean nature, and family-friendly policies such as affordable high-quality daycare and free schools. Helsinki is a vibrant international city with a metropolitan area population of over 1.1 million people.

How to apply

If you want to join our community, please submit your application enclosing all relevant documents through our recruitment system Workday no later than February 16 , 2025 at 23:59 EET (UTC+2). Aalto University’s employees and visitors should apply for the position by using their existing Workday user account. Please see how to do it here.

To apply, please share the following application materials with us in English as a single file in PDF format (‘lastname_firstname_application.pdf’):


	Cover letter
	Curriculum Vitae
	List of publications (with five most significant publications highlighted)
	Names and contact information for two references
	A list of teaching experience
	A research plan for the postdoctoral period (1-2 pages)


Aalto University reserves the right for justified reasons to leave the position open, to extend the application period and to consider candidates who have not submitted applications during the application period.

For more Information

For inquiries about this position, please contact Prof. Samuli Patala (samuli.patala(at)aalto.fi) ). In questions related to the recruitment process, please contact HR Partner Jenna Knuutinen, jenna.knuutinen(at)aalto.fi. Please note that applications will be reviewed only after application time will expire and all candidates will be informed about the following process only after that. Please, do not send any attachments to HR via e-mail, all documents shall be provided through Workday -recruitment tool.

About Finland

Finland is a great place for living, both with or without family: it is a safe, politically stable and well-organized Nordic society which is consistently ranked highly in quality-of-life studies. Helsinki has been praised as one of the world’s most livable cities, e.g. by Monocle Magazine and in the Economist Intelligence Unit livability rankings. The World Happiness Report 2020 ranked Helsinki as the city with the highest well-being in the world. For more information about living in Finland: https://www.aalto.fi/en/services/why-finland

More about Aalto University:

Aalto.fi
youtube.com/user/aaltouniversity
linkedin.com/school/aalto-university/
www.facebook.com/aaltouniversity
instagram.com/aaltouniversity
twitter.com/aaltouniversity


Australia, Bundoora

Director, Strategic Procurement


	Executive position
	3 – 5 year contract
	Strategy Focus and Delivery


The Director, Strategic Procurement is responsible for the success of the procurement function and will work closely with other commercial and business service functions within the Procurement and Business Services (PBS) team. 

Reporting to the Executive Director, Procurement and Business Services, this position will be responsible for ensuring the delivery of quality procurement strategy, governance integrity, commercial best value, and executive quality reporting.

What we are looking for in this role: 


	A strong track record of diverse, high quality, fit for purpose sourcing strategy execution.
	Demonstrated ability to establish and sustain trusted relationships with internal and external stakeholders, extending to senior executives, business unit leaders, and key suppliers.
	Lead, mentor, and develop a team of skilled procurement professionals, fostering a collaborative and high-performance work environment.
	Demonstrated ability to provide strategic insight and detailed inquiry to project, program and portfolio oversight.
	Exceptional engagement and communications skills. 
	Proven capability to prioritise and adapt to deliver outstanding operational and commercial outcomes in a complex environment.
	Achieve best value strategic sourcing outcomes, measured through bottom line benefits, cost avoidance, performance improvements, and sustained business benefit.\


The requirements to succeed, in this role are:


	Significant Strategic Procurement experience and sound knowledge and understanding of contemporary strategic procurement approaches.
	Ability to effectively develop, communicate and present complex business case / procurement strategy proposals.
	Ability to take responsibility for delivery of programs of work that are impactful at an organisational level.
	Demonstrated capacity to collaborate and maintain strong and productive relationships with supply partners, teams, peers and stakeholders at all levels.
	Highly developed consulting, interpersonal, communication (written and oral) and presentation skills.
	Demonstrated capacity for analytical and conceptual thought in the diagnosis of problems and in providing innovative, timely, relevant and practical solutions.
	Strong consultative capability and the ability to consistently offer expert commercial and strategic procurement advice to achieve best value outcomes.
	Develop effective and efficient procurement process, track, measure and report procurement effectiveness.
	Identification of commercial and operational efficiency improvement opportunities. Manage implementation.
	Oversee the financial interface of procurement, ensuring budgetary compliance, and providing regular reports to senior management.


Join Our Team: At La Trobe University, we are committed to fostering a diverse and inclusive workplace where all employees can thrive. If you are passionate about cyber security and driven to make a positive impact in the higher education sector, we want to hear from you.

Welcome to Bundoora campus – Please click on the video link below:  

https://f.io/KDo0ceng

 Apply Now: To apply for this exciting opportunity, please:

Submit your resume and a cover letter outlining;


	Provide an example on how procurement influenced decisions and strategy to the business and what was the outcome?
	What attracts you to the Higher Education sector?


(Please note no more than 2 pages.)

Recruitment Enquiries:  Peter Andreopoulos P.Andreopoulos@latrobe.edu.au

Email:  P.Andreopoulos@latrobe.edu.au

Closing date:  By 11:55pm Sunday 19th January 2025

 Position Description below:

50148224 PD Director Strategic Procurement ESMC1.docx

Aboriginal and Torres Strait Islander Applicants 
We welcome and strongly encourage applications from Aboriginal and Torres Strait Islander people. 

La Trobe University is committed to creating a diverse and inclusive workforce. We take an intersectional approach by actively supporting and encouraging people of all backgrounds and abilities to submit an application and aim to ensure that the recruitment and employee experience is as accessible and inclusive as possible. Flexibility in interview format will be offered to shortlisted candidates.

 All La Trobe University employees are bound by the Working with Children Act 2005.  If you are successful, you will be required to hold a valid Victorian Employee Working with Children Check prior to commencement.




La Trobe University

United Kingdom, Glasgow

Closing date: 27/01/2025
Salary Range: £32,296 - £33,882
FTE: 1 (35hours/week)
Term: Fixed (6 months)

We are seeking a Research Assistant to work in the marine modelling group of the Department of Mathematics and Statistics. The successful candidates will join our team working on applying and extending the scope of the StrathE2E marine ecosystem model for regions of the Atlantic Ocean (https://outreach.mathstat.strath.ac.uk/apps/StrathE2EApp/), contributing to research being carried out in the Mission Atlantic (https://missionatlantic.eu) research programme.

The successful applicants will have obtained at least an honours degree and preferably a Masters in a quantitative field of marine environmental science. They will need to demonstrate an up-to-date knowledge of research on marine fisheries and/or climate change, and their effects on food webs and the marine environment. They will also show an aptitude for writing research reports, and have experience of coding in R.

For any informal enquiries, please contact Chancellors fellow, Jack Laverick (jack.laverick@strath.ac.uk)

please click here for further details.pdf


University of Strathclyde

United Arab Emirates, Abu Dhabi

Description

We are inviting applications for a Post-doctoral Associate in the Division of Social Science at NYU Abu Dhabi from individuals who have or will soon receive a PhD in sociology, demography, or a related discipline. This is a three-year appointment and will begin September 1, 2025, subject to final budget approval. 

The post-doctoral associate will spend half their time on independent research, and half their time on collaborative research with Professors Sabino Kornrich and Luca Maria Pesando. The collaborative research will focus on parenting in an international or comparative perspective, ideally using experimental and quasi-experimental methods to examine parenting norms.

 We seek a candidate with expertise in childhood, parenting, or the family broadly, and with interest in inequality and social stratification. An ideal candidate would also have strong methodological skills, either quantitative or qualitative, and have some exposure to survey experiments in the social sciences.

 The position does not require teaching, but it may be possible to get teaching experience for compensation. You would join a group of over 20 post-doctoral fellows and 70 faculty in the Division of Social Science.

 For consideration, applicants must submit a cover letter, curriculum vitae with full publication list, statement of research interests, a transcript, and two letters of reference, all in PDF format. If you have any questions, please email Sabino Kornrich at sk8433@nyu.edu.

About NYU Abu Dhabi

NYU Abu Dhabi is a degree-granting research university with a fully integrated liberal arts and science undergraduate program in the Arts, Sciences, Social Sciences, Humanities, and Engineering. NYU Abu Dhabi, NYU New York, and NYU Shanghai, form the backbone of NYU’s global network university, an interconnected network of portal campuses and academic centers across six continents that enable seamless international mobility of students and faculty in their pursuit of academic and scholarly activity. This global university represents a transformative shift in higher education, one in which the intellectual and creative endeavors of academia are shaped and examined through an international and multicultural perspective. As a major intellectual hub at the crossroads of the Arab world, NYUAD serves as a center for scholarly thought, advanced research, knowledge creation, and sharing, through its academic, research, and creative activities.

EOE/AA/Minorities/Females/Vet/Disabled/Sexual Orientation/Gender Identity Employer

UAE Nationals are encouraged to apply.

 Working for NYUAD

To help Postdoctoral Associates and faculty thrive, we offer a comprehensive benefits package. This starts with a generous relocation allowance to ensure a smooth transition to Abu Dhabi. It includes a competitive salary; housing and transportation allowances; educational assistance for your dependents attending school in the UAE; and access to health and wellness services. Click here for more information on benefits for you and your family.

Equal Employment Opportunity Statement

For people in the EU, click here for information on your privacy rights under GDPR: www.nyu.edu/it/gdpr

NYU is an equal opportunity employer committed to equity, diversity, and social inclusion.

Deadline: Feb 14, 2025 at 11:59 PM Eastern Time


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