Lediga jobb som Civilingenjör, teknisk fysik i Mölndal

Job description
Master’s thesis in machine learning: Geometrical invariances in computationally efficient transformer neural network architectures


Thesis type: 30 credits
Project start: January 2024
Student location: On Site, Gothenburg Sweden



Abstract


Transformer architectures (attention mechanisms) is a rather new way of approaching dependencies in space/time. Prior to attention one needed to propagate information through many layers of a neural network and make rather restrictive assumptions on the spatial dependency structure to model long-term dependencies. With transformers it is possible to find a direct and flexible connection (ideally) within just one layer. This has dramatically enhanced the performance of models in many fields, such as computer vision and natural language processing, and has laid the foundation for much of the breakthroughs in AI/ML during the last years (like chat-GPT for instance). 


Although transformers have many positive properties, like most things they also have some drawbacks. One of these is that the "attention" mechanism requires evaluating a matrix between all "tokens" at the same time. This means that it scales quadratically in both memory and processing. For computer vision problems, this drawback makes it infeasible to work with large transformer-based networks without having access to heavy computational resources. This problem is further amplified if one wants to perform analysis in space and time (moving images).


Due to this restriction, strong AI-models are so far only available to the few with strong computational resources and a large energy budget, making it a concern for equity and environment as well as a bottleneck for scientific and engineering progress. In this thesis the student will do research, perform analysis, develop code, and make (and evaluate) algorithms for sparse representations of the attention mechanism. Emphasis should be put on incorporating different types of geometric invariances into such a sparse representation.


At AstraZeneca, all of our employees make a difference to patients’ lives every day. We operate in more than 100 countries around the world and are one of Sweden’s most important export companies.


With more than 2,400 employees from 50 countries, the vibrant Gothenburg site helps to support the entire life-cycle of AstraZeneca medicines, from drug discovery and clinical trials, to global commercialisation and product maintenance. Gothenburg is one of AstraZeneca’s three strategic, global R&D centres, alongside Cambridge and Gaithersburg, and plays a central role in our mission to deliver life-changing medicines to patients.


Application
Randstad Life Sciences is collaborating with AstraZeneca in this recruitment process. Please send your application in English and we only accept applications through Randstad’s website.


Deadline for application: 2023-11-03, selection and interviews will be ongoing. The position may be filled before the last day of application, therefore, apply as soon as possible.


All chosen candidates need to pass a background check and an alcohol and drug test before starting the project. 

Responsibilities
In this thesis the student will do research, perform analysis, develop code, and make (and evaluate) algorithms for sparse representations of the attention mechanism. Emphasis should be put on incorporating different types of geometric invariances into such a sparse representation. 

Qualifications
The student need to have experience of programming in a machine learning neural network framework (like PyToch, TensorFlow or similar). The student should also have a strong general programming background as well as a good understanding of linear algebra, statistics, and mathematical modelling. We see that the student is pursuing a degree in mathematics, physics, computer science, data science, or some similar quantitative field. 

About the company
If you’re inspired by the possibilities of science to make a difference and ready to discover what you can do – join us! 


At AstraZeneca we are guided in our work by a strong set of values, and we’re resetting expectations of what a bio-pharmaceutical company can be. By truly following the science, we pioneer new methods, new thinking and bring unexpected teams together. From scientists to sales, lab techs to legal, we’re on a mission to turn ideas into life-changing medicines that transform lives. We need great people who share our passion for science and have the drive and determination to meet the unmet needs of patients around the world. If you’re swift to action, confident to lead, willing to collaborate, and curious about what science can do, then you’re our kind of person.


AstraZeneca is an equal opportunity employer. AstraZeneca will consider all qualified applicants for employment without discrimination on grounds of disability, sex or sexual orientation, pregnancy or maternity leave status, race or national or ethnic origin, age, religion or belief, gender identity or re-assignment, marital or civil partnership status, protected veteran status (if applicable) or any other characteristic protected by law. AstraZeneca only employs individuals with the right to work in the country/ies where the role is advertised. Visa mindre

Vill du arbeta med samhällsviktig infrastruktur på ett företag som är drivande i omställningen till ett hållbart samhälle? Vill du vara med? Just nu söker vi en projektör för fjärrvärme och fjärrkyla.



ERBJUDANDE
Vi kan erbjuda dig ett varierande och utvecklande arbetet med Mölndal som ditt arbetsfält. Din insats kommer att göra nytta varje dag - utan energi stannar Mölndal.

Mölndal Energi är en arbetsplats där vi drivs av att arbeta tillsammans, engagerat och effektivt. En nyckel till vår framgång är kompetenta och engagerade medarbetare som känner ansvar för sitt arbete. Du kommer till en vänlig och öppen kultur som uppmärksammar varandra och arbetar långsiktigt.

DIN ROLL
Mölndal Energi söker en projektör till supportenhet energiservice som arbetar på uppdrag åt Mölndal Energis affärsområden inom el, fjärrvärme, fjärrkyla och energitjänster. På energiservice är vi 20 medarbetare med olika uppdrag och kompetenser.

Som projektör kommer du ansvara för projekteringen i exploateringsprojekt, reinvesteringsprojekt samt investeringsprojekt. I detta ingår bland annat platsbesök, kontakter med kommunen, markundersökningar, dimensioneringar och upprättandet av kostnadskalkyler. Som projektör kommer du även samverka och samarbeta med olika aktörer/intressenter/ledningsägare samt medverka vid upphandlingar.

VEM ÄR DU?

* Eftergymnasieutbildning inom VVS eller motsvarande kompetens
* Dokumenterad erfarenhet från projekteringsarbete
* Erfarenhet av att rita och läsa CAD ritningar
* God svenska i tal och skrift

Som person är du självständig och drivande med ett utvecklingsfokus. Du tar egna initiativ, är kommunikativ, affärsmässig och lyhörd gentemot kollegor, kunder och intressenter.

SÖK TJÄNSTEN IDAG
I den här rekryteringen samarbetar Mölndal Energi med Jefferson Wells. Vid frågor är du välkommen att kontakta ansvarig rekryteringskonsult Anna Edemyr, 0727 - 30 52 46, [email protected] Vi arbetar med löpande urval så skicka in din ansökan omgående dock senast den 15 januari.

Vi ser fram emot att höra från dig!

OM MÖLNDAL ENERGI
Vi på Mölndal Energi brinner för att Sverige ska nå miljömålen långt före 2045. Därför är vi ett fossilfritt energiföretag redan idag. Vi använder noll fossila bränslen när vi producerar el och värme till våra kunder. Det gör både oss och dem till riktiga nollor. Men vi tycker inte det räcker med att använda förnybar och fossilfri el - vi vill också minska. Visa mindre

At Hitachi Energy our purpose is advancing a sustainable? energy future for all. We bring power to our homes, schools, hospitals and factories. Join us and work with fantastic people, while learning and developing yourself on projects that have a real impact to our communities and society. Bring your passion, bring your energy, and be part of a global team that appreciates a simple truth: Diversity + Collaboration = Great Innovation
Seize this opportunity to take on a highly visible position in a global organization. As a Technical Consultant at Power Consulting, a department within Hitachi Energy working with both internal and external clients in the energy sector, you’ll be part of a renowned global team of power system and energy consultants. In the role, you will have the opportunity to contribute to the green transition and create a more sustainable energy future for all. So, if you want to take the next step in your career, and contribute to develop a stronger, smarter, and greener energy system – Join us now, we are ready for you!
Your responsibilities
In this exciting role, you will get the opportunity to take part in major assignments related to the green energy transition together with our consultants and experts from local as well as international Power Consulting offices.
The assignments are typically within the area of renewable energy, green hydrogen and power systems with tasks focusing on power system analysis (power system modelling and simulation, power quality analysis, etc.).
Cooperation and work in teams with leading specialists together with Hitachi Energy well-defined career path ensures exciting and motivating career with fast development along own interests and personality traits.
You will be living Hitachi Energy core values of safety and integrity, which means taking responsibility for your own actions while caring for your colleagues and the business.

Your background
You hold a Master’s degree in electrical engineering, electrical power systems or similar. Experienced professionals or fresh out of university – we are interested in all kinds of people.
You have a great interest and preferably a couple of years of experience in the consulting and energy sector.
Knowledge in power systems analysis, and in software simulation tools such as PSS/E, PSCAD and/or DIgSILENT Power Factory.
Programming skill in Python, C++, etc. is a merit.
You have an analytical mindset, you are independent, self-going and take your own initiatives to solve problems.
As a person, you are collaborative and communicative.
It is necessary to be fluent in Swedish and English.

More about us
We are interested to learn more about you and what you can contribute with so don’t hesitate to apply even if you don’t meet all the requirements. A team with great cooperation and with diverse backgrounds is waiting for you to join! Welcome to apply before 13th of April! Applications will be reviewed on an ongoing basis, so don’t delay – apply today!
Recruiting Manager, Joachim Andersson, [email protected] will answer your questions about the position. Union representatives – Sveriges Ingenjörer: Jan Skogeby, +46 107-381642; Ledarna: Christer Fridlund, +46 107-38 29 12; Unionen: Karin Ulvemark, +46 730-70 01 20. All other questions can be directed to Talent Partner, Johanna Laiv, [email protected]
Hitachi Energy is a global technology leader that is advancing a sustainable energy future for all. We serve customers in the utility, industry and infrastructure sectors with innovative solutions and services across the value chain. Together with customers and partners, we pioneer technologies and enable the digital transformation required to accelerate the energy transition towards a carbon-neutral future. We are advancing the world’s energy system to become more sustainable, flexible and secure whilst balancing social, environmental and economic value. Hitachi Energy has a proven track record and unparalleled installed base in more than 140 countries. Headquartered in Switzerland, we employ around 40,000 people in 90 countries and generate business volumes of approximately $10 billion USD. www.hitachienergy.com Visa mindre

Founded in 1953 in Gothenburg, Sweden, the Kappahl Group is a leading fashion chain in the Nordics, with around 370 Kappahl and Newbie stores, and Shop Online in Sweden, Norway, Finland, Denmark, Poland and the UK.

The Kappahl team consists of some 4,000 colleagues at 400 workplaces in 10 countries, all with different backgrounds, ages, skills and styles. Our common motivation is to offer fashion fit for life to a wide variety of people and lifestyles. A Responsible Fashion that that feels right, for the bearer and for the world we live in. Today, 70% of the products are labelled as more sustainable. Kappahl’s goal is for 100% to be made of more sustainable materials by 2025.
More information at www.kappahl.com.


Welcome to workdays filled with development, creativity, and fantastic colleagues! Kappahl is growing – join our successful journey. We are now recruiting a new role to make even more difference. Apply today!

Kappahl exist to celebrate diversity in everyday life. We want to broaden the definition of diversity to include many ways of living life – empowering people to stay true to themselves at any given time, our customers as well as our employees.

 

We offer you Everyday life as a Quality & Sustainability Specialist is to secure and develop Kappahl's standard for labelling, packing and certifications to meet legislations and business goals.

You will be responsible to define a quality standard with requirements for Kappahl's product labelling and packing. Set routines, work processes and criteria's that complies with Kappahl's requirements for labelling, packing and certifications. Guide and support colleagues across the organisation to ensure that requirements are fulfilled.

Continuously follow progress and be up to date of criteria and legislation for product labelling and packing. As a member of the Business Units Sustainability Team, collaborate with Assortment and Production teams, act with focus on Kappahl as a group. You are reporting to Sustainability Manager Business Units.

Your profile You have a technical academic degree in textile, sustainability, or another relevant field. Experience from working with regulations, certifications, and legislations in similar role. Good knowledge about indirect material, quality assurance, material development and certification processes. Understanding of fashion products effect on people and the environment, through a life cycle perspective. You have the ability to take lead and to manage change. You will need to be fluent in English. 

Your personality You are structured and have a heart for development and problem solving, react quickly on changed demands, can easily adapt and come up with new ideas to meet new requirements. Good communication skills. Be able to convey messages and information in a clear and enthused way. You thrive best in a developing environment where no day is the same.

You are a natural and inclusive person who acts with integrity and secureness in a multicultural environment. Further, you are used to have many contacts areas and good cooperation is self-evident for you.
Experience is great, really, at the same time we believe that if you love what you do, experience and competence will come along the way.
Of course, you recognize yourself in our values: Joyful, Inclusive and Courageous.

Are you interested? The position is permanent, placed at our head office in Mölndal. Kappahl wants to be A Place To Belong therefore we work with a hybrid working environment. Which means you can work remotely when it is more suitable for your work schedule. We look forward to your application by 30th of April. Visa mindre

I Mölndals stad är vi stolta över att ha Sveriges viktigaste jobb där vi tillsammans skapar bästa möjliga vardag för våra medborgare. Med mod och kreativitet utvecklar vi våra verksamheter och bidrar till att Mölndal blir en ännu bättre plats att leva och jobba i. Välkommen att göra skillnad i människors vardag varje dag!

Mölndals Stad ligger söder om Göteborg men norr om Kungsbacka. Med våra nästan 70 000 invånare är vi en lagom stor kommun där nära samarbeten blir möjliga. Att arbeta i kommunen är ett betydelsefullt arbete som gör direkt skillnad i Mölndalsbornas vardag.



ARBETSUPPGIFTER
Har du ett genuint intresse för samhällsbyggnadsfrågor? Om du dessutom har kompetens och vana vid juridiska bedömningar och ett brinnande intresse för tillsyn inom PBL hoppas vi att du blir vår arbetskamrat på Bygglovsenheten i Mölndals stad.

Idag består arbetslaget av sju engagerade bygglovhandläggare/byggnadsinspektörer och en tillsynshandläggare/jurist som rapporterar direkt till bygglovschefen. Stadsbyggnadsförvaltningen ansvarar för hanteringen av bygglov och annan myndighetsutövning enligt plan- och bygglagen, PBL. Stadsbyggnadsförvaltningen ansvarar även för kommunens detalj- och översiktsplanering, mark- och exploateringsfrågor, kommunala lantmäterimyndigheten och kommunens GIS-verksamhet.

Du kommer att ha ditt huvudsakliga fokus på tillsynsärenden inom plan- och bygglagen. Då handläggningen berör alla ärendekategorier innebär det att du har ett nära samarbete med alla handläggare och vår egen jurist på bygglovenheten. I handläggningen ingår utredning, kommunicering och beslutsfattande. Du tar fram yttranden och tjänsteskrivelser med beslutsförslag till Byggnadsnämnden. Du är också delaktig i att skriva fram yttrande till domstol. Arbetet innebär många kontakter med Mölndals stads medborgare och företag.

Som medarbetare är du med och påverkar och bidrar till enhetens goda stämning och fortsatta utvecklingsarbete.


KVALIFIKATIONER
Vi söker dig som har en högskoleutbildning inom samhällsbyggnadsområdet. Att du har god kunskap och erfarenhet av myndighetsutövning inom PBL är ett krav.
Eftersom en stor del av arbetet går ut på att skriva och kommunicera ärenden ställer det stora krav på flytande svenska i tal och skrift och är därför ett grundläggande krav för tjänsten.

Du är van vid att driva dina egna processer, har en god administrativ förmåga och planerar och strukturerar ditt arbete på ett effektivt sätt. Du trivs bra med att arbeta i team och du har ett lyhört förhållningssätt. Som person är du lugn, stabil och relationsskapande. Du kommunicerar på ett tydligt och pedagogiskt sätt och säkerställer att budskap når fram, samtidigt som du påminner och följer upp. Du har en helhetssyn, tar hänsyn till flera perspektiv och har god förmåga att göra korrekta avvägningar, med avseende till verksamhetens bästa.

Det är viktigt att du har stor förståelse för den politiska dimensionen av arbetet. Vi söker dig som ser möjligheter i förändringar och som bidrar med engagemang och kompetens. Arbetet innebär utåtriktad verksamhet så vi kommer lägga stor vikt vid dina personliga egenskaper. Vi har alltid medborgaren i fokus och vill därför att du har en god samarbetsförmåga, hög servicemedvetenhet, och är engagerad och noggrann i din tjänsteutövning.

Välkommen med din ansökan!


ÖVRIGT
Vi ser mångfald som en styrka och välkomnar därför sökande med olika bakgrund.

Behöver du hjälp med att söka tjänsten? Kontakta kundservice på 0771-693 693.

Vi vill upplysa om att din ansökan är en offentlig handling enligt offentlighetsprincipen.

Inför rekryteringsarbetet har vi tagit ställning till rekryteringskanaler och marknadsföring. Vi undanber oss därför bestämt kontakt med mediesäljare, rekryteringssajter och liknande. Visa mindre

Clinical Supply Program Lead

Hays Life Science is now looking for a Clinical Supply Program Lead for a consulting assignment at AstraZeneca in Gothenburg. The assignment is initially 1 year with the chance of extension. Send your application no later than July 14th.

About the role:
At AstraZeneca we turn ideas into life changing medicines and strive to continuously meet the unmet needs of patients worldwide. Working here means being entrepreneurial, thinking big and working together to make the impossible a reality. If you are swift to action, confident to lead, willing to collaborate, and curious about what science can do, then you're our kind of person.

Pharmaceutical Technology and Development (PT&D) is the bridge which turns brilliant science into actual medicines that help millions of people. We work across the entire value chain, designing and delivering active ingredients, formulations and devices required to support new medicines - from supplies for use in clinical trials to developing the technology to ensure drugs can be scaled up for commercial manufacture.

Are you a strong project leader? Do you have experience in any of the following areas: supply chain, clinic or pharmaceutical development? If so, this could be the next step in your career!
Our global Clinical Program Supply Chain team is growing, and we are now looking for a Clinical Supply Program Lead to join our team in Gothenburg. Maybe you are the one?

As a Clinical Supply Program Lead (CSPL) you will manage and have responsibility for end to end supply to our clinical studies. These supply chains are complex with typically high variability in demand, long lead times, technical complexity, regulatory constraints and high cost of goods. Our customer expectations are high with a focus on 100% availability of medicine to patients, speed to deliver and at a minimal cost. This complexity is likely to increase, and customer demands will remain high.

The CSPL will lead cross-functional Supply Chain Teams and represent Clinical Manufacturing and Supply on PT&D Project Teams (or similar eg. CMC Teams) throughout the life cycle of the project.
The CSPL works in collaboration with customer functions to influence and manage demand and is responsible for all Clinical Manufacturing and Supply project deliverables to the business through leadership of the Supply Chain Team.


Accountabilities include:
* Collaborating with customers (eg. Global Medicines Development, Global Medical Affairs, and other PT&D and Pharm Sci functions) determine, influence and manage demand for drug substance, drug product and patient packs, including requirements for placebo, comparators and rescue/challenge medication.
* Producing a supply strategy documenting the design, setup and how the supply chain will operate for the project.
* Establishing the Supply Chain for development projects and ensure delivery of the end to end supply of materials, moving from development sources to commercial sources of manufacture.
* Understanding GMP (Good Manufacturing Practice) and the impact it has on supply chain activities.
* Monitoring the performance of the Supply Chain and optimize for higher volume phases of the project, balancing speed, quality and cost with respect to the agreed level of risk.
* Accountable for a significant budget for supply activities and materials for a project.
* Maintaining appropriate information for supply activities in PLANIT on an ongoing basis and in line with RBU.
* Ensuring timely delivery of information to meet internal and external regulatory and legal requirements
* Managing change in demand and supply, resolve issues, escalating when appropriate.


Required Skills & Knowledge
* Degree in supply chain related or drug development discipline or equivalent qualification or experience.
* Extensive experience working in supply chains.
* Significant experience managing and influencing customer demands.
* Significant knowledge of drug development, manufacturing, supply chain and clinical processes including GXP standards.
* Experience of project management. Visa mindre

Researcher within Polymer composites with focus on Structural Analysis and ModellingRISE Research Institutes of Sweden is Sweden’s research and innovation partner. In international collaboration with companies, academia and the public sector we contribute to a more competitive industry and commerce and a more sustainable society. Our 2700 co-workers drive and support all kinds of innovation processes. RISE is an independent, governmental research institute that offers unique expertise and over a hundred test and demonstration facilities for future proof technologies, products and services.RISE SICOMP AB is a unit within RISE dedicated to research and development of lightweight, high strength fibre reinforced composite materials, production processes and products. We conduct research and industrial assignments for customers within the aerospace, marine, automotive and power sectors and we have offices in Mölndal, Piteå, and Linköping. Of our projects almost half are with international customers, mainly within Europe. To meet an increased demand for our services we now need to recruit qualified personnel.About the positionThe Structural Analysis and Modelling group at RISE is responsible for developing analysis methods for structural analysis of fibre-reinforced composites, in particular with regards to strength, dynamic events and long-term performance. The work involves a mixture of National and European research projects and applied industry-driven assignments. The position involves technical and methodological developments in the area of structural mechanics.We are looking for an experienced structural analyst with at least five years of experience in industry and/or a research in the area of structural analysis. Previous experience of full structure analysis and stability (buckling/post-buckling) analysis is preferable. You have strong interest in research and can work independently. Competence in fibre reinforced polymers and an industrial network are beneficial. You will analyze industrial requirements, apply for appropriate funding, plan and lead proposals and if successfully granted, lead the project work together with project team. Documentation and communication of results is usually done directly with the customers and/or publicly through conferences and seminars. We value your ability to build and maintain relevant networks in with both research partners, industrial customers and equipment suppliers.RISE SICOMP provides an exciting environment where you will have access to advanced equipment and simulation tools as well as many specialists to discuss opportunities and new ideas. You will be part of a creative team in Mölndal where the goal is to develop a competitive hub for research and development within composite simulation.Placement: MölndalWho are you?You are driven and independent with interest in developing in the area of composite structural analysis, and you look forward to being involved in new challenges. You want to collaborate with personnel in our other offices in Piteå and Linköping. You are responsive to the customers and their desires and can turn complex issues into feasible project plans and you have the interest and ability to build long-term, professional contacts with external partners and financiers. You like to drive the development and you have high integrity in relation to your research and to the customer. You are familiar with and enjoy communicating results orally and in writing.Education and experience:You hold a post-graduate degree in any of the areas of mechanical engineering, aerospace engineering, materials or neighboring areas.Experience in composite simulation, structural analysis, method development and numerical methods is meritorious.You should have experience in leading research projects, and it is an advantage if you led industrial development projects in some form.You need to be fluent in English (written and oral) and good knowledge in Swedish is advantageous.This job may include travel and a driving license valid in Sweden is beneficial.Welcome with your application!To learn more about this position, call Ingrid Berqvist, Vice President, +46 (0)10 228 49 35. Last day to submit your application is 2019-09-14.Union representative is Fredrik Ahlqvist (Sveriges Ingenjörer), phone: +46 (0)10 228 49 52.Structural analysis, modelling, simulation, method development, analytical, polymer composite materials, management, composite, RISE, Mölndal Visa mindre

Som medarbetare i VETEC AB kommer du att få jobba med avancerad beräkning mot några av världens ledande industriföretag. Vi är pådrivande inom metodutveckling, beräkningsprocesser och arbetssätt och värdesätter därför ett stort engagemang och en förmåga att ta sig an sina arbetsuppgifter på ett strukturerat sätt.

Du jobbar idag som beräkningsingenjör inom något av våra tillämpningsområden och har lång erfarenhet av de vanligast förekommande programvarorna, se vidare Kompetenser/kvalifikationer.
Vi väljer våra kollegor noggrant med kompetens och personliga egenskaper i fokus.
Gruppen Elektromagnetik är på stark frammarsch och vi söker nu en person med minst 3 års relevant erfarenhet.

Utbildningskrav:
Masters-, civilingenjörsexamen eller doktorsexamen med tydlig inriktning mot simulering inom elektromagnetik.

Kompetenser/kvalifikationer:
Erfarenhet från någon/några av följande programvaror:
– Ansys Maxwell
– Flux
– JMG

Erfarenhet från någon/några av följande tillämpningsområden:
– Elmotorer
– El- och hybridfordon
– Kraftelektronik



VETEC är det mindre konsultföretaget där man trivs och har kul med sina kollegor. Vi är professionella och har en tekniskt involverad och engagerad ledning. Våra kunder utgörs av Sveriges största industriföretag och vi gillas för att vi värnar om kompetens och kvalité.
Specialitet: Beräkning och simulering inom Strukturmekanik, Elektromagnetik och Dynamik.
Bolagets storlek: 15-20 anställda. Grundades: 2011. Visa mindre