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Phd scholarship in machine learning for enzyme and process engineering

Perth
Technical University Of Denmark
Posted: 15 December
Offer description

The Computational Protein Engineering (CPE) group at The Novo Nordisk Foundation Centre for Biosustainability
Organisation/Company Technical University Of Denmark Department The Computational Protein Engineering (CPE) group at The Novo Nordisk Foundation Centre for Biosustainability Research Field Chemistry » Biochemistry Computer science » Informatics Biological sciences » Biological engineering Researcher Profile First Stage Researcher (R1) Positions PhD Positions Country Denmark Application Deadline 31 Jan *********:59 (Europe/Copenhagen) Type of Contract Temporary Job Status Full-time Hours Per Week 37 Is the job funded through the EU Research Framework Programme? Horizon Europe - MSCA Is the Job related to staff position within a Research Infrastructure? No
Offer Description
The Computational Protein Engineering (CPE) group at The Novo Nordisk Foundation Centre for Biosustainability (DTU Biosustain) is developing novel methods to engineer proteins more effectively using state-of-the-art experimental and computational approaches. Our mission is to develop innovative and sustainable solutions to the most pressing issues facing our societies in terms of bioproduction and bioremediation. To support this goal, we are looking for a colleague who is independent, who thrives within an interdisciplinary environment at a world-class research centre, and who is highly motivated to move the area of enzyme engineering to the next level, while having a positive impact on our world. When joining our group, you get the opportunity to use the latest algorithms in machine learning for improving protein function, for instance, enzyme activity, selectivity, or stability, etc. We currently work with enzymes involved in the biosynthesis of natural products and biochemicals as well as in the breakdown of greenhouse gases including CO2 and CH4 .
The PhD project is part of the Horizon Europe Marie Sklodowska-Curie Action (MSCA) doctoral network (DN) ELEGANCE (machine LEarning for inteGrated multi-parAmetric eNzyme and bioproCess dEsign), and it will focus on
:
Engineering monooxygenases for enhanced activity, selectivity and stability
Strain engineering for high-throughput screening of enzyme libraries
Setting up analytics including HPLC, LC-MS and GC-MS
Protein expression, purification and characterization using biochemical and biophysical assays
Variant identification using next generation sequencing
Applying machine learning-guided directed evolution to improve multiple enzyme properties
Upscaling selected biotransformation reactions in collaboration with academic partners
Responsibilities and qualifications
Responsibilities:
Combine enzyme and process engineering supported by machine learning as described above
Participate in training events, workshops and secondments within MSCA doctoral network ELEGANCE
Collaborate within the CPE research group and our local, national and international networks
Report your research results in peer-review scientific publications and international conferences
Disseminate your results through public engagement and social media
Teach and supervise MSc and BSc students as well as research assistants
Qualifications:
MSc in biotechnology, biochemistry, biology, chemistry, biophysics, or related area
Experience with molecular biology and protein engineering
Experience with assay development and enzyme kinetics
Excellent English proficiency in written and oral form
Excellent communication and social skills for working within an interdisciplinary research team
Strong analytical skills and ability to work independently
Preferred qualifications but not mandatory:
Experience with bioinformatics including NGS (Nanopore, Illumina, PacBio)
Experience with automation and coding in Python or other programing languages
Experience with protein software tools like AlphaFold3, Boltz2, PyMOL, Chimera, etc.
Interest in advanced computational methods to improve and understand protein function
Interest in entrepreneurship to make a positive impact on planetary and human health
You must have a two-year master's degree (120 ECTS points) or a similar degree with an academic level equivalent to a two-year master's degree.
Approval and Enrolment
The scholarship for the PhD degree is subject to academic approval, and the candidate will be enrolled in one of the general degree programmes at DTU. For information about our enrolment requirements and the general planning of the PhD study programme, please see DTU's rules for the PhD education .
We offer
DTU is a leading technical university globally recognized for the excellence of its research, education, innovation and scientific advice. We offer a rewarding and challenging job in an international environment. We strive for academic excellence in an environment characterised by collegial respect and academic freedom tempered by responsibility.
Salary and appointment terms
The preferred starting date is 1st June **** (or according to mutual agreement). The appointment will be based on the collective agreement with the Danish Confederation of Professional Associations. Furthermore, the PhD salary will be based on the Marie S. Curie compensation scheme conditions and according to the grant agreement. The period of employment is 3 years. Based on seniority the candidate will receive a minimum of DKK ******,83 (base salary) and *****,00 (PhD supplement). In addition, DTU will also pay pension consisting of 18,07%. Finally, it is possible to apply for family allowance.
Application procedure
Your complete online application must be submitted no later than
31 January **** (23:59 Danish time)
.
Applications must be submitted as
one PDF file
containing all materials to be given consideration. To apply, please open the link "Apply now", fill out the online application form, and attach
all your materials in English in one PDF file
. The file must include:
A letter motivating the application (cover letter)
Grade transcripts and BSc/MSc diploma (in English) including official description of grading scale
You may apply prior to obtaining your master's degree but cannot begin before having received it.
Applications received after the deadline will not be considered.
All interested candidates irrespective of age, gender, disability, race, religion or ethnic background are encouraged to apply. As DTU works with research in critical technology, which is subject to special rules for security and export control, open-source background checks may be conducted on qualified candidates for the position.
The Novo Nordisk Foundation Bioresearch Institute for the Green Transition (BRIGHT)
Recent progress in our ability to read and write genomic code, combined with advances in automation, analytics and data science, has fundamentally changed the scope and ambition of harnessing the potential of biological systems. Big data approaches and analysis of biological systems are key research instruments at the Center. DTU Biosustain utilizes these advances for microbial cell factory design to foster sustainable lifestyles in relation to three application areas: Sustainable Chemicals, Natural Products, and Microbial Foods.
Technology for people
DTU develops technology for people. With our international elite research and study programmes, we are helping to create a better world and to solve the global challenges formulated in the UN's 17 Sustainable Development Goals. Hans Christian Ørsted founded DTU in **** with a clear mission to develop and create value using science and engineering to benefit society. That mission lives on today. DTU has 13,500 students and 6,000 employees. We work in an international atmosphere and have an inclusive, evolving, and informal working environment. DTU has campuses in all parts of Denmark and in Greenland, and we collaborate with the best universities around the world.
Research Field Biological sciences » Biological engineering Education Level Master Degree or equivalent
Additional Information
Work Location(s)
Number of offers available 1 Company/Institute The Computational Protein Engineering (CPE) group at The Novo Nordisk Foundation Centre for Biosustainability (DTU Biosustain) Country Denmark State/Province Copenhagen City Copenhagen Postal Code **** Street Building 200, Sølvtofts Plads
#J-*****-Ljbffr

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