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Whereas the last episode focused on architecture at enterprise scale, this episode is looking at architecture for software solutions.
I was fortunate enough to meet with 3 solutions architects from Amazon Web Services in the US: Akash Gheewala, Ro Mullier and John Majarwitz.
As we discuss in this episode, the path to become an architect varies: whether it is moving into the role straight away or gradually after years in software engineering.
Architecture can be an attractive choice for engineers who want to develop their career but don't want to leave the technical field. However, as you move into the role of architect you will need to develop more than technical skills, be that business acumen or stakeholder management.
Research software engineering is a relatively young discipline. But it is rapidly expanding and I think there is an opportunity for us to learn from our colleagues in the private sector: whether it is for developing career paths or software solutions for complex engineering tasks.
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This podcast is licensed under the Creative Commons Licence: https://creativecommons.org/licenses/by-sa/4.0/
Architecture at large scale, such as in enterprises and organisations with complex infrastructure, puts very different demands on the role than being a software engineer or even solutions architect. For sure, you will need solid technical skills. But the ability to convince and drive solutions become more and more important.
In this episode I talk to three ex-colleagues of mine from Elsevier - who have been working as enterprise architects for some time. And we touch on the challenges of the role and how they deal with it.
Links you may want to follow up on:
- Lean Software Architecture http://www.leansoftwarearchitecture.com
- Melvin Conway's paper: "How do committees invent?" http://www.melconway.com/Home/Committees_Paper.html
- Conway's Law: http://www.melconway.com/Home/Conways_Law.html
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This podcast is licensed under the Creative Commons Licence: https://creativecommons.org/licenses/by-sa/4.0/
This is the first part on software architecture. Meet James Smithies from Kings College in London (UK), Steve Crouch from the Software Sustainability Institute/Southampton (UK) and Keith Gutfreund from Elsevier, Boston (USA).
Together we explore, what architecture means in software development, both in the private sector and in research; how - and if - architecture fits in with research software engineering.
Links:
- Digital Lab, King's College London https://kdl.kcl.ac.uk
- Software Sustainability Institute https://www.software.ac.uk
- Martin Fowler's take on architecture https://martinfowler.com/architecture/
- Is architecture overrated? https://blog.pragmaticengineer.com/software-architecture-is-overrated/
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This podcast is licensed under the Creative Commons Licence: https://creativecommons.org/licenses/by-sa/4.0/
In this episode we continue our journey into the Julia programming language and dive a little deeper into some aspects of Julia. For that reason I met with 2 engineers: Jarvis Frost from Imperial College and Lyndon White from InveniaLabs. Both wrote a lot of Julia code and we discuss some of the projects they have worked on.
The projects in question:
Jarvis' project example: Polaron Mobility
- https://github.com/jarvist/PolaronMobility.jl
Differentiation with Julia
- https://github.com/JuliaDiff
- https://discourse.julialang.org/t/state-of-automatic-differentiation-in-julia/43083
Lyndon's project: NamedDims
- https://github.com/invenia/NamedDims.jl
Named Tensor post (mentioned in episode) by Alexander Rush http://nlp.seas.harvard.edu/NamedTensor
Other links you might find interesting
Composing code with Julia
https://www.oxinabox.net/2020/02/09/whycompositionaljulia.html
Multiple Dispatch comparison
https://medium.com/swlh/how-julia-uses-multiple-dispatch-to-beat-python-8fab888bb4d8
Flux Julia package
https://fluxml.ai/Flux.jl/stable/
Linear Algebra/Julia
https://docs.julialang.org/en/v1/stdlib/LinearAlgebra/
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This podcast is licensed under the Creative Commons Licence: https://creativecommons.org/licenses/by-sa/4.0/
In 2009 a group of engineers Jeff Bezanson, Stefan Karpinski, Viral Shah and Alan Edelman set out to develop a new language that is open source, easy to use but also highly performant. They called this language "Julia" and it appeared ca 2012.
Since then the community of Julia developers has grown year on year, with some exciting projects happening at e.g. Nasa but also commercial products.
In this first part of episodes on Julia I want to get a flavour of the Julia language, what it is used for and how the community of developers is developing. I am talking to Logan Kilpatrick (Community Manager of Julia) and then with Mayeul d'Avazac and Mose Giordano, both practitioners and contributors.
Here are a few links you might be interested in:
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This podcast is licensed under the Creative Commons Licence: https://creativecommons.org/licenses/by-sa/4.0/
The Nordic RSE network held a 3 day workshop in December 2020 and I was delighted to record a panel discussion on the subject of 'Research Software Engineering careers and their position in academia'.
Despite the fact that some countries established roles for research software engineers (e.g. the UK, US and France), in many places aspiring RSEs face obstacles and hurdles to turn their passion into a career. Samantha Wittke from Aalto University in Finland chaired the discussion.
Interesting links:
Some of them universities participants were joining from
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This podcast is licensed under the Creative Commons Licence: https://creativecommons.org/licenses/by-sa/4.0/
Talking about sociology in software development is rare. But that is exactly what happened at a meet-up I went to in Paris in 2019. Fabien Lamarque, software craftsman from Bordeaux, gave a presentation on what sociology can teach us in terms of team dynamics and team structure. Specifically, the work of Pierre Bourdieu, a leading French philosopher and sociologist.
In this episode we talk about a number of important aspects facing today's software developers: team structure, flat teams and hierarchy and how télétravail - remote working - has impacted all of that during the pandemic.
Here is a list of books and links mentioned in this episode:
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This podcast is licensed under the Creative Commons Licence: https://creativecommons.org/licenses/by-sa/4.0/
It's publish or perish for researchers and scientists. In addition to that many researchers and scientists from African countries struggle to get their work published and recognised. The team around https://info.africarxiv.org AfricarXiV work hard to address that.
Here are a few links mentioned in this episode you may want to check:
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This podcast is licensed under the Creative Commons Licence: https://creativecommons.org/licenses/by-sa/4.0/
Most of today's research depends on software. So, reproducing science and research results is ever more important. For this episode I have been following a 'ReproHack' event held at the University College of London in late 2020. This event was the first of its kind held at UCL. In particular, since - due to the coronavirus pandemic - it was run entirely online.
Listen to find out more about this event and what ReproHacks are from organisers, participants and presenters.
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This podcast is licensed under the Creative Commons Licence: https://creativecommons.org/licenses/by-sa/4.0/
In this episode I speak with Richard Gunn and Sarah King from the Engineering and Physical Sciences Research Council (EPSRC).
Recognising the work research software engineers do is one thing. But funding and supporting career paths in it quite another.
In the UK, the EPSRC together with the Science and Technology Facilities Council (STFC) have provided fellowship programmes to help getting roles and career paths off the ground.
Some links:
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Thank you for listening! Merci de votre écoute! Vielen Dank für´s Zuhören!
Contact Details/ Coordonnées / Kontakt:
This podcast is licensed under the Creative Commons Licence: https://creativecommons.org/licenses/by-sa/4.0/
From the publisher's feed
Welcome to Code for Thought, the podcast about software for research and the people who make it. Languages: English, German, French