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Python Machine Learning Engineer

United Kingdom, London, City of, LondonEngineering

Job description

Are you ready for a life and career defining personal & professional challenge?


                                                                             This role can be based in UK or EU

‘Empowering people to live their passions’

Aaqua is a refreshingly new social experience built around people, purpose and passions.
We bring like-minded people, fans, icons, creators and brands together in communities - blending epic original ~content, ~initiatives and epic physical events - centred around M.A.G.I.C. 

(M.usic, A.rts & Entertainment, G.ames, I.nterests and C.ommunity).
Our philosophy is to empower people to live their passions in a safe place, with relevant engagement, genuine transparency and a democratised value system.



Your purpose

----------------------------------------------------------------------------------------------------------------------------------------To build high quality software as a team to deliver a great platform that brings value to our members.


Your community

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You will be a member of the AI Core team collaborating closely with the other engineering and proposition teams on specific strategic initiatives

Meet the team

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Connect with our team members via our LinkedIn page!

Your focus

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Your contribution will include:

  • Being part of a swat team working on AAQUA’s AI Core platform.
  • Following best practices for software engineering, security, quality and design.
  • Setting up the necessary CI/CD pipelines, IAAC and monitoring to deliver your code to production in a fully automated way.
  • Working with Platform/SRE teams to operate and maintain deployed services.
  • Developing tools for the MLOps pipeline to accelerate experimentation and deployment cycles.


Job requirements

Tech stack you could be working with

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Your journey

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Ideally your career journey to date will have given you experience in or exposure to the following:​

  • Programming in Python or similar languages. Java a plus.
  • CI/CD, Containerisation, Kubernetes and Infrastructure as Code (IAAC).
  • AWS Cloud services. Sagemaker a plus.
  • Event driven architecture especially with Kafka queues.
  • RDMS, Nosql or other databases. Vector databases a plus.
  • A/B testing, shadow deployments and canary releases.

Bonus if you also have:

  • Understanding of state of MLOps and principles.
  • Exposure to CI/CD for ML, Model and Data versioning.
  • Experience in automation of data pipelines, data labelling, versioning and exploration.
  • Understanding of AI Audit and controls that can be automated in MLOps pipelines.



What you'll get

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Why work with us?

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At AAQUA, we are committed to real economic value distribution and this extends to our people. AAQUA is creating a work culture that caters to all your YOU's. Our total rewards package is highly attractive, with generous compensation, options programmes, comprehensive medical coverage and workplace flexibility. 


Developing our people is a given and the exposure your will get at AAQUA will see you always evolving, creating opportunities for rapid career advancement. By putting our 'members first' (that includes YOU), you will deliver the unexpected every day. AAQUA's agile focus drives collaboration, ideation and allows you to be your true self, empowers our people and delivers a passionate and fun team. 


AAQUA is a diverse and inclusive culture. We want our people to be reflective of our members and commit to a non- discriminatory culture that does not judge by; age, gender, sexual orientation and gender reassignment, race and colour, disability, religion and beliefs, pregnancy and family responsibilities, education level and all of your YOU's.

Humans of AAQUA

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United Kingdom, London, City of, London
Engineering

or

United Kingdom, London, City of, London
Engineering