Mlops Generative Ai Lead - Berlin, Deutschland - Genova

Genova
Genova
Geprüftes Unternehmen
Berlin, Deutschland

vor 1 Woche

Lena Wagner

Geschrieben von:

Lena Wagner

beBee Recruiter
Beschreibung
About us -


Why we exist?
We exist to bring the magic of Generative AI to millions of people.


Our thesis
Generative AI is a new wave of technological disruption that will ripple through countless industries. We started Genova to be at the forefront of the revolution. Genova, meaning "New Wave" is a venture studio aimed at building delightful products around Generative AI.


Our story


After founding Smallpdf (a top 100 website globally) and Taxfix (a FinTech unicorn), Mathis (Linkedin profile) founded Genova, together with a handful of other product, growth and AI experts.

Our aim is to combine our expertise and experience to build products that improve human experiences for millions of people.


Why now?
Society is at an inflection point. Where the capabilities of generative AI are only just being discovered. The next decade we expect the revolution to take place. Generative AI will become mainstream and be at the core of all product experiences.


How does operate?
Genova is a fundamentally new approach to how products are built.

Genova is a studio with 4 product teams - each one building simple tools and software to enable millions of people to use the magic of Generative AI.


The 4 product teams are agile, release every day and build small, scalable products that generate loads of value for a lot of people.

If their product becomes profitable, the team will receive a percentage of those profits as bonuses.


The product pods are supported by the studio layer, which includes supporting functions, a kick-ass growth and marketing team as well as some of the top AI researchers in Europe.


Genova aims to always stay agile and fast - we aim to hire smart and experienced people, capping our headcount at 40 people in total.

If a product requires more people, it will become a spin-off with its own team.


Who are we looking for?


We are looking for a someone who can code, but also have creative potential to understand and contribute to the AI art world.

We are looking for someone who can deliver results pragmatically, and iteratively improve existing systems without forgetting the big picture.

We are looking for someone who likes to spend most of their time coding instead of meetings and values his time and the time of others.

The MLOps Lead at Genova will set up a foundation for a dozen of projects, supervise and mentor his team and contribute towards the business development.


What you will do

  • You will build and lead a superb MLOps team and mentor junior team members
  • Design, implement and deliver functional MLOps platform that can support multiple products, niches and that can scale to millions of users
  • Optimise generative AI models, implement services on top of vanilla or custom models, understand and design serving layers and setup devops practices.
  • You work together with both business and tech stakeholders to abstract and prioritise tasks and build a state of art MLOps platform step by step
  • You creatively assess and iterate with data scientist in order to understand existing use cases of generative AI and implement new ones.
  • You are responsible for conception and implementation of new product initiatives
- _ Release and technical product management of all teams (tbd)_
- _ Infrastructure, DevOps and architecture of all teams (tbd)_
- _ Code review and active support of the teams when required (tbd)_


Your background

  • You have 5 years+ of handson software development (coding) experience including ML products
  • You have 3 years+ of experience with one or more of the following cloud providers: Google Cloud Platform, AWS, Azure
  • You have previous experience with infrastructure as code (e.g. Terraform or Ansible)
  • You have experience developing CI/CD pipelines (Cloud build, Jenkins, Circle CI, Travis, or similar)
  • You have experience in ML pipelining (e.g., MLFlow, Flyte, Kubeflow, Spark)
  • You have strong understanding of business / product / marketing and how they relate to technology
  • You have computer science degree or equivalent qualification from a top university
  • You have high energy and great communication skills inspiring for engineers
  • You have pragmatic mindset with an obsession for results
  • You are hardworking
  • You have high standards for hiring, super handson in talent acquisition and finding the best people with innovative methods
  • You have excellent system thinking for complex problem solving

Why

  • We build faster than anyone else. We will fail and learn faster than anyone else.
  • We will fundamentally question everything and disrupt the status quo.
  • We are wellfunded but don't take VC funding. We only build for us and our customers.
  • We stay a startup forever. We will never fall for the trap of building a big corporation with politics, endless meetings and slow operations.
  • We have amazing fun as a team working with only top talent.
  • We leave our ego at the door and focus on the joy of building th
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