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Senior MLOps Engineer I Shared Technology

3 months ago

London, Greater London, United Kingdom King Full time

Craft:
Technology & Development

Job Description:

King makes great games that offer fun, bite-size entertainment experiences for everyone to enjoy We have a new opportunity for an enthusiastic MLOps Engineer to join our Level Automation team.

Our game studios want to deliver the best levels and game experience to our players. You will be joining a team that enables Machine Learning (ML) and Automation initiatives to support that goal. We are building the tech foundations necessary for ML products to scale in a reliable way and stay maintainable long-term.

We are looking for a great teammate who can contribute to the backend engineering, data engineering and cloud engineering aspects of our stack. We are using technologies such as Python, BigQuery, Airflow, Kubernetes, Google Cloud Platform, as well as internal tools built by our central ML Platform and Data Warehouse organizations.

We are interested in someone who has knowledge in operating ML and can assist ML engineers in designing and building robust end-to-end ML products.

ML modeling and data analysis will not be part of your daily tasks, though a basic understanding is expected to collaborate effectively with ML engineers.

Your role within the Kingdom

  • Translate business needs to technical requirements, scope and build scalable solutions to support ML models and automation initiatives related to levels and
  • game experience.
  • Assess requirements from cross-disciplinary Game teams, and collaborate with them to build data and ML solutions.
  • Designing scalable, efficient, quality tools to inform operations and enable
  • business and game design decision-making.
Skills to create thrills

Experience
  • Experience building API-first services and applications
  • Experience building end-to-end data and ML pipelines
  • Basic experience with TensorFlow, PyTorch or any other ML framework
  • Experience working with solutions of major public cloud providers, preferably Google Cloud Platform
Knowledge & Skills
  • M.S. degree or equivalent experience in Computer Science, Mathematics, Machine Learning, Data Science, Statistics, Operations Research
  • Engineering skills in Python, including standard Backend practices such as proper documentation, library packaging, versioning, testing
  • Experience orchestrating data pipelines e.g. using Airflow
  • Containerizing workloads and running these on Kubernetes (GKE)
  • Proficient with GCP data and ML products (e.g. BigQuery, Cloud Storage, Dataflow, Pub/Sub, Vertex AI)
Bonus Points
  • Knowledge with real-time data products such as Google Dataproc, PySpark, Spark
  • Knowledge in Java
  • Familiarity with Infrastructure as Code tools such as Terraform and ArgoCD
Key Attributes
  • Self-starter with a great drive and a curious and inquisitive mind-set
  • Willing to step outside your comfort zone to broaden your skills and learn new technologies
  • Highly collaborative work style and open to share your knowledge, receiving and giving feedback, performing code reviews and so on
  • Able to collaborate with cross-discipline teams on complex problems and be able to clearly communicate your ideas and solutions
  • Comfortable working in a team split between Sweden and Spain
About King

At King, we're Making the World Playful. Heard of Candy Crush? We're the creators behind it. With game studios in Stockholm, Malmö, London, Barcelona and Berlin, and offices in Dublin, San Francisco, New York, and Malta, we have a 20-year history of delivering some of the world's most iconic games in the mobile gaming industry and are on a mission to level-up the little moments for our more than 200 million active monthly users. But we aren't just crushing it with candies, we're also behind Farm Heroes, Bubble Witch, Pet Rescue and loads of other sweet games. As a leading interactive entertainment company for the mobile world, King is part of Activision Blizzard, which was acquired by Microsoft.

A Great Saga Needs All Sorts of Heroes

King strives to be a place where everyone can be their most authentic self. We recognize that diversity, equity and inclusion is a vital and continuous conversation, and that change only happens when we all come together. It's our mission to build a diverse and inclusive Kingdom for our people, players, and community.

Making the World Playful

Making the World Playful is our mission - it's the thread that connects our people, our players, and our passion for our games. Let's face it, who doesn't love a bit of fun?

Kingsters are seriously playful: creative thinkers who balance art and science to bring moments of magic to millions daily. But our players aren't the only ones that can level-up. We're always looking for ways to champion each other and make what's already great, even better.

So, if this feels like a fun way to spend your days, and you share our passion, our values, and our hunger to shape the future, join us in Making the World Playful.

Applications need to be in English.
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