AI/ML Research Engineer | AI Center of Excellence
About the job
Summary
- PhD or Master's in relevant field
- Python programming experience
- PyTorch/TensorFlow experience
- Real-world ML application experience
- Model validation and testing skills
- Strong communication skills
- Publications in AI/ML
- Experience with Python and Java
- Distributed data processing experience
- Building data/ML pipelines
- GCP experience (BigQuery, etc.)
- Mentoring experience
- Open-source contributions
- SQL knowledge
Craft:
Technology & DevelopmentJob Description:
AI/ML Research Engineer | AI Center of Excellence
We are looking for a passionate and creative AI/ML Research Engineer! Someone who is interested in pushing the boundaries of machine learning, with a demonstrable ability to apply their skills, be it technical or behavioural practically in order to generate business value. We are looking for a candidate that has built a good intuition in machine learning methodologies and practices when applying them in different domains.
Your role within our Kingdom:
You’ll be part of AI Labs, a research team within King’s AI Center of Excellence. AI Labs support business to solve communal modelling challenges in machine learning use cases, as well as explore state of the art to unlock opportunities to bring value to the company. As a member of AI Labs, you will be working closely with other Research Engineers in the Labs focusing on mid term or long term research projects, as well as working with ML Engineers and Data Scientists, supporting them to develop and operationalize machine learning (ML) models as part of King’s central machine learning initiatives. Our team investigates different research areas on automation at scale for game content, player experience optimization, AI trustworthiness, and new emerging technologies.
Minimum requirements:
- A PhD in Machine Learning, Computer Science, or a related field with relevant experience, or a Master’s degree in a similar field with proven relevant experience
- Solid working experience of Python programming
- Working experience of PyTorch, Tensorflow, Keras or similar frameworks
- Experience in applying machine learning in real-world problems
- General machine learning expertise, i.e. regression, classification, and clustering algorithms, time-series analysis, Bayesian methods, self-supervised methods, and generative models.
- Prototype-to-production engineering skills in Python, including standard methodologies such as proper documentation, library packaging, versioning, testing and task scheduling
- Professional habits around model validation, testing, and tracking
- Designing good ways of communicating, visualizing and reporting your results/analysis so they are clear and unambiguous
- Strong communication skills
- A passion for analytics and diving into as well as experiencing the products on which you work.
Bonus skills:
Have any sweet experiences with one or some of the following areas? Then we sure like to hear about them!
- Publications or write-ups in the area of artificial intelligence or machine learning
- Development in or exposure to environments/software products in Python and Java
- Experience in distributed data processing (batch & streaming) and modelling
- Experience building data pipelines and ML pipelines
- Familiarity with a cloud solution - experience in GCP data products is preferred (BigQuery, Cloud Storage, Dataflow, Pub/Sub to name a few)
- Experience managing or mentoring other Data Scientists and ML Engineers in the team.
- Contribution to open-source projects
- We know that you are into games on some level (casual, console, board-games, Uno etc.)
- Knowledge in SQL.
As a person:
You love to work together with others. In our team we are constantly collaborating with people in other teams so your ability to serve others is key to success. If you are also passionate about learning new things and have a great sense of humour, you will fit in just fine!
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.
Discover King at careers.king.com
About The Company
At King, we’re Making the World Playful. Heard of Candy Crush? We’re the creators behind it and loads of other sweet games like Farm Heroes.
