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Machine Learning Specialist

Charisma Entertainment
Oxford

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Job details

Qualifications

TensorFlow
Torch
Machine learning modelling
Natural language processing
Keras
AI

Full job description

We're looking for a talented and creative Machine Learning Engineer to help us bring our characters and virtual beings to life!

At Charisma, you'll be responsible for building and deploying models which could lie in a myriad of areas, including text generation, sentiment analysis, entity polarity analysis, sentence relation extraction, emotion classification, intent classification, and speech analysis.

You'll help us build a world-class team and lead machine learning development for the Charisma platform. We'd love you to be enthusiastic about applying machine learning to difficult problems in the conversational and multi-modal spaces to keep our characters one step ahead of our players' imaginations.

You'll be...

Developing, training, testing and validating ML models to give our characters and authors deeper understanding of what players are saying and doing

Creating and cleaning datasets to train models with

Deploying ML models for inference in the cloud in a scalable and performant way, or on-device for privacy and speed

Exploring the state-of-the-art in NLP/NLU

Exploring how best to implement and productise models into our authoring platform Charisma, requiring great UX skills

We'd love you to have...

Extensive experience with one or more ML frameworks (TensorFlow, Torch, Keras)

A knack for identifying good candidate model features from input data

Experience in optimising models, such as quantising/weight reduction with TensorFlow Lite

Developed some of the above-mentioned models before

A vision of how to apply technology to fully immerse players in conversational experiences

An interest in virtual beings, the metaverse, conversational tech, psychology and AI

What you can expect working with us…

A flexible working environment - results are more important than hours on the clock

Occasional in-person meetings at our Oxford office as and when required

25 days holiday plus bank holidays

New and exciting challenges mean we encourage a shared learning environment to help you develop new skills

A knowledge base of event attendance, access to industry experts worldwide, and creative technology sandboxes

A competitive salary aligned with your experience

Our vision is to enable players to walk into a world of characters, and be part of a cohesive narrative where the gameplay is to talk to the characters, develop a relationship with them and change the story.

If you think you can help us achieve this, we'd love to hear from you!

Charisma supports a flexible work environment, and the role would suit someone who can work independently, as well as in a team.

For more details and to apply, please contact [email protected].

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