Machine Learning Engineer - Activision Blizzard Media

Key Skills

Apache Cassandra, C++, Caffe, Data science techniques, Google Cloud Platform (GCP), Java Programming, Large data sets, Machine learning techniques, MLOps tools, MySQL, NoSQL, Python Programming, Scikit-learn, SQL, TensorFlow, Theano

Job Description

Your role within our Kingdom

• Identify new data sources and features and collects large data sets to build new models
• Aggregate huge amounts of data and information from large numbers of sources to discover patterns and features necessary to build machine learning models for prediction and forecasting
• Design and implement end-to-end solutions using Machine Learning, Optimization, and other advanced computer science technologies, and own live deployments to drive advertising conversion
• Improve the run-time of existing algorithms
• Develop and maintain the necessary infrastructure to run and maintain the algorithms
• Design and implement necessary monitoring and validation framework to support ML production systems
• Take initiative and actively drive development work on time on target and on quality
• Lead a small team and work with stakeholders directly to understand requirements, develop clear plans and execute the plans to support business needs
• Actively participate in team discussions and contribute to design, ideation, brain storming, help align and motivate the team to deliver
• Work collaboratively with the rest of the team, adhere and promote good coding standard and best practices

Skills to create thrills

• PhD or MS in computer science, engineering or related field.
• Experience in finding patterns, trends and actionable insights from huge data sets
• 4-8 years of experience as machine learning engineer/data scientist
• You have expertise in one or more object-oriented languages, including Python, Go, Java, or C++, and an eagerness to apply design thinking and object oriented concepts
• Experience with both machine learning and building scalable production services
• Experience with distributed storage and database systems, including SQL or NoSQL, MySQL, or Cassandra
• Experience using machine learning libraries or platforms, including Tensorflow, Caffe, Theanos, Scikit-Learn,or ML Lib for production or commercial products.
• Ability to communicate effectively between Product managers, data scientists, business teams, and production engineers, both in code and conversation
• Ability to solve complex business problems and apply machine learning to optimize critical business metrics
• Strong adherence to design driven development, with a disciplined and analytical approach to product development

Bonus points

• Experience in MLOps
• Experience working with Google Cloud Platform (GCP).
• Experience of working with advertising platform.
• Strong adherence to data driven development and design, with an experimental and analytical approach to product improvement
• Able to show good communication skills, and experience in visualizing and reporting learnings

About Activision Blizzard Media

Activision Blizzard Media is the gateway for brands to the #1 cross-platform gaming company in the western world, with hundreds of millions of players across over 190 countries. Our legendary portfolio includes iconic mobile game franchises such as Candy Crush™, esports opportunities like the Call of Duty® and Overwatch® Leagues, and some of the top PC and console gaming franchises such as World of Warcraft®, Call of Duty®, and StarCraft®. 

The idea is simple: great game experiences offer great marketing experiences. We have built a new team to introduce innovative, impactful, and rewarding advertising experiences to our huge audience of highly-engaged players. We are looking for new talents to help take our emergent media offering to the next level.

We need all sorts of heroes

Making games is fun. Especially when you do it with people who share the same idea of what makes a good workplace, great. We design games for everyone, no matter where they are or who they are, and we employ all sorts of people from all kinds of backgrounds to bring them to life. Truth is, we simply can’t expect diversity in our players and originality in our games without first nurturing it in our people. 

Ready to play? 

Come join our world and work alongside some of the best and brightest minds in the business.

All applications should be made in English.

Discover more at https://www.activisionblizzardmedia.com/