Machine Learning Engineer - Barcelona, España - Product Madness

Product Madness

Empresa verificada

Barcelona, España

hace 2 días

Publicado por:

Isabel García

beBee Recruiter

Descripción

Job reference

R0012723_crt:
Company Name
Product Madness
Salary
Competitive
Location
Barcelona, Spain
Country
Spain
Industry sector
Programming
Job start date
ASAP
Posted date
20/03/202 Experience Level
Junior-Associate
Job type
Permanent | Full Time
Remote / Hybrid
Yes

Company Summary
Product Madness is a Global Powerhouse where the greatest mobile games and experiences are crafted by world-class talent.

A top-grossing leader in free to play mobile games, we have more than 800 team members working across seven global talent hubs including London (headquarters), USA, Canada, Spain, Poland and Ukraine.

With remarkable hit games including Heart of Vegas, Cashman Casino, Lighting Link and Big Fish Casino, we boast more than 50 million active users and 400 million downloads and counting.

We are Mad about games and the way they bring people together, and that passion and culture is what brings us together as a studio, connects us with our partners we collaborate with, and is what links us to our sister studios across the world.

Product Madness is an Aristocrat Technologies company within its digital game's division of Pixel United.

Job Posting Title
Machine Learning Engineer

Summary

You will join us as our new Machine Learning Engineer where you will help optimise products by building models and tools.

You will understand business needs, research player behaviour and build predictive or descriptive models, or tools to support decision making.

You will use diverse techniques to achieve these goals - machine learning and predictive modelling, statistics, exploratory and explanatory data analysis, data visualisation, etc.

Such broad requirements call for the ability to learn quickly, work productively with and without peers and communicate data clearly and effectively.

What You'll Do

Responsibilities:

Deployment of machine learning and helps improve existing models in production
Continuously improve our models, modelling frameworks, tools and methodologies
Write advanced SQL queries to extract and format data
Use Python and R to develop models and run exploratory analysis
Create tools to monitor model performances post production to ensure the models work as expected.
Collaborate with other related teams on Data Science and big data projects.
Communicate results clearly and effectively
Recommend strategic improvements to business and data science processes

Why come work for Product Madness?
As well as having the opportunity to work on exciting projects in the mobile gaming space and develop as a Data Scientist we are also a people first organisation and give us some outstanding benefits that include:

Yearly Bonus
Outstanding salary
Amazing Pension Scheme (up to 10% matched)
25 Days Annual leave + Christmas Closure (4 days) + Birthday off + Wellness days + Bank holidays
Hybrid working arrangements to suit you

- £250 Work from home allowance to set up your home office

Private Medical + Dental Insurance

- £50 a month wellness budget spend it toward your gym or massage for example
- £40 a month Uber Eats Voucher
- £10 a month coffee voucher

Access to Perkbox
Study Assistant programme & Counselling services
Enhanced Parental Leave

What We're Looking For
You will ideally need to bring with you the following skills/experience. Please however don't worry if you do not tick every box. we would still love to hear from you. As you will be provided with an abundance of learning and career growth opportunities.

Solid knowledge of SQL
Solid knowledge of Python
Experience in building statistical and machine learning models
Good understanding of machine learning frameworks
Good understanding of cloud technologies, such as GCP, AWS, etc.
Experience with containerization technology (Docker)
Knowledge of Orchestration tools (e.g. Apache Airflow,...) is an advantage.
Knowledge of R/R Shiny is an advantage.
Bachelor/Master/PhD degree in a relevant technical field, or equivalent experience in a relevant role.
Experience in working with large data sets, experience with moving computation towards the data layer.
Typically have 2+ years of related work experience.

Why

Product Madness

?
Product Madness is so much more than just a Pool table and a foosball game.

We believe in an honest and transparent approach with our teammates.

Company wide weekly Town Halls, All Hands and strategy meetings are just a few ways in which we encourage an open and honest path to achieving complete transparency.

Despite a pandemic, there isn't a day where we don't feel connected to one another.

With frequent events, workshops, giveaways, slack coffee and donut sessions we have definitely brought on our office culture to this new virtual world of zoom calls.

We also try to cater for all our staff's needs - be that a freshly brewed cappuccino made by our professional barista in our free c