As a Data Scientist, you will support the product team with in-depth analyses related to in-game activity, user behaviors, retention, funnel and monetization analysis, and provide insights to enhance the user experience. Your work will directly influence what features are built, prioritization of the roadmap and estimate expected return on these efforts. You will create, develop, deploy, monitor, present and maintain machine learning models, recommendation system, deep learning models and other ... more details
As a Data Scientist, you will support the product team with in-depth analyses related to in-game activity, user behaviors, retention, funnel and monetization analysis, and provide insights to enhance the user experience. Your work will directly influence what features are built, prioritization of the roadmap and estimate expected return on these efforts.
You will create, develop, deploy, monitor, present and maintain machine learning models, recommendation system, deep learning models and other models on real business data to support product efforts to drive user retention and in-game monetization. In addition to the product team, you will work closely with the DBAs, Marketing, and Monetization teams to create actionable insights.
What you’ll be doing:
- Perform preliminary data analysis using SQL query and python
- Create, develop, deploy, monitor and maintain data science models for various business use cases
- Extract valuable insights from model outputs and present visualization results to the leadership team
- Work with our revenue and product teams to deliver insights into user acquisition, user engagement, user retention, user performance, and more
- Work closely with the monetization team on continuous forecasting of various revenue models
- Work with the data engineering team on data definition, ETL, data ingestion, data merge, data cleaning and troubleshoot issues for very large datasets
Knowledge and Experience:
- Advanced degree (Master or PHD) in a quantitative field with Modeling/Data Science coursework
- Proficiency in Python, SQL (Optional: C++/C#, Java, R/Matlab)
- Experience in several machine learning frameworks such as Tensorflow, PyTorch and other alternatives
- Experience in developing machine learning algorithm from scratch
- Able to read and fully understand average academia papers in machine learning research, or other areas such as computer vision, Natural language processing, or other related areas
- SQL and familiarity with relational databases, MS SQL, data transformation, data mining, and ad hoc analysis
- Skilled in analyzing data and drawing appropriate conclusions. Able to effectively translate statistical findings to business strategies that positively impact the business and customer.
- Can work with Database and Statistical applications; can automate routine procedures and create tools that increase productivity and efficiency.
- Ability to work productively with others in a highly collaborative manner
A Little Bit About Us:
MobilityWare is one of the leading mobile game publishers of card and puzzle games. With our headquarters in the heart of Orange County and a new studio in Utah, we’re dedicated to our mission of bringing joy to others one game at a time. Ever since our flagship title Solitaire hit the Apple App Store on the day it opened in 2008, MobilityWare has been entertaining gamers around the world. With a product portfolio that includes beloved hits such as FreeCell, MONOPOLY Solitaire, Spades, Hearts, Mahjong, and Bubble Shooter Pop, our games have been downloaded over 600 MILLION times.
MobilityWare was recently named one of Built in LA’s Best Places to Work for the third year in a row and we’ve been recognized as one of the Best Places to Work in Orange County five times by the Orange County Business Journal and OC Register. While we’re proud to be the company behind some of mobile gaming’s most popular titles, our most important achievement is creating a work environment that encourages professional growth and prioritizes the wellness of all of our team members.
Do we have your attention yet? Here are just some of the perks of working with us:
- We offer medical (100% paid option), dental (100% paid), vision (100% paid), unlimited PTO/Vacation, life insurance (100% paid), and a 401K with competitive contribution.
- Annual, all-inclusive company trip for you and a guest. Previous destinations include Hawaii, a Mexican Riviera Cruise, Las Vegas and Los Cabos!
- In the office we offer things like free lunch, free snacks, and free drinks.
- Casual workplace that includes a relaxed dress code, plus a newly remodeled office in the heart of Irvine.
- Growth, growth, growth - we are growing, and we would love for you to join us on the ride.
- Annual Game Jam to show off your creative chops!
In compliance with local law, we are disclosing compensation for this role. The range listed is just one component of MobilityWare’ s total compensation package for employees, which may also include annual bonuses, short- and long-term incentives, and program-specific awards. The disclosed range estimate has not been adjusted for the applicable geographic differential associated with the location at which the position may be filled. Starting pay for the successful applicant will depend on a variety of job-related factors, which may include education, training, experience, certifications, location, business needs, or market demands. This range is based on a full-time position. This range may be modified in the future. The pay range annual base salary for this role is $120,000-$140,000.
