Machine Learning Engineer, Homa Games
Gaming technology lab
Job no longer available
Gaming technology lab
501-1000 employees
Job no longer available
501-1000 employees
Company mission
To unlock game developers' creativity by providing the tools, expertise and knowledge needed, accessible to anyone.
Role
Who you are
- If you’re creative, ambitious, and up for taking over the industry, we want you on our team!
- First ML Experience: ~2 years in implementing and deploying ML models to production
- Key Technology Proficiency: Experience in Neural Networks (TensorFlow / PyTorch), Gradient Boosting libraries (LightGBM / XGBoost), and at least one top Cloud provider (GCP, Azure, AWS)
- MLOps Skills: Knowledge of ML Ops tools like MLFlow
- API Development Expertise: Ability in building high-performance Serving APIs
- Collaborative Skills: Excellent communication and teamwork abilities
- Innovative Mindset: Passion for staying ahead in ML trends and technologies
- Language Skills: Fluency English is mandatory (interviews will be led in English)
What the job involves
- A Data Platform team with 5 Data Engineers responsible for ingesting large amounts of data from multiple different sources, creating and maintaining a core data model which aims at making data standardized, reliable and easily available
- A Data Science and ML Platform team with 6 Data Scientists / ML Engineer working on ML-driven data products: Autobidder for User Acquisition, N-Testing for experimentation
- An Advanced Analytics & Data Science team with 6 Data Analysts and Scientists exploiting our data for:
- Game Analytics
- User Acquisition and Marketing Analytics
- Market Inteligence Analytics
- Ops Analytics
- We are looking for a Machine Learning Engineer to join the team in order to scale and industrialize Machine Learning & AI at Homa
- Under the responsibility of our Associate Director
- Take part in ML Projects: Spearhead development and implementation of ML models for Marketing Tech (User Acquisition, Monetization) and Game Tech (Bayesian A/B Testing, Segmentation)
- ML Industrialization & Democratization: Enhance ML engineering processes, adopt ML Ops tools, and contribute to model interpretability and collaborative efforts
- Implement Scalable ML Solutions: Build Serving APIs for handling millions of requests daily with low latency
- Collaborative Innovation: Work closely with diverse teams, leveraging GenAI tools for productivity and product improvements
- Stay Updated: Integrate latest ML technologies and advancements into our tech stack
- Current Tech Stack: AWS, Redshift, Databricks, Python, DBT, Spark, Airflow, Kafka, Kubernetes, LightGBM, MLFlow, Metabase
Our take
Mobile gaming continues to grow in popularity, and more and more big companies and franchises are publishing their offerings for download, but this has made it extremely hard for small games, with small teams, to stand out. Homa Games builds tools for developers to build successful mobile games, including publishing and monetising their products.
Homa Games is the world’s leading platform for mobile game creation and publishing and is one of the companies driving the industry towards a data-driven and systematic approach. The company helps developers build faster, with testing tools; create more popular games through market intelligence; and remove financial risk by offering smart in-app advertisements and distribution management.
Since 2018, Homa Games has attracted one billion downloads for its published games. The company has raised an impressive level of funding that will be used to improve its tech stack and expand into web3 and NFTs, and it has acquired and partnered with other technologies towards this next goal. Ultimately, Homa Games wants to build a universe of interconnected games with virtual worlds and characters owned by creators and players, an ambitious task that it will be interesting to see if they can achieve.
Steph
Company Specialist at Welcome to the Jungle
Insights
90% employee growth in 12 months
Company
Funding (last 2 of 3 rounds)
Oct 2022
$100m
SERIES B
Oct 2021
$50m
SERIES A
Total funding: $164.3m
Company benefits
- If you’re interested in working from our newly-renovated Paris HQ with a rooftop garden and WeWork amenities, we’ve got a desk right here..
- Don't speak French and don't want to learn it? Pas de problème, we work in English
- You’ll have two reviews a year, meaning you’ll have two chances to prove you should be earning more
- Explore the world via team events + workation (the famous company-wide Homa trip)
- Essential benefits in France and specific locations: health insurance, meal vouchers, public transport subsidy, child-care benefits, and life insurance
Company HQ
Europe, Paris, France
Leadership
Daniel Nathan
(Founder & CEO)Founder of BidMotion and Founding Member of DataLift, where they worked as Managing Director. Former M&A Consultant at Deloitte Luxembourg.
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