Senior MLOps Engineer

3 Weeks ago • 5 Years + • Backend Development

Job Summary

Job Description

Homa seeks a Senior MLOps Engineer to scale and industrialize Machine Learning & AI. Responsibilities include enhancing ML engineering processes, implementing scalable ML solutions (serving APIs handling millions of requests), leading ML projects for Marketing Tech (User Acquisition, Monetization) and Game Tech (A/B Testing, Segmentation), collaborating with diverse teams using GenAI, and integrating latest ML technologies. The ideal candidate possesses 5+ years of experience in deploying ML models, expertise in Neural Networks (TensorFlow/PyTorch), Gradient Boosting libraries, and a top Cloud provider. Strong API development and collaborative skills are essential.
Must have:
  • 5+ years in deploying ML models to production
  • Expertise in Neural Networks (TensorFlow/PyTorch), Gradient Boosting libraries
  • Experience with ML Ops tools like MLFlow
  • Proven ability in building high-performance Serving APIs
  • Excellent communication and teamwork abilities
Perks:
  • Health insurance
  • Meal vouchers
  • Public transport subsidies
  • Childcare benefits
  • Life insurance
  • Work from Paris HQ with rooftop garden
  • Work with international team
  • Bi-annual performance reviews
  • Team events and Workations

Job Details

Description

Welcome to Homa, the gaming technology lab that is taking the industry by storm! Our team of over 230 people, hailing from more than 35 different countries, is dedicated to empowering mobile game creators worldwide to bring their creative ideas to the top charts.

Our Homa Lab platform offers a comprehensive suite of cutting-edge tools that allow developers to stay on top of the latest trends, test new features in real-time, and easily distribute and monetize their games. Our success speaks for itself - our apps have been downloaded 1.8 billion times!

Since our inception, we have raised $165 million in total from prominent investors, including Headline, Northzone, Eurazeo, Singular, Quadrille Capital, Fabric Ventures, and Bpifrance. We have also received support from renowned business angels, such as the founders of King, Sorare, and Spotify.

But what truly sets Home apart is our team. We are a diverse group of individuals from different backgrounds, countries, and cultures, all driven by a shared passion for taking over the gaming industry. Our team is rapidly growing, attracting industry veterans eager to help us deliver the next generation of Homa’s games. Joining Homa means becoming part of a dedicated team creating innovative and high-performing games for players worldwide.

If you're ready to take your career to the next level and make a real impact in the gaming industry, then Homa is the perfect place for you. Join us and let's create the future of gaming together!

Meet the team 👩‍👩‍👧‍👧

You will join the Data department organized into:

- 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 3 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 7 Data Analysts and Scientists exploiting our data for:

  • Game Analytics
  • User Acquisition and Marketing Analytics
  • Market Inteligence Analytics
  • Ops Analytics

Role and Missions — What you will do 🚀

We are looking for a Senior MLOps Engineer to join the team to scale and industrialize Machine Learning & AI at Homa. Under the responsibility of our Associate Director, your responsibilities will be the following:

  • 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.
  • Lead ML Projects: Spearhead development and implementation of ML models for Marketing Tech (User Acquisition, Monetization) and Game Tech (Bayesian A/B Testing, Segmentation)
  • 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

Requirements

If you’re creative, ambitious, and up for taking over the industry, we want you on our team! We are also looking for:

  • Extensive ML Experience: 5+ years in implementing and deploying ML models to production.
  • Key Technology Proficiency: Expertise in Neural Networks (TensorFlow / PyTorch), Gradient Boosting libraries (LightGBM / XGBoost), and at least one top Cloud provider (GCP, Azure, AWS).
  • MLOps Skills: Experience with ML Ops tools like MLFlow.
  • API Development Expertise: Proven 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: Fluent English is mandatory (interviews will be led in English)

Our Culture—Who we are🪐

At Homa, we are building a community of brilliant talents. We believe that true innovation comes from diversity and collaboration, and that's why we prioritize brainpower and determination over formal education. So if you have the talent, energy and motivation, there is no obstacle to your success here.

As the creative experts behind the platform, we provide developers with the data they need to bring their ideas to life. Our team lives by three central values that guide everything we do:

Ambition: we're not afraid to tackle difficult challenges and set our goals extremely high. We're on a mission to revolutionize an industry dominated by well-established companies, and we won't stop until we succeed.

Humility: we leave our pride & ego aside. We are always ready to lend a helping hand, celebrate each other's successes, and learn from our failures. As Mr. Lamar said, "Sit down. Be humble."

Curiosity: we keep our minds open and never stop learning. We believe that questioning everything is the best way to stay ahead of the curve, and we encourage all our team members to stay curious and never stop exploring new ideas.

At Homa, you'll be challenged, supported, and inspired every day, and we can't wait to see what you bring to the table.

Benefits

While success is its own reward, here are some of the benefits that come with working at Homa:

  • We offer essential benefits in France and specific locations, including health insurance, meal vouchers, public transport subsidies, childcare benefits, and life insurance
  • If you're interested in working from our newly renovated Paris HQ with a rooftop garden and WeWork amenities, we have a desk waiting for you
  • You will be working in English with our international team of top-tier talents from 35+ countries
  • You will have bi-annual reviews with your manager to reflect on your performance, celebrate wins, and receive constructive feedback
  • You will be able to attend diverse team events and Workations (the famous company-wide Homa trip).

Similar Jobs

Trendyol - Data Science Team Lead - Dolap

Trendyol

İstanbul, İstanbul, Türkiye (Hybrid)
4 Months ago
ZiMAD - Graphic Designer

ZiMAD

(Remote)
1 Week ago
G5 Games - 2D UI/UX Artist

G5 Games

Astana, Astana, Kazakhstan (Remote)
1 Week ago
ByteDance - Software Engineer - Machine Learning Training

ByteDance

Singapore (On-Site)
1 Week ago
Blazesoft - Hardware Integration Engineer & Backend Game Developer (.NET)

Blazesoft

Vaughan, Ontario, Canada (On-Site)
1 Month ago
Velotio Technologies - Senior Software Engineer (Golang)

Velotio Technologies

Maharashtra, India (Remote)
1 Month ago
Sporty Group - Weekend Backend Engineer

Sporty Group

(On-Site)
9 Months ago
Xsolla - Senior Software Engineer (Publisher Account Platform)

Xsolla

Kuala Lumpur, Federal Territory Of Kuala Lumpur, Malaysia (Hybrid)
3 Weeks ago
Egnyte - Software Engineer

Egnyte

India (Remote)
2 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

G5 Games - 2D UI/UX Artist

G5 Games

Astana, Astana, Kazakhstan (Remote)
1 Week ago
ByteDance - Software Engineer, Inference

ByteDance

San Jose, California, United States (On-Site)
5 Months ago
ByteDance - Senior AI Space Interaction Industrial Designer

ByteDance

San Jose, California, United States (On-Site)
5 Months ago
Playrix - Game Director

Playrix

Portugal (Remote)
6 Months ago
NXP - Junior Developer of Systems Testing Infrastructure

NXP

Brno, South Moravian Region, Czechia (On-Site)
7 Months ago
ZiMAD - Graphic Designer

ZiMAD

(Remote)
1 Week ago
Canva - Senior Computer Vision Engineer - Photo AI

Canva

Vienna, Vienna, Austria (Remote)
2 Months ago
NVIDIA - Engineering Farm Engineer

NVIDIA

Bengaluru, Karnataka, India (On-Site)
1 Week ago
Playrix - Game Director

Playrix

Montenegro (Remote)
6 Months ago

Get notifed when new similar jobs are uploaded

Jobs in Île-de-France, France

Voodoo - Senior ML Engineer

Voodoo

Paris, Île-de-France, France (Hybrid)
2 Months ago
The Walt Disney Company - Assistant General Manager – Production Intern

The Walt Disney Company

Île-de-France, France (On-Site)
1 Week ago
Ubisoft - Financial Planning Analyst Assistant - Internship

Ubisoft

Paris, Île-de-France, France (On-Site)
4 Weeks ago
Voodoo - Senior Data Scientist - Ad network

Voodoo

Paris, Île-de-France, France (Hybrid)
2 Months ago
PwC - Consultant Manager / Senior Manager - investigations et litiges | CDI | H/F

PwC

Neuilly-sur-Seine, Île-de-France, France (On-Site)
6 Months ago
Ubisoft - Cash Management Partner & Lead Treasury Projects

Ubisoft

Paris, Île-de-France, France (Hybrid)
3 Months ago
Ubisoft - UI Artist - The Division Resurgence

Ubisoft

Saint-Mandé, Île-de-France, France (Hybrid)
3 Weeks ago
Ubisoft - The Division Resurgence – Senior Generalist Developer

Ubisoft

Saint-Mandé, Île-de-France, France (Hybrid)
3 Months ago
Ubisoft - Lead User Acquisition & Monetization Manager

Ubisoft

Saint-Mandé, Île-de-France, France (Hybrid)
2 Weeks ago
Ubisoft - Senior Concept Artist

Ubisoft

Montpellier, Occitanie, France (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

Backend Development Jobs

SOFTGAMES - Senior Game Backend Developer - Fully Remote

SOFTGAMES

Berlin, Berlin, Germany (Remote)
1 Month ago
Applike Group - Tech Lead - Backend Services (Go) (f/m/d)

Applike Group

Hamburg, Hamburg, Germany (Hybrid)
6 Months ago
Knuddels - Java Backend Developer

Knuddels

Baden-Württemberg, Germany (Hybrid)
1 Month ago
GoTo Group - One KYC Backend Engineer

GoTo Group

Bengaluru, Karnataka, India (On-Site)
6 Months ago
CloudHire - Sr. Backend Python Developer

CloudHire

Uttar Pradesh, India (Remote)
1 Month ago
Maersk Careers - Senior Software Engineer

Maersk Careers

Shanghai, Shanghai, China (On-Site)
7 Months ago
Discord - Staff Software Engineer - Notifications Platform

Discord

San Francisco, California, United States (Remote)
3 Months ago
Whatnot - Engineering Manager, Infrastructure

Whatnot

Los Angeles, California, United States (Remote)
6 Months ago
SmileGate - Platform Division Store Service Backend Developer

SmileGate

Seongnam-si, Gyeonggi-do, South Korea (On-Site)
1 Month ago
Canva - Senior Engineering Manager (BE) - Visual Suite Platform - Remote across ANZ

Canva

Auckland, Auckland, New Zealand (Remote)
5 Months ago

Get notifed when new similar jobs are uploaded

About The Company

Homa is a gaming technology lab that gives game creators the data-driven tools and human expertise needed to turn their creative ideas into commercial hits. By smashing the odds with data, Homa is the cheat code supercharging developer fortunes. It’s a full-on game changer for game makers.

Île-de-France, France (On-Site)

Île-de-France, France (On-Site)

Île-de-France, France (On-Site)

Île-de-France, France (Remote)

Île-de-France, France (Remote)

Île-de-France, France (Hybrid)

France (Remote)

View All Jobs

Get notified when new jobs are added by Homa games

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug