> Markdown version of [/jobs/ext/3119833-software-engineer-5-ads-forecasting-and-simulation-new](https://www.wearedevelopers.com/jobs/ext/3119833-software-engineer-5-ads-forecasting-and-simulation-new). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Software Engineer 5 - Ads Forecasting and Simulation New - **Company:** Netflix, Inc. - **Location:** New York, NY, United States - **Contract:** Permanent contract - **Skills:** Big Data, Software as a Service, Apache Lucene, Distributed Systems, Machine Learning, Object-Oriented Software Development, Apache Spark, Low Latency, Data Management, Machine Learning Operations, Programming Languages - **Published:** September 28, 2026 - **Apply:** https://www.gamesjobsdirect.com/job/netflix-game-studio/software-engineer-5-ads-forecasting-and-simulation/360323 ## About the Role We are looking for highly motivated engineers working in the advertising space who are excited to join us on this journey., * Professional experience in building sophisticated ads forecasting systems which involves ML models and high performance ad server simulation that accounts for constraints like frequency capping, targeting, publisher policy, and other business parameters. * Proven experience in handling data at extremely large volumes with big data tools like Spark, and building high throughput low latency distributed systems that utilized the big data. * General understanding of the advertising marketplace and landscape, with a focus on ad serving flow. * Developed many cloud based applications and comfortable with modern programming languages (preferably object oriented). * Experience in working with cross-functional teams to drive large and complex projects. Nice to haves: * Good understanding of Lucene index and had experience building and querying Lucene index with large volume of data. * Experience in productionizing ML models and deploying models at scale. * Contributed to an ads industry technology standard (e.g VAST, OpenRTB) or worked on an industry consortium effort, working group etc. * Familiarity with legal compliance and changing landscape of ads regulations around the world. * Experience working in the CTV space and knowledge of its unique constraints ## Related Videos - [PySpark - Combining Machine Learning & Big Data](https://www.wearedevelopers.com/videos/44-pyspark-combining-machine-learning-big-data) - [Alibaba Big Data and Machine Learning Technology](https://www.wearedevelopers.com/videos/37-alibaba-big-data-and-machine-learning-technology) - [DevOps at Netflix](https://www.wearedevelopers.com/videos/270-devops-at-netflix) - [Swapping Low Latency Data Storage Under High Load](https://www.wearedevelopers.com/videos/746-swapping-low-latency-data-storage-under-high-load) - [Let's Get Aggregated: Custom UDAFs in Spark ](https://www.wearedevelopers.com/videos/1649-let-s-get-aggregated-custom-udafs-in-spark) - [Why and when should we consider Stream Processing frameworks in our solutions](https://www.wearedevelopers.com/videos/1085-why-and-when-should-we-consider-stream-processing-frameworks-in-our-solutions) ## Related Articles - [Highest Paying Tech Companies for Developers](https://www.wearedevelopers.com/magazine/220-highest-paying-tech-companies-for-developers) - [How Much FAANG Companies Actually Pay Software Engineers in 2025](https://www.wearedevelopers.com/magazine/230-how-much-faang-companies-actually-pay-software-engineers-in-2025) - [React Developer Salary [2023]](https://www.wearedevelopers.com/magazine/198-react-developer-salary-2023) - [Highest Paying Tech Companies in Europe](https://www.wearedevelopers.com/magazine/162-highest-paying-tech-companies-in-europe) - [Is Software Engineering Over-Saturated?](https://www.wearedevelopers.com/magazine/418-is-software-engineering-over-saturated) - [7 Most Popular Web Developer Jobs in Europe](https://www.wearedevelopers.com/magazine/163-7-most-popular-web-developer-jobs-in-europe)