Job Description
Meta Platforms, Inc. (Meta), formerly known as Facebook Inc., builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps and services like Messenger, Instagram, and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. To apply, click “Apply to Job” online on this web page.Software Engineer, Machine Learning ResponsibilitiesResearch, design, develop, and test operating systems-level software, compilers, and network distribution software for massive social data and prediction problems.Have industry experience working on a range of ranking, classification, recommendation, and optimization problems, e.g.payment fraud, click-through or conversion rate prediction, click-fraud detection, ads/feed/search ranking, text/sentiment classification, collaborative filtering/recommendation, or spam detection.Working on problems of moderate scope, develop highly scalable systems, algorithms and tools leveraging deep learning, data regression, and rules based models.Suggest, collect, analyze and synthesize requirements and bottleneck in technology, systems, and tools.Develop solutions that iterate orders of magnitude with a higher efficiency, efficiently leverage orders of magnitude and more data, and explore state-of-the-art deep learning techniques.Receiving general instruction from supervisor, code deliverables in tandem with the engineering team.Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU).Build ranking algorithms for ad products to drive advertising value while delivering relevant and quality ads to users on Meta messaging platforms.Optimize the performance of ads ranking models using state of the art machine learning and deep learning techniques.Perform hypothesis driven experimentation along with careful data analysis to validate the model improvements.Minimum QualificationsRequires a Master’s degree (or foreign degree equivalent) in Computer Science, Computer Software, Computer Engineering, Applied Sciences, Mathematics, Physics, or related field. Position also requires completion of a university-level course / research project/ internship or thesis in the following:1. Machine Learning Framework(s): PyTorch, MXNet, or Tensorflow2. Machine learning, recommendation systems, computer vision, natural language processing, data mining, or distributed systems3. Translating insights into business recommendations4. Hadoop, HBase, Pig, MapReduce, Sawzall, Bigtable, or Spark5. Developing and debugging in C, C++, and Java6. Scripting languages: Perl, Python, PHP, or shell scripts7. C, C++, C#, or Java8. Python, PHP, or Haskell9. Relational databases and SQL10. Software development tools: Code editors (VIM or Emacs), and revision control systems (Subversion, GIT, or Perforce)11. Linux, UNIX, or other *nix-like OS as evidenced by file manipulation, advanced commands, and shell scripting12. Build highly-scalable performant solutions13. Data processing, programming languages, databases, networking, operating systems, computer graphics, or human-computer interaction14. Applying algorithms and core computer science concepts to real world systems as evidenced by recognizing and matching patterns from different areas of computer science in production systems15. Distributed systems For those who live in or expect to work from California if hired for this position, please click here for additional information. About Meta Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today—beyond the constraints of screens, the limits of distance, and even the rules of physics. $214,032/year to $240,240/year + bonus + equity + benefitsIndividual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta. Equal Employment Opportunity Meta is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or other applicable legally protected characteristics. You may view our Equal Employment Opportunity notice here. Meta is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, fill out the Accommodations request form.
