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Software Engineer at Meta
Menlo Park, United States
Job Descrption
- Research, 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).
- Drive project technical direction and effectively communicate complex features and systems in detail.
- Design and develop APIs, or backend systems across several programming languages such as Python, PHP (Hack), Java or C++.
- Debug and figure out issues and business logic in complex data flows.
- Refactor systems and code for improved efficiency to optimally handle problems of scale with safe guards to maintain high system reliability.
- Requires a Master’s degree in Computer Science, Computer Software, Computer Engineering, Applied Sciences, Mathematics, Physics, or related field.
Requires completion of a university-level course, research project, internship, or thesis in the following: - 1. Machine Learning Framework(s): PyTorch, MXNet, or Tensorflow
- 2. Machine learning, recommendation systems, computer vision, natural language processing, data mining, or distributed systems
- 3. Translating insights into business recommendations
- 4. Hadoop, HBase, Pig, MapReduce, Sawzall, Bigtable, or Spark
- 5. Developing and debugging in C, C++, C#, or Java
- 6. Scripting languages: Perl, Python, PHP, Haskell, or shell scripts
- 7. Relational databases and SQL
- 8.Software development tools: Code editors (VIM or Emacs), and revision control systems (Subversion, GIT, or Perforce)
- 9. Linux, UNIX, or other *nix-like OS as evidenced by file manipulation, advanced commands, and shell scripting
- 10. Build highly-scalable performant solutions
- 11. Data processing, programming languages, databases, networking, operating systems, computer graphics, or human-computer interaction
- 12. 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 systems
- 13. Distributed systems.
Individual pay is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base salary, Meta offers benefits. Learn more about benefits at Meta.
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