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Facebook Software Engineer Machine Learning United States, New York, New York 569593012
04.09.2025
Software Engineer (Machine Learning) Responsibilities
- Research, design, develop, and test operating systems-level software, compilers, and network distribution software for massive social data and prediction problems.
- Have industryexperience 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 diverse 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.
- Demonstrates good judgment to 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 little 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).
Minimum Qualifications
- Requires a Master's degree (or foreign equivalent) in Computer Science, Engineering, Mathematics, Applied Sciences, or a related field and 36 months in the job offered or computer-related occupation
- Requires 36 months of experience involving the following:
- 1. Machine learning, recommendation systems, pattern recognition, data mining, or artificial intelligence
- 2. Hadoop/HBase/Pig or MapReduce/Sawzall/Bigtable/Spark
- 3. Scripting languages such as Perl, Python, PHP, or shell scripts4. Python, PHP, or Haskell
- 5. Relational databases and SQL
- 6. Software development tools: Code editors (VIM or Emacs), and revision control systems (Subversion, GIT, or Perforce)
- 7. Linux, UNIX, or other *nix-like OS as evidenced by file manipulation, advanced commands, and shell scripting
- 8. Build highly-scalable performant solutions
- and,9. Data processing, programming languages, databases, networking, operating systems, computer graphics, or human-computer interaction
About Meta
$214,032/year to $240,240/year + bonus + equity + benefits
Individual 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 at Meta.
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