Software Engineer – Machine Learning
New York, NY
Meta
Giving people the power to build community and bring the world closer together- Develop and execute software tests.
- Research, design, develop, and test operating systems-level software, compilers, and network distribution software for massive social data and prediction problems.
- Test systems
modifications. - Work on a range of ranking, classification, recommendation, and optimization problems, such as clickfraud detection, collaborative filtering/recommendation, or spam detection.
- 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.
- Leverage orders of magnitude and more data.
- Adapt standard machine learning methods to best exploit modern parallel environments, like distributed clusters, multicore SMP, and GPU.
- Requires a Bachelor's degree (or foreign equivalent) in Computer Science, Engineering, Mathematics, or a related field and 12 months of experience in the job offered or in a related occupation
- Requires 12 months of experience involving the following:
- 1. C, C++, Java, and C#
- 2. Building large-scale infrastructure applications
- 3. Creating web applications using at least one of the following: Python, PHP, or Ruby
- 4. Relational databases and SQL
- 5. Implementing web interfaces using JavaScript, HTML, or CSS
- 6. Leveraging frameworks, including React or React Native
- 7. Conducting design and code reviews
- 8. Object-oriented software development
- 9. Building maintainable and testable codes bases including API design and unit testing
- 10. Multithreading programming and mobile memory management
- 11. Software development tools: Code editors (VIM or Emacs), and revision control systems (Subversion, GIT, or Perforce)
- 12. Distributed systems including sharding, consistency, and availability
- 13. Linux, UNIX, or other *nix-like OS as evidenced by file manipulation, advanced commands
- 14. Applying algorithms and core computer science concepts to real world systems as evidenced by recognizing and matching patterns form different areas of computer science in production systems
- 15. Building maintainable and testable code bases, including API design and unit testing techniques
- 16. Mobile architecture patterns that can scale to a large number of programmers and teams in one codebase like MVVM, VIPER, modularization
- 17. Dependency injection and scoped access to shared resources
- 18. Filesystems, server architectures, and distributed systems
$188,080/year to $200,200/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 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.
Tags: APIs Architecture Classification Computer Science Deep Learning Distributed Systems Engineering Git GPU Java JavaScript Linux Machine Learning Mathematics PHP Physics Python RDBMS React Research Ruby SQL Testing VR
Perks/benefits: Career development Equity / stock options Health care Salary bonus
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