Research Scientist (Machine Learning)
New York, NY
Meta
Giving people the power to build community and bring the world closer together- Research, design, develop, and test operating systems-level software, compilers, and network distribution software for massive social data and prediction problems.
- Work 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.
- Demonstrate 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).
- Requires a Master’s degree (or foreign degree equivalent) in Computer Science, Computer Software, Computer Engineering, Applied Sciences, Mathematics, Physics, or a related field.
- Completion of one graduate-level course, one research project, or one internship involving the following skills:
- Machine learning, recommendation systems, pattern recognition, data mining, or artificial intelligence
- Machine Learning Framework(s)
- Pytorch, MXNet, or Tensorflow
- Translating insights into business recommendations
- Hadoop/HBase/Pig or MapReduce/Sawzall/Bigtable/Spark
- Developing and debugging in C/C++ and Java
- Scripting languages such as Perl, Python, PHP, or shell scripts
- Object-oriented software development
- C, C++, C#, or Java
- Conducting design and code reviews
- Python, PHP, or Haskell
- Linux, UNIX, or other *nix-like OS as evidenced by file manipulation, advanced commands, and shell scripting
- Data processing, programming languages, databases, networking, operating systems, computer graphics, or human-computer interaction
- Data Structures and Algorithms and
- Distributed systems.
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.
Tags: Bigtable Classification Computer Science Data Mining Deep Learning Distributed Systems Engineering GPU Hadoop Haskell HBase Java Linux Machine Learning Mathematics MXNet Perl PHP Physics Python PyTorch Research Shell scripting Spark TensorFlow VR
Perks/benefits: Career development Equity / stock options Health care Salary bonus
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