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    Software Engineer, Machine Learning - New York, United States - Meta Platforms, Inc.

    Meta Platforms, Inc.
    Meta Platforms, Inc. New York, United States

    2 weeks ago

    Default job background
    Description

    Employer:
    META PLATFORMS, INC. (f/k/a Facebook, Inc.)

    Job Title:
    Software Engineer, Machine Learning

    Job Code:

    REQ

    Job Location:
    New York, New York

    Job Type:

    Full-time, 9am - 6pm, 40 hours a week, Monday - FridaySalary: $ /year to $200200/year + bonus + equity + benefits.

    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 or equity or sales incentives, if applicable.

    In addition to base salary, Meta offers benefits.

    Learn more about benefits at Meta at this link:
    , 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, eg 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 (eg distributed clusters, multicore SMP, and GPU). Identify and debug common issues in training machine learning models such as overfitting/underfitting, leakage, offline/online inconsistency independently and consistently. Independently identify, motivate, and execute on reasonable medium to large hypotheses for model improvements through data analysis, and domain knowledge, and are able to communicate learnings effectively.


    Requirements:


    Requires a Master's degree in Computer Science, Computer Software, Computer Engineering, Statistics, Applied Sciences, Mathematics, Physics, or related field and one year of work experience in the job offered or in a computer-related occupation.

    Requires one year of experience 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++, and Java;6.

    Scripting languages:
    Perl, Python, PHP, or shell scripts;7. C, C++, C#, or Java;8. Python, PHP, or Haskell;9. Relational databases and SQL;10.

    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 scripting;12. Build highly-scalable performant solutions;13. Data processing, programming languages, databases, networking, operating systems, computer graphics, or human-computer interaction;14.

    Applying algorithms and core computer science concepts to real world systems as evidenced by recognizing and matching patterns from different areas of computer science inproduction systems;15.

    Distributed systems.

    Minimum Salary: 187,873
    Maximum Salary: 200,200

    Salary Unit:
    Yearly
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