FreshRemote.Work

Software Engineer (Machine Learning)

Menlo Park, CA | Remote, US

Meta Platforms, Inc. (Meta), formerly known as Facebook Inc., builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps and services like Messenger, Instagram, and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. To apply, click “Apply to Job” online on this web page.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 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 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 (eg distributed clusters, multicore SMP, and GPU).
  • Telecommuting is permitted from anywhere in the US.
Minimum Qualifications
  • Master's degree in Computer Science, Engineering, Mathematics, Applied Sciences, or a related field and 36 months of experience in job offered or computer-related occupation. Foreign equivalent accepted.

    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 scripts
  • 4. 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
  • 9. Data processing, programming languages, databases, networking, operating systems, computer graphics, or human-computer interaction.
LocationsAbout Meta Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today—beyond the constraints of screens, the limits of distance, and even the rules of physics. Meta is committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or sincerely held religious beliefs, or who are neurodivergent or require pregnancy-related support. If you need support, please reach out to accommodations-ext@fb.com. $192,094/year to $200,200/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, equity or sales incentives, if applicable. In addition to base salary, Meta offers benefits. Learn more about benefits at Meta. Apply

Job Profile

Regions

North America

Countries

United States

Restrictions

Telecommuting is permitted from anywhere in the U.S.

Benefits/Perks

Benefits Bonus Equity Long term conditions Mental health conditions Pregnancy-related support Religious beliefs

Tasks
  • Adapt standard machine learning methods to best exploit modern parallel environments
  • Analyze and synthesize requirements and bottleneck in technology
  • Code deliverables in tandem with the engineering team
  • Data mining
  • Develop highly scalable systems, algorithms, and tools leveraging deep learning, data regression, and rules-based models
  • Research, design, develop, and test operating systems-level software
  • Research, design, develop, and test operating systems-level software, compilers, and network distribution software for massive social data and prediction problems
  • Suggest, collect, analyze, and synthesize requirements and bottleneck in technology, systems, and tools
  • Work on a range of ranking, classification, recommendation, and optimization problems
Skills

Algorithms Artificial Intelligence Bigtable Code editors Compilers Computer graphics Computer Science Databases Data Mining Data processing Data Regression Deep Learning Design Emacs Engineering Git Hadoop Haskell HBase Human-Computer Interaction Industry experience Linux Machine Learning MapReduce Network Distribution Network Distribution Software Networking *nix-like OS Operating Systems Operating Systems-level Software Optimization Pattern Recognition Perforce Perl PHP Pig Programming Programming languages Python Recommendation systems Recruiting Regression Relational databases Research Revision control systems Rules Based Models Sawzall Scripting Languages Shell scripting Shell Scripts Software Development Software Development Tools Spark SQL Subversion UNIX VIM Web

Experience

3 years

Education

Applied Sciences Artificial Intelligence Computer Science Design Engineering Master Master's degree Master’s Degree in Computer Science Mathematics Physics Related Field Technology

Timezones

America/Anchorage America/Chicago America/Denver America/Los_Angeles America/New_York Pacific/Honolulu UTC-10 UTC-5 UTC-6 UTC-7 UTC-8 UTC-9