Software Engineer, Machine Learning

Meta

$130K — $180K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Master's degree in Computer Science, Engineering, Mathematics, Physics, or related field required.
  • 2 years of experience in machine learning frameworks like PyTorch, MXNet, or Tensorflow.
  • Familiarity with computer vision, natural language processing, and distributed systems.
  • Proficiency in C/C++, Java, and scripting languages such as Python or Perl.
  • Experience with big data technologies such as Hadoop and Spark.

Responsibilities

  • Research and develop software for operating systems and network distribution focusing on social data.
  • Solve classification and optimization problems, including payment fraud detection and recommendation systems.
  • Create scalable systems and algorithms using deep learning and data regression.
  • Analyze technology requirements and identify bottlenecks.
  • Iterate on solutions to enhance efficiency using advanced deep learning techniques.
  • Collaborate with the engineering team on coding deliverables under general supervision.
  • Adapt machine learning methods for parallel computing environments.

Benefits

  • Work in a cutting-edge environment focusing on augmented and virtual reality.
  • Contribute to transformative technologies that redefine social interaction.
  • Join a diverse team committed to shaping the future of digital connections.
  • Opportunity to work on impactful projects that use massive datasets.
  • Access to continuous learning and professional development resources.
Full Job Description
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.

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 classification 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 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).

Minimum Qualifications
• Master's degree (or foreign degree equivalent) in Computer Science, Computer Software, Computer Engineering, Applied Sciences, Mathematics, Physics, or related field and 2 years of work experience in the job offered or in a computer-related occupation
• Requires 2 years of experience in the following:
• Machine Learning Framework(s): PyTorch, MXNet, or Tensorflow
• Machine learning, recommendation systems, computer vision, natural language processing, data mining, or distributed systems
• 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
• C, C++, C#, or Java
• Python, PHP, or Haskell
• Relational databases and SQL
• Software development tools: Code editors (VIM or Emacs), and revision control systems (Subversion, GIT, or Perforce)
• Linux, UNIX, or other *nix-like OS as evidenced by file manipulation, advanced commands, and shell scripting
• Build highly-scalable performant solutions
• Data processing, programming languages, databases, networking, operating systems, computer graphics, or human-computer interaction
• Applying algorithms and core computer science concepts to real world systems as evidenced by recognizing and matching patterns from different areas of computer science in production systems and
• Distributed systems

About 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.

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.

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