Software Engineer (Machine Learning)
Menlo Park, California
Employer: Meta
Industry:
Salary: Competitive
Job type: Full-Time
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
Minimum Qualifications
Start preparing
Learn about how to prepare for your interview with our interview guide, tips, and interactive experiences.
Visit interview prep
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 , 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.
- 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 stateof-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).
- Telecommuting is permitted from anywhere in the United States.
Minimum Qualifications
- Master's degree or foreign equivalent in Computer Science, Computer Software, Computer Engineering, Applied Sciences, Mathematics, Physics, or related field and 3 years of experience in the job offered or in a computer-related occupation. Foreign equivalent accepted. Requires three years of experience in the following:
- 1. Filesystems, server architectures, and distributed systems
- 2. Hadoop/HBase/Pig or MapReduce/Sawzall/Bigtable/Spark
- 3. Developing and debugging in C/C++ and Java
- 4. Scripting languages such as Perl, Python, PHP, or shell scripts
- 5. C, C++, C#, or Java
- 6. Python, PHP, or Haskell
- 7. Relational databases and SQL
- 8. Software development tools: Code editors (VIM or Emacs), and revision control systems (Subversion, GIT, or Perforce)
- 9. Linux, UNIX, or other *nix-like OS as evidenced by file manipulation, advanced commands, and shell scripting
- 10. Building highly-scalable performant solutions
- 11. Data processing, programming languages, databases, networking, operating systems, computer graphics, or human-computer interaction
- 12. 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
- 13. Distributed systems.
Start preparing
Learn about how to prepare for your interview with our interview guide, tips, and interactive experiences.
Visit interview prep
Created: 2024-05-18
Reference: 979354067226319
Country: United States
State: California
City: Menlo Park
Similar jobs:
-
Let's begin! Software Engineer (4618)
Moody's Investors Service in Newark, California💸 $112900.00 per year -
Senior Product Software Technician - CAD Tooling Engineer/Infrastructure Engineer
Capgemini in San Francisco, California -
Software Engineer- SoC Level Validation Engineer
Apple in Cupertino, California -
Software Engineer III
Sam's Club in SUNNYVALE, California💸 $117000.00 per year -
Senior Software Engineer - Real Time Communication
Bloomberg LP in San Francisco, California -
Software Engineer, Systems ML - PyTorch Compiler / ML Framework / Performance
Meta in Menlo Park, California -
Software Test Engineer
Meta in Sunnyvale, California -
Software Engineer (Product)
Meta in Menlo Park, California -
Senior Software Engineer, Apple Services Engineering
Apple in Cupertino, California -
(USA) Senior, Software Engineer
Walmart in SUNNYVALE, California💸 $117000.00 per year -
Senior Software Engineer - TikTok Accessibility, Android - San Jose
TikTok in San Jose, California -
Senior Software Engineer
Uber in San Francisco, California💸 $185000 per year -
Principal Software Engineer
Intuit in Mountain View, California -
Software Quality Automation Engineer - Mail, Messages and FaceTime
Apple in San Diego, California -
Senior Software Engineer - USDS
TikTok in Mountain View, California -
Software Development Engineer (ML), AGI Foundations
Amazon in Sunnyvale, California💸 $129300 per year -
Software Engineer - Location and Spatial Awareness
Apple in San Diego, California -
Software Development Engineer II, AWS Industry Products, Manufacturing
Amazon in Santa Clara, California💸 $129300 per year -
Software Engineer III, Search
Google in Mountain View, California -
Senior iOS Software Engineer - TikTok Account
TikTok in San Jose, California