Software Engineer (Technical Leadership) - Machine Learning

Meta Platforms, Inc.
San Francisco, CA, United States
7 days ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Expert
Experience required
8 years minimum
Compensation
$213,000 - $293,000
Working hours
Regular working hours
Job source

Tech stack

Java (Programming Language) BigTable C++ (Programming Language) Computer Engineering Data Mining Apache Hadoop MapReduce Apache HBase Apache Hive Python (Programming Language) Machine Learning Natural Language Processing
+5 more
Pattern Recognition Recommender Systems Apache Spark Information Technology Programming Languages

Job description

  • Drive the team’s goals & technical direction to pursue opportunities that make your larger organization more efficient
  • Effectively communicate complex features & systems in detail
  • Understand industry & company-wide trends to help assess & develop new technologies
  • Partner & collaborate with organization leaders to help improve the level of performance of the team & organization
  • Identify new opportunities for the larger organization & influence the appropriate people for staffing/prioritizing these new ideas
  • Suggest, collect and synthesize requirements and create an effective feature roadmap
  • Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules-based models
  • Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU)

Requirements

  • Bachelor’s degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
  • Experience leading projects with industry-wide impact
  • Experience communicating and working across functions to drive solutions
  • Experience in mentoring/influencing senior engineers across organizations
  • Proven track record of planning multi-year roadmap in which short-term projects ladder to the long-term vision
  • Experience in driving large cross-functional/industry-wide engineering efforts
  • 12+ years of experience in programming languages (Python, C++, Java or R) with technical background
  • 8+ years of experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, NLP, data mining or artificial intelligence, * Experience in shipping products to millions of customers or have started a new line of product
  • Experience with Hadoop/HBase/Pig or MapReduce/Sawzall/Bigtable/Hive/Spark

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