Meta - Trenton, NJ

posted about 2 months ago

Full-time - Senior
Trenton, NJ
Web Search Portals, Libraries, Archives, and Other Information Services

About the position

Meta is seeking Machine Learning Engineers to join our engineering team. The ideal candidate will have industry experience working on a range of classification and optimization problems such as payment fraud, click-through rate prediction, click-fraud detection, search ranking, text/sentiment classification, collaborative filtering/recommendation, or spam detection. The position will involve taking these skills and applying them to some of the most exciting and massive social data and prediction problems that exist on the web. As a Software Engineer (Leadership) - Machine Learning, you will drive the team's goals and technical direction to pursue opportunities that enhance the efficiency of the larger organization. You will be responsible for effectively communicating complex features and systems in detail, understanding industry and company-wide trends to help assess and develop new technologies, and partnering with organization leaders to improve team and organizational performance. Your role will also involve identifying new opportunities for the organization and influencing the appropriate stakeholders for staffing and prioritizing these new ideas. You will suggest, collect, and synthesize requirements to create an effective feature roadmap. Additionally, you will develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules-based models, while adapting standard machine learning methods to exploit modern parallel environments such as distributed clusters, multicore SMP, and GPU.

Responsibilities

  • 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++, or Java) with technical background.
  • 8+ years of experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, data mining or deep learning based methods.

Nice-to-haves

  • Experience in shipping products to millions of customers or have started a new line of product.

Benefits

  • Bonus
  • Equity
  • Health Insurance
  • Paid Time Off
  • Retirement Savings Plan
  • Professional Development Opportunities
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