Meta AR/VR Job | Software Engineer (Technical Leadership), Machine Learning - Generative AI
Job（岗位）: Software Engineer (Technical Leadership), Machine Learning - Generative AI
Type（岗位类型）: Artificial Intelligence
Citys（岗位城市）: Menlo Park, CA
Date（发布日期）: 2023-5-27
Summary（岗位介绍）
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 like 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.
Generative AI represents a huge opportunity to unleash the creativity of the billions of people globally who use our technologies. For years, teams at Meta have been leading the industry in AI research. We are uniquely positioned to adopt an end-to-end approach to generative AI that few organizations can offer, through building breakthrough product experiences using generative AI, generative AI research across all modalities, world-class applied AI/ML product engineering, scalable, high-performance AI infrastructure and deep experience building tools that enable social connection and expression.
As a Software Engineer on the generative AI team at Meta, you can help bring the transformative potential of generative AI to people and businesses around the world as we build a new class of generative AI experiences.
Qualifications（岗位要求）
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
Description（岗位职责）
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)
Additional Requirements（额外要求）
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
