Instagram – Software Engineer, Machine Learning 1553 views

Instagram is seeking Machine Learning Engineers to help build and optimize their rapidly growing network. Their mission at Instagram is to strengthen relationships through shared experiences. The ideal candidate will have industry experience working on a range of classification and optimization problems, e.g. click-through rate prediction, click-fraud detection, image recognition, search ranking, text/sentiment classification, collaborative filtering/recommendation, or spam detection. If you are excited about building great products and pioneering new uses for machine learning, come join them in their New York City office.

Responsibilities

• Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules-based models
• Suggest, collect and synthesize requirements and create effective feature roadmap
• Apply expert software development skills to a wide range of ML-related coding projects
• Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU)

Minimum Qualification

• MS degree in Computer Science or related quantitative field with 5+ years of relevant experience or Ph.D. degree in Computer Science or related quantitative field
• Experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, large-scale data mining or artificial intelligence.
• Proven ability to translate insights into business recommendations
• Experience with Hadoop/Hbase/Pig or MapReduce/Sawzall/Bigtable
• Knowledge in developing and debugging in C/C++ and Java
• Experience with scripting languages such as Perl, Python, PHP, and shell scripts
• Experience with filesystems, server architectures, and distributed systems