Senior Staff Data Scientist, Natural Language Processing
Seattle, WA
Applications have closed
Outreach.io
Outreach unlocks seller productivity to help sales teams efficiently create and close more pipeline.Your Daily Adventures Will Include Analyzing huge volumes of communication such as e-mails, phone call transcripts, meeting transcripts. The data velocity is in Terabytes. Developing highly efficient machine learning models and extracting insights and actions.Implementing and testing prototypes on our large scale distributed data infrastructure.Closely working with Machine Learning Engineers to deploy your models and insights into production.Working with internal teams to validate your results and enable them to take action based on your insights.Rigorously measuring the impact of your work via data analysis and experimentation.
Our Vision of You
- You have a solid background in statistical learning techniques for NLP (Deep Learning, HMMs, CRFs, SVMs, LDA, LSI, MRFs, etc), and experience applying these techniques to solve real problems in one of the modern distributed ML and deep learning frameworks (TensorFlow, PyTorch, MxNet, etc.)
- You have experience working with distributed data processing frameworks such as Spark.
- You have strong programming skills in Python and are familiar with at least one other object oriented programming language (C++, Java, Scala, etc.)
- You understand the entire lifecycle of machine learning product development, from inception to production
- You are hands on, curious about new tools and languages, and excited about building things and experimenting.
- You go above and beyond to help your team. You are honest, admit mistakes, and own fixing them
- You are motivated and talented: always looking to sharpen and adapt your skills
- You have an MS in Computer Science, Statistics, or a related quantitative field, or equivalent industry experience.
- PhD degree and a track record of publications at conferences such as NAACL, ACL, CoNLL, ICML, ICLR, IJCAI, SIGIR, EMNLP, KDD, WWW, NeurIPS, AAAI, CoLING are preferred.
Why You’ll Love It Here
• Generous medical, dental, and vision coverage for full-time employees and their dependents • Flexible time off • 401k to help you save for the future• Company-organized and personal paid volunteer days to support the community that supports us• Fun company and team outings (or virtual events these days!) because we play just as hard as we work• Diversity and inclusion programs that promote employee resource groups like OWN (Outreach Womxn's Network)• A parental leave program that includes not just extended time off but options for a paid night nurse, food delivery, gradual return to work, and the Gottman Institute's Bringing Home Baby course for new parents• Employee referral bonuses to encourage the addition of great new people to the team• Plus, unlimited snacks and beverages in our kitchen (once we're back in the office, that is!)• We’re an equal opportunity employer. All applicants will be considered for employment without attention to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status
Tags: AWS Causal inference Classification Computer Science Data analysis Deep Learning EMNLP ICLR ICML Machine Learning ML models MXNet NeurIPS NLP PhD Python PyTorch Scala Spark Statistics TensorFlow Testing
Perks/benefits: Career development Conferences Flex hours Flex vacation Health care Medical leave Parental leave Salary bonus Snacks / Drinks Team events Unlimited paid time off
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