Principal Software Engineer - Machine Learning
Demandbase, San Francisco, CA
WE ARE DEMANDBASE The only marketing cloud purpose-built for B2B
What do industry leaders like Adobe, American Express, Box, Dell, Salesforce.com and SAP have in common? They all use Demandbase solutions to power their business-to-business (B2B) marketing!
Demandbase, a leading SaaS-based B2B marketing technology company and Glassdoor’s Top 10 Best Places to Work, is looking for more inspired and driven people to join us. With a roster of loyal, blue-chip customers that’s growing every day, we’re in a phase of tremendous growth and building the team that will take us to the next level. As a late-stage/pre-IPO startup, we’re as committed to growing careers as we are to building world-class B2B marketing technology, all while enjoying an unparalleled work-life balance. If you enjoy innovating and collaborating with highly intelligent, motivated people who are also pretty fun to hang out with, you’re probably a good fit for us.
We are a group of talented individuals with deep expertise in the domain area of business applications and building large complex systems with simple user interfaces. We also have deep expertise in big data technology such as IR, NLP, and large graphs and utilize the best technology to provide innovative and novel products to frustrated end-users in the enterprise.
As the Senior Data Scientist, you’ll be responsible for developing and testing hypotheses on behavioral responses in B2B marketing, creating models that extract data from, among others, website, digital advertising, and CRM solutions into actionable insights, and defining leading edge thinking on how analytical frameworks can be applied to predictive marketing.
We deal with a large number of known problems with NLP such as relation extraction, NER, cross-document summarization, natural language understanding, natural language generation, topic modeling, and entity linking/disambiguation. Your job will to be develop new technologies, improve on existing technologies, and build these tools into enterprise-level software. You will be both hands-on and strategic—with both a broad ecosystem-level understanding of our market space and the ability to work closely with engineering and product teams to deliver software in an iterative, continual-release environment. This is a high-visibility position involving close collaboration across functional groups and with executive stakeholders at customers like the ones mentioned above.
Why you want to join us:
- Be at the cutting edge of NLP technology
- Be part of an experienced team in machine learning, natural language understanding, deep learning, graph theory, and enterprise applications with intimate knowledge of the domain
- Help us to introduce mainstream NLU into enterprise applications
- You would have access to a unique set of data capturing all interactions between businesses, which is sought after by many researchers.
- We are uniquely positioned with significant intellectual property
- Define: Work with customers and internal stakeholders to define hypotheses and models. We are dealing with all aspects of Business-to-Business sales and marketing problems and first to apply data science to them.
- Document: Write clear, concise descriptions of how insights can be converted into repeatable actions.
- Test: Continually iterate your models and refine assumptions, data sources and more.
- Communicate: Drive understanding and buy-in among all stakeholders at all levels.
- PhD in Computer Science, Math, Statistics, or a related field
- OR Masters in related field with 2+ years industry experience using NLP and machine learning
- Strong background in algorithms and dealing with large-scale data problems
- Experience with Hadoop or Spark or other large-scale data processing platforms
- Experience with SQL or NoSQL databases
- Proven ability to solve problems using state of the art technology
- Proven ability to innovate when necessary, but not reinvent the wheel
- Proven ability to solve problems using NLP and machine learning in an industry setting
- Imagination beyond what has been done before
- Experimental yet able to create something useful
- Flexibility to deal with ambiguity in requirements
- Hands on, and not afraid to wear multiple hats
- Passion for career growth and development into a leadership position
- Ability to provide technical guidance and leadership to other engineers
Demandbase, the leader in Account-Based Marketing (ABM), has been introducing ABM solutions to the market since 2011. The company offers the only end-to-end ABM platform — account identification, account-based advertising, B2B website personalization, account-based marketing automation, sales insights and integrations into CRM so that ABM results are optimized around sales activity. The Demandbase B2B Marketing Cloud is the only subscription-based ad targeting and web personalization solution that let marketers connect campaigns directly to revenue. The B2B Marketing Cloud is powered by patented technology, which allows companies to identify in real-time the accounts they value most and personalize their digital marketing efforts to them. Enterprise leaders and high-growth companies such as Adobe, GE, Salesforce.com, Oracle, Box, CSC, DocuSign, Dell and others use Demandbase to drive ABM and maximize their marketing performance. The company was named a Gartner Cool Vendor for Tech Go-To Market in 2016. More information can be found at https://www.demandbase.com or by following the company on Twitter @Demandbase.
Our benefits include 100% paid for Medical, Dental and Vision for you and your entire family, short-term/long-term disability, life insurance, flexible vacation policy, 401k, commuter benefits, free snacks, catered lunch every Friday, Pinot Noir Fridays, chair massages, weekly yoga and much more!
ABOUT US Demandbase is passionately dedicated to helping B2B marketers achieve greater business impact. Our journey began almost a decade ago, when we started mapping IP addresses to companies. This focus on helping marketers identify and target their most important accounts paved the way for the creation of the Account-Based Marketing category. Since then, we have continued to lead the way by helping marketers leverage innovative technologies to solve their greatest challenges and drive results. We now offer the most comprehensive set of ABM solutions on the market. Our success is based on three areas of focus: 1) continue to expand and refine one of the largest B2B databases in the world, 2) never stop innovating our products and technology, and 3) always be an advocate for B2B marketers. We continue to live up to these ideals, expanding our technology to include Artificial Intelligence, machine learning and other tools to help companies scale their ABM strategies. At Demandbase, we truly believe that we are in a golden age for B2B marketers, with new innovations regularly disrupting the way we acquire and retain customers.
Want to learn more about Demandbase? Visit Demandbase's website.
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