Data Scientist III, NLP (Remote, US)
Bombora provides a global B2B intent platform powered by the world’s largest publisher data co-op. Our data allows sales teams to base their actions on the knowledge of which companies are in-market for their products and empowers marketing teams to practice #SustainableMarketing. We process billions of content interactions daily to detect intent signals from companies around the world.
Bombora is growing and we need you to help us succeed!
You will join the Data Science (DS) team, assisting our ambitious and mission critical project of enhancing our internal models. You will assist our team’s efforts to analyze, interpret, and model upon Bombora’s significant reserves of B2B intent data. You will implement these models within our analytics libraries. You will have fun (or we really hope you do).
You will….
- Perform advanced analysis and modeling in NLP in predicting topics against web content our system collects
- Implement models algorithms and machine learning operations, leveraging Apache Spark, PyTorch and other ML libraries
- Learn and advance existing data models for our events, profiles and other source datasets
- Participate in daily stand-ups, story planning, reviews, retrospectives, and the occasional outing to nearby local cuisine and / or culture
- Learn, grow and participate as a member of a passionate team that strives for knowledge, camaraderie and impact
You have…
- Ongoing B.S. / M.S. / Ph.D. in data science, computer science, physics, electrical engineering, applied mathematics, or related degree
- Probability + Statistics: solid fundamentals across mathematics that allows us to interpret the world empirically. Against all else, these should be the concepts upon which you always rely.
- ML: basic experience (2-3 years) in machine learning and related libraries
- Fluency: In Python, but other other languages we also love (e.g., R, Julia)
Bonus points...
- Graphical Theory + Inference: knowledge and experience with common graphical models, e.g. HMM, markov random field, and bayesian network
- NLP + DL: knowledge of natural language processing in both classical theories and deep learning approaches.
- Data wrangler: Passionate about data and the ability to leverage data to understand systems.
- Committed: Live and breathe TDD and agile methodologies (we're a Kanban team)
- Algorithms / Data Structures: Design patterns, efficiency, using the right abstraction for the task.
- Functional Programming: filters and maps, currying and partial evaluation, group-by and reduce-by, oh my!
Perks and Benefits
- Competitive Salary / Options
- Health / Dental / Vision
- Flexible Spending / Health Spending Accounts
- Unlimited Vacation / Paid Holidays / Summer Fridays
- Education / Tuition Assistance / Annual Learning Stipend
- 401K / Match
- Generous Parental Leave (16 weeks primary/12 secondary)
- Commuter Benefits
- On Demand Learning (Udemy)
- Team Lunches / Outings / Events (Yes! We found a way to do virtually!)
- Offices (for when you want one)
At Bombora, we embrace diversity because it breeds innovation. Bombora is an equal opportunity employer and participates in E-Verify. Employment offers are contingent upon completion of successful background checks.
#BI-Remote