Bombora · 6 days ago
Data Scientist
Wonder how qualified you are to the job?
Maximize your interview chances
B2BMarketing
H1B SponsorshipWork & Life Balance
Insider Connection @Bombora
Responsibilities
Perform analyses of large structured and unstructured datasets to solve complex business problems utilizing advanced statistical techniques and mathematical analyses
Design and implement modifications to the systems, applications, models, and processes in consultation with higher-level staff
Monitor the performance of applications and models and respond to problems by diagnosing and correcting errors in logic, coding, and data changes
Implement and/or maintain portions of a scientific programming project including writing documentation
Able to present data to multiple stakeholders to develop strategies for our products
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 distributed team that strives for knowledge, camaraderie and impact
Qualification
Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.
Required
Bachelors or Masters in a STEM field; e.g. Mathematics, Physics, Economics, Engineering Science, Data Science, Computer Science, Computer Engineering, etc.
2 years with Masters or 5 years with Bachelor's degrees of work experience with analysis applications (extracting insights, performing statistical analysis, or solving business problems) and coding (Python, SQL)
Proficient in Python, SQL, Git
Documentation and visualization skills using Jupyter, matplotlib, ggplot etc
Foundational Knowledge in Probability, Linear Algebra, Machine learning (and deep learning) algorithms, computational data structures and algorithms
Experience in ML Frameworks / Libraries: Pytorch, Tensorflow, PySpark, scikit-learn, etc
Experience with cloud platforms.
Preferred
Ph.D in a STEM field
Graphical Theory + Inference: knowledge and experience with common graphical models, e.g. HMM, markov random field, and bayesian network
Knowledge of state of the art natural language understanding methods
Committed to live and breathe by test driven development (TDD)
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
Experience with Google Cloud Platform technologies such as BigQuery, and Vertex AI is a nice to have
Benefits
Health / Dental / Vision
Flexible Spending / Health Spending Accounts
Flexible Vacation / Paid Holidays / Summer Fridays
Education / Tuition Assistance / Annual Learning Stipend
401K
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!)
Company
Bombora
Bombora’s intent data aligns marketing and sales teams, enabling them to base their actions on the knowledge
H1B Sponsorship
Bombora has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2023 (1)
2022 (3)
2021 (5)
Funding
Current Stage
Early StageTotal Funding
$20MKey Investors
Runway Growth Capital
2021-04-13Debt Financing· $20M
2016-01-01Seed· Undisclosed
Recent News
Australian Financial Review
2024-06-05
2024-05-06
Australian Financial Review
2024-02-05
Company data provided by crunchbase