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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, and we're looking for a Sr. Machine Learning Engineer.
Bombora is growing and we need you to help us succeed!
Bombora Data Science team is tasked with knowledge extraction and insight generation from Bombora's significant reserves of consumer intent data. We are passionate about understanding the complex systems we model and extracting real value from the massive data we analyze. A significant undertaking, we enjoy the challenge, and have fun with the entire Bombora team doing so.
As the Sr. Machine Learning Engineer, you will join the Data Science (DS) team, assisting our ambitious and mission-critical task to build models to detect intent signals from companies all across the world. You will contribute to Bombora’s machine learning model lifecycle competencies, across model artifact generation, deployment and monitoring. You will design and implement validation and performance reporting workflows for our production models. Our new Sr. Machine Learning Engineer will have fun (or we really hope you do).
The Sr. Machine Learning Engineer will...
- Design and develop tooling and pipelines to streamline the training, delivery, management and monitoring of models in our production system.
- Design robust performance metrics and reporting for continuous validation of models across multiple use cases.
- Implement models, algorithms and machine learning operations, leveraging Apache Spark, PyTorch, Scikit Learn and other ML libraries.
- Employ test-driven development, performance benchmarking, rapid release schedule, and continuous integration.
- Guide and mentor junior team members to maintain SDLC, agile methodologies, designs that scale and codebases that make you proud.
- Participate in daily stand-ups, story planning, reviews, retrospectives, and the occasional outings to nearby local cuisine and / or culture.
Our Sr. Machine Learning Engineer will have...
- Education: B.S. / M.S. in data science, computer science, physics, electrical engineering, applied mathematics, or a related degree
- Probability + Statistics: solid fundamentals in the areas of mathematics that allow us to interpret the world empirically. An empirical approach should inform everything you do.
- ML: experience (>3 years) in developing machine learning applications
- Fluency: In modern data languages: Python, Matlab, Scala or a few others (we like R and Julia).
- Agile-minded: fan of TDD and agile methodologies
- Data wrangler: Passionate about data and the ability to use data to understand systems
- 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!
Bonus points for Sr. Machine Learning Engineer:
- Data visualization: matplotlib / seaborn, D3js, ggplot, plotly
- Google Cloud Platform: use of GCP to support ML systems
- SQL: be well skilled in SQL, and knowledge of partitioning
- Talking shop: around games of pool, and potentially other games that spontaneously erupt in the office
Perks and Benefits
- Competitive Salary
- Health / Dental / Vision
- Flexible Spending Account
- Commuter Benefits
- Unlimited Vacation / Paid Holidays
- Education / Tuition Assistance
- 401K / Match
- Generous Parental Leave
- 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.
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!
As a Lead Software engineer you will help Bombora process billions of content interactions daily to detect intent signals from companies around the world. We practice agile development, with over 30 applications created and supported internally. We are polyglot, primarily using C#, Java, and Python. Substantial portions of our workload are containerized or serverless, and we are continually evaluating and adopting new tools and practices.
You will….
- Design, implement, maintain and refactor full-stack applications.
- Develop libraries and workflows.
- Implement systems that run at scale on Google’s Cloud Dataflow, Kubernetes, and BigQuery platforms.
- Use test-driven development to deliver high-quality, high-performance solutions that are delivered in rapid iterations in an Agile environment.
You have…
- 10+ years of commercial software development experience developing in C# / SQL.
- Solid design principles and design patterns.
- Enjoy building microservices
Bonus points for:
- ASP.NET & ASP.NET Core
- Python
- Google BigQuery
- Cloud Dataflow (Apache Beam)
- Kubernetes
Perks and Benefits:
- Competitive Salary
- Health / Dental / Vision
- Flexible Spending Account
- Commuter Benefits
- Unlimited Vacation / Paid Holidays
- Education / Tuition Assistance
- 401K / Match
- Generous Parental Leave
- 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.
Time zone: (GMT-08:00) Pacific Time
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!
As a Data Engineer, you will join our Data Engineering team, working alongside our data scientists and machine learning engineers to support Bombora R&D’s mission to design, develop and maintain our world class B2B DaaS products, leveraging machine intelligence and web-content consumption data at-scale.
You Will….
- Create and refine bounded (batch) and unbounded (streaming) ETL and ML data pipelines that comprise our production systems
- Advance development and integration of our major analytics and ML codebases using modern and rigorous software engineering principles
- Develop applications, libraries and workflows with Python, Java, Apache Spark, Apache Beam, and Apache Airflow
- Design and implement systems that run at scale on Google’s Dataproc, Dataflow, Kubernetes Engine, Pub/Sub, and BigQuery platforms; and implement algorithms and machine learning operations, at-scale, using SciPy, PySpark, Spark Streaming, and MLBase libraries.
- Employ test-driven development, performance benchmarking, rapid release schedule, and continuous integration.
- Mentor and advance the development of your colleagues
- Participate in daily stand-ups, story planning, reviews, retrospectives, and the occasional outings to nearby local cuisine and / or culture.
You Have…
- 5+ years of real-world development experience and 2+ years of experience with cloud and/or big-data platform (GCP experience preferred).
- Language Fluency in Java / Python
- The ability to leverage data to understand systems.
- An understanding of how to have great impact with TDD and agile methodologies in software
- Creativity, pragmatism, curiosity, and a good sense of humor
- Working knowledge of: Algorithms/Data Structures/Design patterns, Functional Programming, Databases (relational and non-relational), Data Processing at scale, and Build and Release Toolchains
Perks and Benefits
- Competitive Salary
- Health / Dental / Vision
- Flexible Spending Account
- Commuter Benefits
- Unlimited Vacation / Paid Holidays
- Education / Tuition Assistance
- 401K / Match
- Generous Parental Leave
- 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.