Data Scientist
San Diego, California, United States
CCRi
CCRi takes on technically challenging projects that give our clients the informational leverage they need to attain new levels of speed, accuracy, and productivity.At GA-CCRi, our clients look to us to solve their hardest problems, and we have a long history of exceeding their expectations. With clients in both the private sector and the US government, we provide a variety of advanced analytical techniques, and we render our solutions in software that our clients can apply immediately.
The Role
You'll help create machine learning analytics that will be integrated into streaming data processing pipelines and appealing user interfaces that provide real-time situational awareness and expose advanced analytics to end users. As a data scientist, your technical responsibilities will include design, research, and development. You will also be expected to contribute to the data science culture and ecosystem at GA-CCRi through opportunities like design reviews and shared learning opportunities.
Who You Are
- Curious: You enjoy peeling apart a problem and examining the interrelationships between data and how they can be used to form a solution.
- Creative: You try new approaches to solving problems, looking for ways to apply techniques across domains and in new contexts.
- Practical: You explore theories with an eye to their real world applications and their potential for improving performance for clients.
- Collaborative: You work well on a team and can explain your work to your peers and source ideas and improvements from them.
- Determined: You enjoy the challenge of finding solutions to difficult problems, testing them to discover what is successful and what should be optimized further, to develop industry-leading tools. You learn from failure and trying again.
- Organized: You know how to keep track of both high-level goals and the tasks required to meet those goals. You take personal ownership of your team’s success.
Our Data Scientists have some combination of the following skills:
- Understanding of structure and theory of common machine learning models
- Familiarity with common machine learning libraries for implementation (sklearn, weka, tensorflow, torch, …)
- Proficiency in one or more of: Python, Scala, Java, R, Julia, Matlab
- Ability to understand and implement new models from the literature
- Experience with distributed analytics and processing (Spark, Hadoop, …)
- Experience with geospatial data and analytics
Requirements
- US citizenship required
- We DO NOT offer sponsorships or contracting work. This position is for Charlottesville only.
- Prior Work experience in a related field and/or a working portfolio that clearly demonstrates your abilities
Benefits
GA-CCRi maintains and deploys production systems that are in use by hundreds of analysts on a daily basis. We build and develop best-in-class air and maritime awareness capabilities, as well as image-based object recognition pipelines. Our systems process data from numerous streaming feeds where we fuse observations together to form the best possible live view of what’s where in the sky, in the sea, or on the ground. We perform additional in-stream analytics to determine not just where something is, but what it is, and what it’s doing. We also expose the streams and data history in our own user-facing browser-based application for visualization and analysis of this complex, high-volume data picture in a meaningful and performant manner. We always want to do more, and that’s where you come in!
Core values
GA-CCRi values being unique, collaborative, and diverse. These are reflected in our Core Values:
- Create Meaningful Solutions - Focus on the customer’s mission, Question the default, Always a better way
- Doing it Together - Inclusive culture, Collaboration, Play as a team
- Doing it Well - Challenge yourself, Commitment, Enthusiasm, Efficiency, Technical curiosity
- Idea Meritocracy - Ideas can come from anyone, Ideas have an advocate, Demonstrate value, Ideas compete and evolve
The job description above is not intended to be a comprehensive list. Responsibilities, activities, duties, and/or tasks may change or be assigned at any time.
GA-CCRi is committed to a diverse and inclusive workforce because we know that our differences benefit our employees, our customers, and our community. We are proud to be an Equal Employment Opportunity and Affirmative Action employer. We do not discriminate based upon race, color, religion, age, sex, sexual orientation, gender identity, national origin, status as a an individual with a disability, status as a protected veteran, or any other applicable legally protected characteristics.
GA-CCRi participates in E-Verify, the federal program for electronic verification of employment eligibility. Learn More at https://www.e-verify.gov/
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Hadoop Julia Machine Learning Matlab ML models Pipelines Python R Research Scala Scikit-learn Spark Streaming TensorFlow Testing Weka
Perks/benefits: Career development
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