DATA SCIENTIST/MACHINE LEARNING ENGINEER
Indexed description
Job Responsibilities Include
- Embracing our start-up culture and vision to grow, learn, and build an authentic close-knit community
- Take ownership of an Agile-backed software development lifecycle in order to meet customer-defined technical requirements
- Research, develop, and implement models and algorithms for data analysis and curation
- Direct aspects of technical solutions reliant on data science/machine learning through implementation, testing, and delivery
- Work as part of a larger family of technical contributors and collaborate across team members, mission partners, and end customers
- Provide thought leadership within this domain for solution ideation and technical whiteboarding
- Proficiency in data mining techniques and statistical analysis
- Proficiency in feature engineering and model development/implementation
- Proficiency in software/scripting languages, such as Java, Python, Scala, etc.
- Proficiency in ML frameworks, such as TensorFlow, PyTorch, etc.
- Experience in Linux environments (CentOS, Ubuntu)
- Experience in analysis over large data sets, both structured and unstructured
- Familiarity with technical ICDs and general data transformation
- Open datasets and synthetic data generation
- Processing frameworks, such as Spark, Hadoop, etc.
- Deploying and using models in a production environment
- Scalable processing techniques and performance considerations (e.g. HPC, CUDA)
- Azure/AWS configuration and deployment of services
- Presenting information using data visualization techniques
- Technical writing and documentation
- Excellent written and verbal communication skills to interface effectively across project/customer echelons
- Bachelor’s or master’s degree in a relevant field such as software engineering, applied mathematics, computer science, or other relevant data-driven area, or demonstrably equivalent work experience
- US Citizenship
- Eligibility to obtain and maintain a security clearance
- DoD Top Secret clearance with eligibility for SCI access
- Prior experience or interaction with the US DoD or other government agency
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.
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