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Data Scientist
3 months ago
Responsible for innovative solutions driven by exploratory data analysis from complex and high-dimensional datasets. Apply knowledge of
statistics, machine learning, programming, data modeling, simulation, and advanced mathematics to recognize patterns, identify opportunities, pose business questions, and make valuable discoveries leading to prototype development and product improvement. Use a flexible, analytical approach to design, develop, and evaluate predictive models and advanced algorithms that lead to optimal value extraction from the data. Generate and test hypotheses and analyze and interpret the results of product experiments. Work with product engineers and/or practitioners to translate concepts and prototypes into new products, services, and features and provide guidelines for small and large-scale implementation.
You'll Bring These Qualifications:
5+ years of experience in data science University Degree (BA/BS) in Computer Science, Statistics, Mathematics or related Engineering discipline Knowledge and practical experience using a variety of machine learning techniques, for example: linear regression, logistic regression, neural networks, support vector machines, anomaly detection, natural language processing, clustering and classification algorithms Experience with Python and modern deep learning frameworks, such as Keras, TensorFlow, pyTorch, caffe Strong written and verbal communication skills Highly proficient in python Autonomous, independent researcher Flexible, resourceful, and able to learn general full-stack development skills Understand the Software development life cycle (including front and back end) An understanding containerization tools like Docker and orchestration platforms like Kubernetes for deploying and managing AI applications Able and willing to learn new skills quickly General NLP or LLM related experience (e.g. LLM prompting, LangChain, etc). Strong communication skills and able to help plan/guide small teamDesired:
Web service networking, REST API’s, knowledgeable in SSL based authentication. Experience with JWICS data source API’s Experience with Knowledge Graphs Willingness to gain a Top Secret or TS-SCI clearance with polygraph Proficiency with JavaScript and common frontend frameworks such as Angular and React Backend development experience with common languages like Python, Java, Node.JS, C++, GO, Rust, etc.These Qualifications Would be Nice to Have:
Understanding of AI/ML concepts Experience with deployment/scaling of machine learning models Experience integrating multiple applications Experience with development in microservice based architectures Experience developing and implementing software enhancements to mission systems in various Government agencies Experience building scalable solutions to mission problems AWS API experience AWS Certification (Developer, DevOps and/or, Architect, etc.) Security+ CertificationEducation:
Bachelor's degree or equivalent experience
Clearance:
Top Secret or Top-Secret SCI clearance and a polygraph preferred but not required
What We Can Offer You:
Our employees value the flexibility at CACI that allows them to balance quality work and their personal lives We offer competitive benefits and learning and development opportunities We are mission-oriented and ever vigilant in aligning our solutions with the nation's highest priorities For over 60 years, the principles of CACI's unique, character-based culture have been the driving force behind our success