SparkCognition Government Systems (SGS) ยท 4 days ago
Sr Data Scientist
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Insider Connection @SparkCognition Government Systems (SGS)
Responsibilities
Building models to solve specific problems
Processing, cleansing, and verifying the integrity of data used for analysis
Feature engineering using various techniques for the enhancement of data
Performing feature selection on original and generated data
Using machine learning tools to develop and train models
Performing efficacy testing of the models
Building automated tools that enable the data scientist to more effectively perform tasks such as data cleaning, feature generation, feature selection, or model building
Performing ad-hoc analysis and presenting results in a clear manner
Working with a team to help solve new, never-before-solved challenges across multiple industries
Presenting concepts and findings to non-technical audiences, such as company leadership or customers
Qualification
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Required
US Citizenship
Understanding and experience using machine learning techniques and algorithms, including but not limited to: transformers, clustering, tree-based methods, neural networks, anomaly detection and more
Hands-on experience with data wrangling, feature engineering, model building, evaluation, and visualization.
Fluency in Python programming and related machine learning tools (such as NumPy, Pandas, scikit-learn, NLTK, and SpaCy), deep learning frameworks (such as PyTorch), and SQL-like query languages
Good applied statistics skills, such as distributions, statistical testing, etc.
Experience with both graph and vector databases. ArangoDB and Elastic or similar
Familiarity with advanced NLP methods, such as large language models (LLMs), retrieval augmented generation (RAG), fine-tuning or domain-adaptation of NLP models using pre-trained LLMs (such as Hugging Face).
Familiarity with document parsing techniques and optical character recognition tools (Tesseract).
Graduate degree (or equivalent industry experience), in Computer Science, Statistics, Physics, Mathematics, Neuroscience, Linguistics, Electrical Engineering, Economics, or a related scientific discipline
Company
SparkCognition Government Systems (SGS)
SparkCognition Government Systems (SGS), a wholly owned subsidiary of SparkCognition, is the first full-spectrum artificial intelligence (AI) company devoted entirely to government and national defense.
Funding
Current Stage
Growth StageRecent News
Company data provided by crunchbase