Summary:
Allyon, Inc. is an established IT and Healthcare Services firm and we love what we do! It makes our day when we are able help talented individuals achieve their career goals while at the same time helping our clients build quality teams. If you are interested in joining the Allyon Team, please apply or submit your resume for review today!
Job Title:
Data Scientist
Location:
Washington, DC
Duties & Responsibilities:
• Apply data mining techniques.
• Do statistical analysis and build high quality prediction systems integrated with products.
• Comfortable programming in Python, R and other languages.
• Building ETL pipelines for ingesting and conforming data for further analysis (e.g., AWS Glue, Pentaho, etc.)
• Automate classification of text using machine learning techniques.
Minimum Requirements:
• Fluent with cloud-based data science tools (AWS Bedrock, SageMaker, QuickSight; Azure OpenAI Studio, etc.)
• Building automated data classification systems.
• Experienced with database architectures and structures including SQL, NoSQL, and vector databases.
• Master's degree in Computer Science, Engineering, or a related technical field.
• Minimum of 5+ years of related experience required.
• Experience building text classifiers that label unstructured text into predefined categories using Relevance Vector Machines, decision trees, linear regression, Naïve Bayes classifiers, Named Entity Recognition, and related supervised learning techniques;
• Custom software development for Machine Learning in Python using common libraries such as NumPy, Scikit-learn, PyTorch, TensorFlow, Pandas, and SQLAlchemy;
• Experience with automated and manual text data annotation using tools such as SageMaker Ground Truth, Prodi.gy, SuperAnnotate, Doccano, and custom software solutions;
• Expertise with building Extract, Transform, Load (ETL) pipelines for machine learning using custom Python code and enterprise ETL tools such as Pentaho, AWS Glue, Hadoop, and Apache Airflow;
• Extensive knowledge of the agencies, programs, and overall organization of the U.S. federal government;
What we offer:
• Competitive pay and benefits
• 401k eligibility after 6 months including company match
Allyon, Inc. is an equal employment opportunities (EEO) employer and terms of employment are without regard to race, color, religion, sex, national origin, age, disability or genetics. Allyon, Inc. complies with applicable state and local laws governing nondiscrimination in employment. This policy applies to all terms and conditions of employment.
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