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Data Scientist (2023-0136) Jobs
Company | Acclaim Technical Services |
Address | Reston, VA, United States |
Employment type | FULL_TIME |
Salary | |
Category | Internet Publishing |
Expires | 2023-08-19 |
Posted at | 9 months ago |
Acclaim Technical Services, founded in 2000, is a leading language, operations, and technology services company supporting a wide range of U.S. Federal agencies. We are an Employee Stock Ownership Plan (ESOP) company, which is uncommon within our business sector. We see this as a significant strength, and it shows: ATS is consistently ranked as a top workplace among DC area firms and continues to grow. We are actively hiring a Data Scientist to support the U.S. Government working in the Washington Metropolitan Area.
- Applied Math, Economics, Physics, Statistics, Data Science, Chemistry, Computer Science, Data Analytics, Electrical or Computer Engineering, Quantitative Science (e.g.Bioinformatics, Computational Social Science)
- Exploratory Data Analysis and Visualization — Candidates should display an ability to explore and ask questions of data through descriptive statistics and visualization
- Intermediate: Demonstrate substantial experience in at least two abilities:
- Computational skills or Software Engineering — Candidate can describe complex, reusable software they built, the development process they can articulate the role of computational methods in the application of data science.
- Computer vision — Candidate should understand topics like object detection, segmentation and classification and identify a range of applications
- Entry Level: Demonstrate aptitude in at least two abilities:
- Data or Systems Engineering — Candidate can describe a variety of database types, data workflow tools, explain relational/non-relational databases, data models and ETL design
- Statistics — Candidate should demonstrate understanding of statistical concepts including hypothesis testing, statistical learning (regression, decision trees, and classification), descriptive statistics, time series analysis, and Bayesian analysis
- Simulation and Modeling — Candidate should demonstrate an understanding of statistics and knowledge such as Bayesian modeling, causal inference, agent-based modeling or physics-based simulations
- Full Performance: Demonstrate mastery in at least one ability and substantial experience with at least one other ability
- Natural Language Processing (NLP) - Candidate should understand concepts including working with Unicode, tokenization, lemmatization, term frequencies, stop words, and topic modeling
- Artificial Intelligence and Machine Learning
- Graph Analytics — Candidate should understand basic data structures (directed, undirected, nodes, edges). They should understand basic graph algorithms, like centrality and shortest path, and application of graph databases
- Experience with cloud computing like AWS or Google Cloud
- Experience with computer programming, especially Python
- Firm understanding of mathematics and/or statistics
- Experience with parallelization and multiprocessing techniques
- Experience working with data rich problems through research or programs
- Advanced Degree in a data science or data science equivalent
- Experience with visualization or User interface (UI)
- Ability to meet the minimum requirements for joining the U.S. Government, including US Citizenship and a background investigation
- Willigness to travel
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