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evolve24
$105k - $111k estimated
This job is closed
TITLE: Data Analyst
LOCATION: Herndon, VA (Hybrid)
Responsibilities
- Collects and maintains data from operational systems and databases, use statistical methods and analytics tools to interpret the data, and prepare dashboards and reports for users.
- Experienced in data analysis, reporting (i.e., tableau), and data visualization
- Work across a wide range of data engineering tasks - data extraction, data cleansing/processing, feature engineering, data integrity analysis, maintaining datasets, etc.
- Work with internal and external APIs (e.g. Twitter, YouGov, etc.,) to push or pull data
- Prototype, architect, and build tools (web applications, software systems) to automate and/or scale processes
- Develop solutions and build prototypes to problems using algorithms or models based on machine learning, statistics, and optimization, and work with engineering to productionize those algorithms
- Conceptualize and create datasets from raw data to be used for analysis and/or model building
- Communicate findings to stakeholders to drive business and marketing decisions
- Write documentation of tools, methods, and datasets
Qualifications
- Degree in Computer Science, Physics, Machine Learning, Math, Bioinformatics, Engineering, or equivalent technical field
- 3+ years of work experience in data science, machine learning, data engineering, or analytics roles
- Proficiency in working with SQL and/or NoSQL database technologies
- Proficiency in Python (or R/Julia/Java)
- Working knowledge of algorithms and data structures
- Proficiency with toolkits such as NumPy, SciPy, Pandas, Scikit-learn
- Knowledge of underlying mathematical foundations of statistics, machine learning, optimization, and analytics
- Strong analytical and problem-solving skills, including the ability to apply quantitative analysis techniques to real-world business problems
- Experience with version control systems such as Git
- Ability to design and analyze incrementality experiments (AB test, etc)
- Familiarity with machine learning techniques and algorithms (k-NN, SVM, DT, etc.)
- Crypto experience is a plus
Applicants selected may be subjected to a government background investigation and may be required to meet the following conditions of employment:
- A Favorable credit check for all cleared positions
- Must be a U.S. Citizen
- Successfully passing a background investigation