Scikit Learn Jobs in Web3

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