Data Scientist

Bytoa; Columbia (MD); On-site; USD 225,000 - 255,000; Full time

Job summary

Bytoa is seeking a Data Scientist specialized in graph analysis and algorithms to join a collaborative team building a new graph analysis platform. You will design, model, and optimize complex graph structures and craft performant queries while working with mission analysts to address needs with data models and graphing solutions.

You will develop data parsers in Python for ingestion pipelines, document data models, and collaborate with analysts and developers to deliver robust graph-based

Qualifications

• Experience or interest in graph databases, such as Neo4j, with a willingness to learn specific tools like Cypher.
• Strong Python programming skills, specifically for writing and maintaining data parsing scripts.
• Proven ability to translate customer requirements into implementable data-driven solutions.
• Excellent communication and interpersonal skills for effective collaboration with diverse stakeholders.
• Strong analytical thinking and problem-solving abilities.

Responsibilities

• Develop and refine graph data models to accommodate new data sources and fulfill customer-driven feature requests.
• Design and optimize graph queries, with an expectation to learn and utilize Cypher for Neo4j.
• Build and maintain data parsers in Python, ensuring reliable data ingestion.
• Validate and analyze mission data to confirm accuracy, integrity, and optimal performance.
• Collaborate closely with analysts to understand and translate analytical requirements into practical graph-based solutions.
• Work alongside software developers to integrate efficient queries and data parsers into robust software components.
• Maintain clear, comprehensive documentation of graph schemas, data models, and related processes using tools such as Confluence.
• Engage directly with customers to understand operational challenges and propose effective technical solutions.

Skills

Graph databases

Python programming

Translate customer requirements

Communication skills

Analytical thinking

Education

Bachelor's degree in a technical discipline

Tools

Cypher

Docker

Kubernetes

Confluence

Job description

Bytoa is seeking a Data Scientist specializing inin graph analysis and algorithms. You will join a collaborative team building an entirely new graph analysis platform that, for the first time, will allow our mission customers to visualize, analyze, and traverse their expansive and complex mission data in graph format and in near-real-time. Your responsibilities will center around enhancing our graph data capabilities—designing, modeling, and optimizing complex graph structures and crafting performant database queries. While familiarity with Neo4j and its query language, Cypher, is beneficial, we welcome candidates with broader graph analysis experience who are eager to deepen their expertise. You may also develop and maintain data parsers using Python to support our ingestion pipelines and maintain comprehensive documentation of data models. Finally, you will work directly with mission analysts and operators to listen to their needs and address them through novel data models and graphing solutions.

Salary range:$225,000 - $255,000
Disclaimer:
Salary for this position, along with additional compensation options, will be determined on an individual basis following the interview process, considering various factors such as years of experience, skills, education/certifications, contract specifications, market conditions, etc.

Responsibilities:

• Develop and refine graph data models to accommodate new data sources and fulfill customer-driven feature requests.
• Design and optimize graph queries, with an expectation to learn and utilize Cypher for Neo4j.
• Build and maintain data parsers in Python, ensuring reliable data ingestion.
• Validate and analyze mission data to confirm accuracy, integrity, and optimal performance.
• Collaborate closely with analysts to understand and translate analytical requirements into practical graph-based solutions.
• Work alongside software developers to integrate efficient queries and data parsers into robust software components.
• Maintain clear, comprehensive documentation of graph schemas, data models, and related processes using tools such as Confluence.
• Engage directly with customers to understand operational challenges and propose effective technical solutions.

Skills Requirements:

• Experience or interest in graph databases, such as Neo4j, with a willingness to learn specific tools like Cypher.
• Strong Python programming skills, specifically for writing and maintaining data parsing scripts.
• Proven ability to translate customer requirements into implementable data-driven solutions.
• Excellent communication and interpersonal skills for effective collaboration with diverse stakeholders.
• Strong analytical thinking and problem-solving abilities.

Nice to Haves:

• Previous experience with Neo4j or other graph databases.
• Knowledge of TCP/IP networking concepts.
• Understanding of graph theory and algorithms.
• Familiarity with real-time data processing or streaming analytics.
• Experience with containerization technologies (Docker, Kubernetes).
• Understanding of ETL processes for large, complex datasets.
• Familiarity with SIGINT collection and analysis systems or similar mission environments.

Experience Requirement:

8 yrs. with a B.S. in a technical discipline or 4 additional yrs. in place of B.S.

Clearance Requirement:

Active TS/SCI with a polygraph