Data-Driven Python Software Engineer - Pipelines & ML

BOAB Ventures; McLean (VA); On-site; USD 110,000 - 165,000; Full time

Benefits offered by this job

Flexible time off

Full medical coverage

401(k) with company match

Referral bonuses

Performance bonuses

Life insurance

Tuition and training reimbursement

Job summary

BOAB Ventures in McLean, VA, is seeking a Software Developer to design, build, and maintain scalable data-driven applications, analytics systems, and production pipelines, enabling data-informed decisions.

You will translate business needs into technical requirements, develop Python-based solutions, construct data pipelines supporting SQL/NoSQL stores, implement CI/CD with GitHub and Jenkins, and collaborate across teams in a distributed, Agile environment.

Qualifications

• Proficient in Python and OO design.
• Experience with data modeling and analytics projects.
• Experience building data pipelines with SQL and NoSQL.
• Experience participating in data modeling and analytics project teams.
• Experience translating business requirements into technical solutions.
• Experience building and maintaining CI/CD pipelines using Git/GitHub and Jenkins.
• Experience performing data extraction, transformation, and large-scale data processing.
• Experience applying statistical, mathematical, and analytical techniques to real-world problems.
• Experience working with distributed systems or distributed computation environments.
• Experience with cloud platforms such as AWS or Azure.

Responsibilities

• Participate in data modeling and analytics engineering teams to design scalable data-driven solutions
• Translate business needs into technical requirements, system designs, and implementation plans
• Design, build, and optimize data pipelines and analytics systems supporting production workloads
• Develop and maintain software solutions using Python (object-oriented programming)
• Build and maintain CI/CD pipelines using Git/GitHub and Jenkins
• Develop and optimize data extraction, transformation, parsing, and storage workflows
• Design and implement logical data architectures supporting SQL and NoSQL systems
• Clean, structure, and prepare datasets for use in machine learning and statistical analysis
• Apply mathematical, statistical, and analytical methods to solve complex data problems
• Develop and test models using structured experimentation and the scientific method (hypothesis → test → evaluate)
• Tie model and system testing to quantitative performance metrics and KPIs
• Develop custom database scripts, queries, and data interfaces
• Build and maintain APIs and data services supporting internal and external applications
• Implement automated testing, configuration management, and deployment workflows
• Support cloud-based systems and deployments using AWS or Azure environments
• Work with distributed computing systems and optimize performance using parallel processing techniques
• Develop automation tools, including CLI-based utilities for non-technical users
• Use issue tracking and collaboration tools such as Jira and Confluence

Skills

Python (OO)

Pandas/Scikit-learn

Data pipelines

SQL/NoSQL

CI/CD (GitHub, Jenkins)

AWS/Azure

Distributed systems

Data modeling

API development

Agile development

Tools

Git/GitHub

Jenkins

Jira

Confluence

AWS

Azure

Docker

Job description

BOAB Ventures in McLean, VA, is seeking a Software Developer to design, build, and maintain scalable data-driven applications, analytics systems, and production pipelines, enabling data-informed decisions.

You will translate business needs into technical requirements, develop Python-based solutions, construct data pipelines supporting SQL/NoSQL stores, implement CI/CD with GitHub and Jenkins, and collaborate across teams in a distributed, Agile environment.