Graph Data Scientist — Lead Large-Scale Graph ML

Amida Technology Solutions; Washington (District of Columbia); Hybrid; USD 120,000 - 160,000; Full time

Benefits offered by this job

401(k) match with immediate vesting

4 weeks of PTO

Paid parental leave

Medical insurance

Dental insurance

Vision insurance

Life/AD&D insurance

Short-term disability

Tuition/training assistance

Team-building opportunities

Job summary

Amida Technology Solutions, a DC-based tech company, seeks a Graph Data Scientist to advance graph algorithms and data-management designs across client engagements and internal research.

The role reports to the Director of Solutions and focuses on transforming data into actionable insights for public agencies, nonprofits, and private companies. Hybrid work is required in our DC office.

Qualifications

• 5+ years of recent professional experience in graph machine learning.
• 3+ years of experience developing graph algorithms and data structures, including heterogeneous graphs.
• 3+ years leading research initiatives.
• U.S. citizen or green card holder due to customer requirements.

Responsibilities

• Serve as the company's expert in graph data modeling, including schema development and tradeoff data connectivity with retrieval/query performance.
• Design, implement, and optimize graph algorithms and data structures for applications in decision support, classification.
• Supervise, help create, and implement algorithms for encoding and embedding, clustering, outlier detection, community detection, and dimensionality reduction.
• Build distributed training pipelines that can handle large graphs (100 M+ graph elements).
• Design and write queries and stored procedures for data loading, migration from existing databases, and retrieval.
• Interface with customers and internal resources to ensure alignment of expectations and objective progress towards the application of graphs in advanced analytical systems.
• Author white papers, technical documentation, and patents and present at conferences.
• Mentor and train data scientists on graph theory, graph analytics, and graph-based solution architectures.
• Other duties as assigned

Skills

Data modeling

Schema design

Database optimization

Performance monitoring

Education

Master's degree in CS/Math/Engineering

Tools

PyTorch Geometric

DGL

GDS (Graph Data Science)

Azure Databricks

Apache Spark

Job description

Amida Technology Solutions, a DC-based tech company, seeks a Graph Data Scientist to advance graph algorithms and data-management designs across client engagements and internal research.

The role reports to the Director of Solutions and focuses on transforming data into actionable insights for public agencies, nonprofits, and private companies. Hybrid work is required in our DC office.