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Software Engineer (AI / Data Platform) – Contract/Remote

Role overview

Qualifications

  • Strong backend experience with Python (FastAPI or similar)
  • Solid knowledge of SQL (Postgres/MySQL) and data modeling
  • Experience building and maintaining production-grade APIs
  • Hands-on experience with AWS (EC2, RDS, or similar services)

Responsibilities

  • Build and scale an AI-powered stock research assistant that processes SEC filings and financial data in real time
  • Design and maintain data pipelines for ingesting and transforming large-scale financial datasets
  • Develop backend systems and APIs powering search, analytics, and AI workflows
  • Implement and optimize semantic search systems using embeddings and vector databases

About the company

RedChip Companies logo

RedChip Companies

Company details

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Job description

About the Role

We are building an AI-powered financial research platform focused on real-time insights from SEC filings, market data, and sector intelligence across mining, industrials, and beyond.

Our platform combines large-scale data pipelines, search infrastructure, and LLM-driven workflows to power an AI stock research assistant, internal analytics systems, and investor-facing tools.

We’re looking for a strong engineer who can own systems end-to-end from data ingestion to APIs to production deployment and help scale a live platform.

You’ll work directly with a high-impact team, with real ownership and the ability to influence technical direction.


What You’ll Do

  • Build and scale an AI-powered stock research assistant that processes SEC filings and financial data in real time
  • Design and maintain data pipelines for ingesting and transforming large-scale financial datasets (EDGAR, market data, etc.)
  • Develop backend systems and APIs powering search, analytics, and AI workflows
  • Implement and optimize semantic search systems using embeddings and vector databases
  • Build internal tools and dashboards for analytics, content performance, and investor insights
  • Improve performance, reliability, and scalability across production systems
  • Take ownership of features from design to implementation, deployment, monitoring.


Required Skills

  • Strong backend experience with Python (FastAPI or similar)
  • Solid knowledge of SQL (Postgres/MySQL) and data modeling
  • Experience building and maintaining production-grade APIs
  • Hands-on experience with AWS (EC2, RDS, or similar services)
  • Experience with data pipelines / ETL systems
  • Good understanding of system design and scalable architectures
  • Familiarity with vector databases (pgvector, Pinecone, Weaviate, etc.)
  • Experience with LLM-based systems or AI applications
  • Knowledge of Docker, CI/CD, or cloud deployments


Nice to Have

  • Exposure to financial data / SEC filings (EDGAR), metals and mining data 
  • Experience building analytics dashboards or internal tools


What We Look For

  • Strong ownership mindset 
  • Ability to debug and solve problems independently
  • Clean, maintainable, production-quality code
  • Comfort working in a fast-moving, unstructured environment
  • Clear communication in a remote team

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MR

Marcus Rivera

Chief Revenue Officer

m.rivera@company.com
linkedin.com/in/marcusrivera
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