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Principal Python Engineer – Core Search Platform at Ontrac Solutions

Roles & Responsibilities

  • 10+ years of Python engineering in production
  • Understands CPython internals and performance trade-offs
  • Has optimized systems around GIL, async I/O, multiprocessing
  • Has architected distributed systems end-to-end with architectural ownership

Requirements:

  • Architect low-latency Python services powering the core search platform
  • Optimize indexing and ranking pipelines to improve query response times at scale
  • Design concurrency strategies for performance-critical systems and influence system-wide architectural decisions
  • Mentor senior engineers and elevate technical standards across the organization

Job description

Innovate. Create. Elevate.

At Ontrac Solutions, we partner with elite engineering organizations to build systems that operate at planetary scale.

Our client, a founding search company, is evolving the foundation of its core search platform — and we are looking for a Principal Python Engineer who does not just use Python… but understands it at its core execution model.

This is not a feature role.
This is not application engineering.
This is infrastructure that shapes user experience at massive scale.

The Mandate

Design and optimize the Python systems that power:

  • Global indexing pipelines
  • Real-time search services
  • Ranking and relevance models
  • High-QPS distributed APIs
  • ML-integrated search architecture

You will operate where performance, scale, and precision intersect.

The Environment You’ll Influence

You’ll work alongside teams leveraging:

  • Apache Lucene
  • Elasticsearch
  • Apache Solr
  • Apache Kafka
  • Hadoop
  • TensorFlow
  • PyTorch

This is distributed systems engineering at scale.
Latency matters. Throughput matters. Architecture matters.

Experience

  • Has 10+ years of Python engineering in production
  • Understands CPython internals and performance trade-offs
  • Has optimized systems around GIL, async I/O, multiprocessing
  • Has built high-throughput services serving millions of users
  • Has architected distributed systems end-to-end
  • Can debug performance issues at memory and execution level
  • Has operated at Staff or Principal level with architectural ownership

You don’t just ship code.
You design systems that scale.

What You’ll Actually Do

  • Architect low-latency Python services supporting core search
  • Optimize indexing and ranking pipelines
  • Improve query response times at scale
  • Design concurrency strategies for performance-critical systems
  • Influence system-level architectural decisions
  • Mentor senior engineers and elevate technical standards
  • Bridge ML-driven ranking systems with production-grade infrastructure

The Impact

Your work will:

  • Directly influence millions of search queries
  • Reduce latency across global systems
  • Increase relevance accuracy
  • Improve infrastructure resiliency
  • Shape the evolution of Yahoo’s search architecture

This is high-visibility, high-impact engineering.

What Makes This Opportunity Different

Through Ontrac Solutions, you’re not just stepping into a contract role.
You’re joining a performance-driven engineering ecosystem.

We operate with:

  • Enterprise precision
  • Architectural rigor
  • Clear executive alignment
  • Outcome-driven delivery

We partner with organizations where technical excellence is not optional — it’s foundational.

Ideal Background

You may have:

  • Built large-scale search platforms
  • Worked on marketplace or ad-tech systems
  • Led distributed systems architecture
  • Contributed to open-source Python libraries
  • Operated in environments where uptime > 99.9% is mandatory

Experience in relevance engineering, information retrieval theory, or ML-driven search pipelines is highly valued.

Why This Role Is Elite

This is not CRUD engineering.
This is not startup experimentation.
This is not maintenance work.

This is:

  • Distributed systems at scale
  • Performance-critical Python engineering
  • Search infrastructure modernization
  • Architecture with real global impact

About Ontrac Solutions

Ontrac Solutions partners with enterprise platforms and high-growth organizations to deliver Cloud, AI, and Digital Product Engineering at scale.

We operate at the intersection of:

  • Control
  • Clarity
  • Velocity
  • Institutional Trust

If you are a Principal engineer who thrives in performance-critical environments and wants to build infrastructure that matters — we should talk.

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