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Bright Vision Technologies

Bright Vision Technologies

AI-powered talent intelligence and automation platform

ML Systems Engineer

Full-TimePosted on 9/17/2026
$145k - $165k/yr
Senior
Bachelor's, Master's
Remote in USA
Remote
No H1B Sponsorship

About the job

Requirements
  • A Bachelor's or Master's degree in Computer Science or a related field is required.
  • At least six years of experience in distributed systems, infrastructure, or machine learning platform engineering is required.
  • Strong proficiency in Python and a systems language such as Go, Rust, or C++ is required.
  • Deep experience operating high-throughput, low-latency services in production is required.
  • Hands-on experience with large language model or large model inference frameworks such as vLLM or TensorRT-LLM is required.
  • Strong understanding of GPU architecture, memory hierarchies, and accelerator utilization is required.
  • Familiarity with Kubernetes, autoscaling, and modern cloud platforms is required.
  • Experience with observability stacks, including metrics, tracing, and structured logging, is required.
  • A solid grounding in performance engineering and capacity planning is required.
  • Strong communication and incident response skills are required.
Responsibilities
  • Design, build, and operate high-performance, highly reliable inference platforms for serving large machine learning models in production.
  • Engineer request routing, batching, caching, autoscaling, GPU utilization, and end-to-end observability across diverse model workloads.
  • Apply distributed systems and performance engineering expertise to operate machine learning serving systems at scale.
  • Balance latency, throughput, cost, and quality in machine learning serving.
Desired Qualifications
  • Open-source contributions to model serving infrastructure are preferred.
  • Experience with multi-region or globally distributed artificial intelligence serving is preferred.
  • Familiarity with model quantization, distillation, and compression techniques is preferred.
  • Exposure to FinOps for artificial intelligence workloads and cost-efficient serving design is preferred.
  • Experience supporting external-facing artificial intelligence application programming interfaces at scale is preferred.

About the company

Bright Vision Technologies

Bright Vision Technologies

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Bright Vision Technologies offers Lumina, an AI-powered platform for talent intelligence and enterprise automation, along with consulting and staffing services. Lumina analyzes unstructured data with generative AI, Large Language Models orchestrated via LangChain, and Retrieval-Augmented Generation to support sourcing and screening candidates, integrated with CRM, ERP, and HRMS on a cloud-native microservices architecture across AWS, Azure, and Google Cloud. The company differentiates itself by combining a sophisticated AI product with hands-on consulting and staffing expertise, plus its minority-owned status and a dual model that helps clients implement technology and solve broader business challenges. Its goal is to streamline and automate complex workflows in IT talent acquisition and management to enable digital transformation and efficient enterprise operations.

Company Size

51-200

Company Stage

N/A

Total Funding

N/A

Headquarters

N/A

Founded

2020

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Simplify's Take

What believers are saying

  • April 2026 LinkedIn launch signals active product commercialization and go-to-market acceleration.
  • August 2026 site updates show hiring across Bridgewater, Princeton, and Chennai.
  • The company’s minority-owned status and U.S.-India footprint strengthen enterprise procurement positioning.

What critics are saying

  • No disclosed funding, customers, or revenue makes Lumina's traction impossible to verify.
  • The June 2026 pivot from staffing to product risks channel conflict and execution drag.
  • Enterprise AI recruiting faces entrenched rivals like Workday, LinkedIn, and Eightfold by 2027.

What makes Bright Vision Technologies unique

  • April 2026 launch of Lumina combines talent intelligence, automation, and hybrid cloud.
  • Lumina integrates RAG, LLM orchestration, semantic matching, and blockchain credential verification.
  • Bright Vision serves staffing and consulting clients, enabling implementation alongside the product.

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Benefits

Remote Work Options