BIG Language Solutions Tech Stack

AI-powered translation and interpretation platform for regulated industries

Translation and Localization Atlanta, Georgia 501–1,000 employees Founded 2019 Privately Held

BIG Language Solutions operates a hybrid human-AI translation and interpretation service built on a modern ML stack—PyTorch, TensorFlow, Hugging Face, MLflow, and cloud infrastructure across AWS, Azure, and GCP. The company is actively building LLM evaluation pipelines, RAG systems for translation, and fine-tuning workflows, while adopting SageMaker and Kubeflow. This signals a shift from purely human-driven services toward AI-assisted workflows, supported by engineering and ML infrastructure hiring focused on model deployment and pipeline reliability.

Tech Stack 142 technologies

Core StackPython PyTorch TensorFlow MLflow Weights & Biases Docker Kubernetes FastAPI Java Go Node.js AWS SQL Server MySQL PostgreSQL Oracle AWS RDS MemoQ Sage Intacct Microsoft Office Hugging Face Transformers Triton Inference Server vLLM Qwen DeepSeek LLaMA Azure GCP Azure SQL Database GCP Cloud SQL+109 more

AdoptingRAG Helm Kubeflow MLflow SageMaker GitOps Azure Machine Learning

What BIG Language Solutions Is Building

◆Challenges

System reliability
Delays in background check processing
Meeting client style guide compliance
Technical debt management
Migrating legacy telephony to cloud
Ensuring compliance with telecom regulations
Reducing call quality issues
Process re-engineering
Service optimization
Enterprise ai adoption

▲Active Projects

Pharmaceutical & medical instruments translation project
Llm evaluation pipelines
Rag pipelines for translation
Simultaneous interpretation platform
Leadership programs
E-learning development
Competency mapping
Data consolidation integration
Major on-site conference
Fine-tuning llms for translation

Hiring Activity

Accelerating65 roles · 40 in 30d

Department

Support

Engineering

Ops

Healthcare

Finance

Design

Seniority

Mid

Senior

Junior

Director

Lead

Manager

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About BIG Language Solutions

BIG Language Solutions provides translation, interpretation, and localization services for healthcare, government, and financial services organizations. The company handles complex, regulated translation work—including specialized services like Braille, large print, and healthcare-specific terminology—alongside real-time interpretation (including over-the-phone). Founded in 2019 and headquartered in Atlanta, the company operates with a 501–1,000-person workforce distributed across the US, India, Bulgaria, Mexico, China, and the Netherlands. The service model combines expert human linguists with emerging AI tooling to address client constraints around cost predictability, interpreter availability, and regulatory compliance.

HeadquartersAtlanta, Georgia

Company Size501–1,000 employees

Founded2019

Hiring MarketsIndia, United States, Bulgaria, Mexico, China, Netherlands

Frequently Asked Questions

What tech stack does BIG Language Solutions use?

Python, PyTorch, TensorFlow, Hugging Face Transformers, MLflow, Docker, Kubernetes on AWS/Azure/GCP. Database layer runs SQL Server, MySQL, PostgreSQL, and Oracle. Enterprise tools include MemoQ (translation management) and Sage Intacct (finance).

What is BIG Language Solutions working on?

LLM fine-tuning for translation, RAG pipelines, LLM evaluation frameworks, and a simultaneous interpretation platform. Also migrating legacy telephony to cloud and addressing system reliability and call quality issues.