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Provectus Tech Stack

AI systems integrator delivering ML/LLM solutions to production at scale

IT Services and IT Consulting San Francisco, California 201–500 employees Founded 2010 Privately Held

Provectus is an outcomes-focused AI professional services firm built around deep technical implementation rather than pure consulting. The tech stack—AWS SageMaker, Bedrock, Hugging Face, OpenAI, Anthropic, plus MLOps infrastructure (Spark, Great Expectations, RAG)—reflects a company executing generative AI and ML deployment, not just advising on it. Active hiring across engineering (138 roles), sales (60), and data (22) with heavy senior/lead weighting signals aggressive scaling of delivery capacity and client-facing ML expertise.

Tech Stack 110 technologies

Core StackAWS SageMaker AWS Lambda Hugging Face OpenAI Anthropic Python TensorFlow PyTorch Docker Amazon SageMaker Apache Spark Great Expectations RAG Trino Bedrock AWS ECS AWS ECR GCP AWS SQS Dask AWS Bedrock AWS EMR Amazon EMR GPT-4 Claude Llama Gemini Azure AWS Athena+76 more

AdoptingRAG Hugging Face OpenAI Anthropic

What Provectus Is Building

◆Challenges

Cloud data platform migration
Security and compliance in cloud infrastructure
Performance and scalability
Cost-efficiency in aws
Scaling ai initiatives organization-wide
Adopting the right ai use cases
Complex sales cycles
Data lakehouse implementation
Closing complex deals
Building ml infrastructure

▲Active Projects

Generative ai proof of concept
Scalable ml solution architecture on aws
Data governance and quality processes
Cloud-based data and ml architecture implementation
Data lake/lakehouse implementations
Rag system
Cloud and on-premise data architecture solutions
Mlops pipeline for model deployment
Llm fine-tuning for nlp tasks
Mlops pipeline implementation

Hiring Activity

Accelerating260 roles · 120 in 30d

Department

Engineering

138

Sales

60

Data

22

HR

6

Product

4

Ops

1

Seniority

Senior

109

Mid

61

Lead

44

Principal

11

Intern

3

Junior

3

Notable leadership hires: Machine Learning Tech Lead, ML Tech Lead, Machine Learning Lead, Data Practice Lead, Generative AI Tech Lead

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About Provectus

Founded in 2010, Provectus operates as an AI-first systems integrator for mid-market to enterprise clients pursuing ML and generative AI transformation. The company ties revenue to measurable outcomes rather than project scope—a business model requiring both deep technical execution and sustained operational accountability. Core work spans cloud data platform migrations, MLOps pipeline implementation, LLM fine-tuning, RAG system architecture, and data governance. Engineering, sales, and data practice leads drive delivery across 11 hiring countries, with significant presence in Eastern Europe and North America.

HeadquartersSan Francisco, California

Company Size201–500 employees

Founded2010

Hiring MarketsUkraine, Colombia, Georgia, Serbia, Romania, Armenia, United Kingdom, Costa Rica

Frequently Asked Questions

What tech stack does Provectus use?

AWS (SageMaker, Lambda, ECS, ECR, Bedrock, EMR, Athena, SQS), GCP, Azure, Hugging Face, OpenAI, Anthropic, PyTorch, TensorFlow, Python, Docker, Apache Spark, Dask, RAG, and Trino. Currently adopting Hugging Face, OpenAI, and Anthropic models.

What countries does Provectus hire in?

Ukraine, Colombia, Georgia, Serbia, Romania, Armenia, United Kingdom, Costa Rica, Slovakia, Poland, and United States. Eastern Europe and Latin America represent significant hiring footprint alongside U.S. presence.