diff --git a/docs/corporate/hiring 2.md b/docs/corporate/hiring 2.md
deleted file mode 100644
index ab3b876d..00000000
--- a/docs/corporate/hiring 2.md	
+++ /dev/null
@@ -1,56 +0,0 @@
-# Careers at Swarms
-
-We are a team of engineers, developers, and visionaries on a mission to build the future of AI by orchestrating multi-agent collaboration. We move fast, think ambitiously, and deliver with urgency. Join us if you want to be part of building the next generation of multi-agent systems, redefining how businesses automate operations and leverage AI.
-
-**We offer none of the following benefits Yet:**
-- No medical, dental, or vision insurance
-- No paid time off
-- No life or AD&D insurance
-- No short-term or long-term disability insurance
-- No 401(k) plan
-
-**Working hours:** 9 AM to 10 PM, every day, 7 days a week. This is not for people who seek work-life balance.
-
----
-
-### Hiring Process: How to Join Swarms
-We have a simple 3-step hiring process:
-
-**NOTE** We do not consider applicants who have not previously submitted a PR, to be considered a PR containing a new feature of a bug fixed must be submitted.
-
-1. **Submit a pull request (PR)**: Start by submitting an approved PR to the [Swarms GitHub repository](https://github.com/kyegomez/swarms) or the appropriate repository .
-2. **Code review**: Our technical team will review your PR. If it meets our standards, you will be invited for a quick interview.
-3. **Final interview**: Discuss your contributions and approach with our team. If you pass, you're in!
-
-There are no recruiters. All evaluations are done by our technical team.
-
---- 
-
-# Location
-
-- **Palo Alto** CA Our Palo Alto office houses the majority of our core research teams including our prompting, agent design, and model training
-
-- **Miami** Our miami office holds prompt engineering, agent design, and more.
-
-
-### Open Roles at Swarms
-
-**Infrastructure Engineer**
-- Build and maintain the systems that run our AI multi-agent infrastructure.
-- Expertise in Skypilot, AWS, Terraform.
-- Ensure seamless, high-availability environments for agent operations.
-
-**Agent Engineer**
-- Design, develop, and orchestrate complex swarms of AI agents.
-- Extensive experience with Python, multi-agent systems, and neural networks.
-- Ability to create dynamic and efficient agent architectures from scratch.
-
-**Prompt Engineer**
-- Craft highly optimized prompts that drive our LLM-based agents.
-- Specialize in instruction-based prompts, multi-shot examples, and production-grade deployment.
-- Collaborate with agents to deliver state-of-the-art solutions.
-
-**Front-End Engineer**
-- Build sleek, intuitive interfaces for interacting with swarms of agents.
-- Proficiency in Next.js, FastAPI, and modern front-end technologies.
-- Design with the user experience in mind, integrating complex AI features into simple workflows.
diff --git a/docs/corporate/hiring.md b/docs/corporate/hiring.md
index ab3b876d..7777e6d8 100644
--- a/docs/corporate/hiring.md
+++ b/docs/corporate/hiring.md
@@ -3,10 +3,15 @@
 We are a team of engineers, developers, and visionaries on a mission to build the future of AI by orchestrating multi-agent collaboration. We move fast, think ambitiously, and deliver with urgency. Join us if you want to be part of building the next generation of multi-agent systems, redefining how businesses automate operations and leverage AI.
 
 **We offer none of the following benefits Yet:**
+
 - No medical, dental, or vision insurance
+
 - No paid time off
+
 - No life or AD&D insurance
+
 - No short-term or long-term disability insurance
+
 - No 401(k) plan
 
 **Working hours:** 9 AM to 10 PM, every day, 7 days a week. This is not for people who seek work-life balance.
@@ -36,21 +41,33 @@ There are no recruiters. All evaluations are done by our technical team.
 ### Open Roles at Swarms
 
 **Infrastructure Engineer**
+
 - Build and maintain the systems that run our AI multi-agent infrastructure.
+
 - Expertise in Skypilot, AWS, Terraform.
+
 - Ensure seamless, high-availability environments for agent operations.
 
 **Agent Engineer**
+
 - Design, develop, and orchestrate complex swarms of AI agents.
+
 - Extensive experience with Python, multi-agent systems, and neural networks.
+
 - Ability to create dynamic and efficient agent architectures from scratch.
 
 **Prompt Engineer**
+
 - Craft highly optimized prompts that drive our LLM-based agents.
+
 - Specialize in instruction-based prompts, multi-shot examples, and production-grade deployment.
+
 - Collaborate with agents to deliver state-of-the-art solutions.
 
 **Front-End Engineer**
+
 - Build sleek, intuitive interfaces for interacting with swarms of agents.
+
 - Proficiency in Next.js, FastAPI, and modern front-end technologies.
+
 - Design with the user experience in mind, integrating complex AI features into simple workflows.