Ed Donner
GitHub
278
week1/community-contributions/day1-job-search-assitant.ipynb
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278
week1/community-contributions/day1-job-search-assitant.ipynb
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@@ -0,0 +1,278 @@
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{
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||||
"cells": [
|
||||
{
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"cell_type": "code",
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"execution_count": 23,
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||||
"id": "5cbb8ddf-bc86-4da0-96eb-b4971b9bf3a3",
|
||||
"metadata": {},
|
||||
"outputs": [],
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||||
"source": [
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"import os\n",
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"from bs4 import BeautifulSoup\n",
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"from openai import OpenAI\n",
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"from dotenv import load_dotenv\n",
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"load_dotenv()\n",
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"import requests\n",
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"from IPython.display import Markdown"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 26,
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||||
"id": "f76bea4c-95cf-47ae-9236-75e866320470",
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"metadata": {},
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"outputs": [],
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"source": [
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"headers = {\n",
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" \"User-Agent\": \"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/117.0.0.0 Safari/537.36\"\n",
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"}\n",
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"\n",
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"class Website:\n",
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" def __init__(self,url):\n",
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" self.url = url\n",
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" response = requests.get(self.url, headers)\n",
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" soup = BeautifulSoup(response.content, 'html.parser')\n",
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" self.title = soup.title.string if soup.title else \"No title found\"\n",
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" self.text = soup.get_text(separator=\" \").lower() "
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]
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},
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{
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||||
"cell_type": "code",
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||||
"execution_count": 27,
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||||
"id": "d0ed56fb-af44-42ad-9235-c588ca40edc8",
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"metadata": {},
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"outputs": [],
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"source": [
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"job_search = Website(\"https://www.google.com/about/careers/applications/jobs\")"
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]
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},
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{
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"cell_type": "code",
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||||
"execution_count": 28,
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||||
"id": "38468bd0-5d95-4944-b371-107300495ebf",
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"metadata": {},
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"outputs": [],
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"source": [
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"system_prompt = \"You are a job search assistant who finds real-time DevOps-related job listings from career pages, job boards, and developer platforms. Return results with job title, company name, and a link to the listing. Focus on DevOps, SRE, Platform Engineering, and CI/CD tooling roles.\"\n",
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"user_prompt = f\"\"\"\n",
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"Here is a list of job postings:\n",
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"\n",
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"{job_search.text}\n",
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"\n",
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"Please extract only the jobs that are clearly related to:\n",
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"- DevOps\n",
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"- Site Reliability Engineering (SRE)\n",
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"- Platform Engineering\n",
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"- CI/CD or Infrastructure\n",
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"\n",
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"Exclude roles like sales, instructors, analysts, and anything not related to DevOps tools.\n",
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"\n",
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"For each DevOps-related job, return:\n",
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"- Job Title\n",
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"- Company\n",
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"- Location\n",
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"- Years of Experience\n",
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"- Skill set required\n",
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"- (if available) Whether it's remote\n",
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"\"\"\"\n"
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]
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},
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{
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"cell_type": "code",
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||||
"execution_count": 29,
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||||
"id": "927af617-0d87-48de-ac0a-751900b4a495",
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"metadata": {},
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"outputs": [],
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"source": [
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"messages = [\n",
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" { \"role\": \"system\", \"content\": system_prompt },\n",
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" { \"role\": \"user\", \"content\": user_prompt }\n",
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"]\n",
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"\n",
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"openai = OpenAI(\n",
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" api_key=os.getenv('GROQ_API_KEY'),\n",
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" base_url=\"https://api.groq.com/openai/v1\" \n",
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" )\n",
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"response = openai.chat.completions.create(\n",
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" model = \"gemma2-9b-it\",\n",
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" messages = messages\n",
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" )"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 30,
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||||
"id": "2ded75af-ba51-4e21-a581-d8da82439e2e",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Here are the DevOps-related jobs from your provided Google Careers listing:\n",
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"\n",
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"**1. Technical Lead Manager, Google Notifications** \n",
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"\n",
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"* **Company:** Google \n",
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"* **Location:** Tel Aviv, Israel\n",
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"* **Years of Experience:** 8+ years\n",
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"* **Skillset:** 8+ years of software development experience, 5+ years of experience testing, launching software products, 3+ years of experience with software design and architecture, experience in a leadership role or people management.\n",
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"\n",
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" **2. Senior System Software Engineer, Embedded Systems, Firmware, Pixel**\n",
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"\n",
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"* **Company:** Google \n",
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"* **Location:** New Taipei, Banqiao District, New Taipei City, Taiwan\n",
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"* **Years of Experience:** 5+ years\n",
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"* **Skillset:** 5+ years of experience with software development in C, Android BSP and Linux drivers, 3+ years of experience testing, maintaining, or launching software products, 1+ years of experience with software design and architecture, 3+ years of experience working with embedded operating systems.\n",
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"\n",
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" **3. Senior Technical Program Manager, Infrastructure Deployment Software**\n",
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"\n",
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"* **Company:** Google \n",
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"* **Location:** Sunnyvale, CA, USA\n",
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"* **Years of Experience:** 8+ years\n",
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"* **Skillset:** Bachelor’s Degree in a relevant field, 8+ years of program management experience, 8+ years of infrastructure experience.\n",
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"\n",
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"**4. Network Engineer**\n",
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"\n",
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"* **Company:** Google\n",
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"* **Location:** Bengaluru, Karnataka, India\n",
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"* **Years of Experience:** 3+ years\n",
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"* **Skillset:** Bachelor’s Degree in Computer Science, Engineering, a related field, or equivalent practical experience; 3+ years of experience with network routing protocols, design and troubleshooting, with network equipment providers; Experience with network operations at scale; broad understanding of cloud computing, Linux server environments, network design and deployment, managing large scale infrastructure; experience working in a customer-facing role at an ISP, carrier, content network, or CDN; experience programming in either Python or Go.\n",
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"\n",
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"**5. Field Activation Lead, Google Cloud**\n",
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"\n",
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"* **Company:** Google \n",
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"* **Location:** Warsaw, Poland\n",
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"* **Years of Experience:** 5+ years\n",
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"* **Skillset:** Bachelor's degree or equivalent practical experience; 5+ years of experience in program or project management in an enterprise, cloud, or technology environment; experience working with executive-level clients or stakeholders.\n",
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"\n",
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"**6. Software Engineer III, Infrastructure, Google Cloud Business Platforms**\n",
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"* **Company:** Google \n",
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"* **Location:** Cambridge, MA, USA\n",
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"* **Years of Experience:** 2+ years \n",
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"* **Skillset:** Bachelor’s degree or equivalent practical experience; 2 years of experience with software development in one or more programming languages (C, C++, Python, or Go), or 1 year of experience with an advanced degree; 2 years of experience with developing large-scale infrastructure, distributed systems or networks, or experience with compute technologies, storage or hardware architecture.\n",
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"\n",
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" **7. Networking Performance Modeling Architect**\n",
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"\n",
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"* **Company:** Google\n",
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"* **Location:** Tel Aviv, Israel; Haifa, Israel\n",
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"* **Years of Experience:** 5+ years\n",
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"* **Skillset:** Bachelor’s degree in Electrical engineering, computer engineering, Computer Science, or equivalent practical experience; 5 years of experience with software development in C++, and data structures/algorithms; experience in performance modeling, performance analysis, and workload characterization.\n",
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"\n",
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"\n",
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"\n",
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"Let me know if you'd like me to search for more specific roles or on other platforms!\n",
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"\n"
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]
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}
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],
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"source": [
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"print(response.choices[0].message.content)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 31,
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"id": "6b8bd531-c537-4792-a450-8c06e035172d",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/markdown": [
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"Here are the DevOps-related jobs from your provided Google Careers listing:\n",
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"\n",
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"**1. Technical Lead Manager, Google Notifications** \n",
|
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"\n",
|
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"* **Company:** Google \n",
|
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"* **Location:** Tel Aviv, Israel\n",
|
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"* **Years of Experience:** 8+ years\n",
|
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"* **Skillset:** 8+ years of software development experience, 5+ years of experience testing, launching software products, 3+ years of experience with software design and architecture, experience in a leadership role or people management.\n",
|
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"\n",
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" **2. Senior System Software Engineer, Embedded Systems, Firmware, Pixel**\n",
|
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"\n",
|
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"* **Company:** Google \n",
|
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"* **Location:** New Taipei, Banqiao District, New Taipei City, Taiwan\n",
|
||||
"* **Years of Experience:** 5+ years\n",
|
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"* **Skillset:** 5+ years of experience with software development in C, Android BSP and Linux drivers, 3+ years of experience testing, maintaining, or launching software products, 1+ years of experience with software design and architecture, 3+ years of experience working with embedded operating systems.\n",
|
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"\n",
|
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" **3. Senior Technical Program Manager, Infrastructure Deployment Software**\n",
|
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"\n",
|
||||
"* **Company:** Google \n",
|
||||
"* **Location:** Sunnyvale, CA, USA\n",
|
||||
"* **Years of Experience:** 8+ years\n",
|
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"* **Skillset:** Bachelor’s Degree in a relevant field, 8+ years of program management experience, 8+ years of infrastructure experience.\n",
|
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"\n",
|
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"**4. Network Engineer**\n",
|
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"\n",
|
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"* **Company:** Google\n",
|
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"* **Location:** Bengaluru, Karnataka, India\n",
|
||||
"* **Years of Experience:** 3+ years\n",
|
||||
"* **Skillset:** Bachelor’s Degree in Computer Science, Engineering, a related field, or equivalent practical experience; 3+ years of experience with network routing protocols, design and troubleshooting, with network equipment providers; Experience with network operations at scale; broad understanding of cloud computing, Linux server environments, network design and deployment, managing large scale infrastructure; experience working in a customer-facing role at an ISP, carrier, content network, or CDN; experience programming in either Python or Go.\n",
|
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"\n",
|
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"**5. Field Activation Lead, Google Cloud**\n",
|
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"\n",
|
||||
"* **Company:** Google \n",
|
||||
"* **Location:** Warsaw, Poland\n",
|
||||
"* **Years of Experience:** 5+ years\n",
|
||||
"* **Skillset:** Bachelor's degree or equivalent practical experience; 5+ years of experience in program or project management in an enterprise, cloud, or technology environment; experience working with executive-level clients or stakeholders.\n",
|
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"\n",
|
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"**6. Software Engineer III, Infrastructure, Google Cloud Business Platforms**\n",
|
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"* **Company:** Google \n",
|
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"* **Location:** Cambridge, MA, USA\n",
|
||||
"* **Years of Experience:** 2+ years \n",
|
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"* **Skillset:** Bachelor’s degree or equivalent practical experience; 2 years of experience with software development in one or more programming languages (C, C++, Python, or Go), or 1 year of experience with an advanced degree; 2 years of experience with developing large-scale infrastructure, distributed systems or networks, or experience with compute technologies, storage or hardware architecture.\n",
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"\n",
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" **7. Networking Performance Modeling Architect**\n",
|
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"\n",
|
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"* **Company:** Google\n",
|
||||
"* **Location:** Tel Aviv, Israel; Haifa, Israel\n",
|
||||
"* **Years of Experience:** 5+ years\n",
|
||||
"* **Skillset:** Bachelor’s degree in Electrical engineering, computer engineering, Computer Science, or equivalent practical experience; 5 years of experience with software development in C++, and data structures/algorithms; experience in performance modeling, performance analysis, and workload characterization.\n",
|
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"\n",
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"\n",
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"\n",
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"Let me know if you'd like me to search for more specific roles or on other platforms!\n"
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],
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"text/plain": [
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"<IPython.core.display.Markdown object>"
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]
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},
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"metadata": {},
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"output_type": "display_data"
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}
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],
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"source": [
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"display(Markdown(response.choices[0].message.content))"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "c6bd6d14-e0df-45be-99e2-55aa4d96f53b",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.13"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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Reference in New Issue
Block a user