Industry-Specific Career Paths

If you're pursuing a cloud certification path, here's a role-based roadmap (includes the latest GenAI certs toward the end) Here's how you can pick your learning path : 1. Solutions Architect Design scalable, secure, and cost-optimized architectures. ↳ AWS: Practitioner → Solutions Architect Associate → Professional ↳ Azure: Fundamentals → Solutions Architect Expert ↳ GCP: Associate Cloud Engineer → Cloud Architect 2. Cloud Data Engineer Build data pipelines, real-time processing, and analytics workflows. ↳ AWS: Practitioner → Solutions Architect → Data Analytics Specialty ↳ Azure: Fundamentals → Data Engineer Associate ↳ GCP: Associate Engineer → Data Engineer 3. Software Developer (Cloud) Develop, deploy, and debug cloud-native applications. ↳ AWS: Practitioner → Developer Associate ↳ Azure: Fundamentals → Developer Associate ↳ GCP: Associate Engineer → Cloud Developer 4. System Administrator Manage infrastructure, virtual machines, IAM, monitoring, and storage. ↳ AWS: Practitioner → SysOps Associate ↳ Azure: Fundamentals → Administrator Associate ↳ GCP: Associate Cloud Engineer 5. DevOps / SRE / Platform Engineer Focus on CI/CD, IaC, automation, and reliability engineering. ↳ AWS: Practitioner → Developer Associate → DevOps Pro ↳ Azure: Fundamentals → Developer Associate → DevOps Expert ↳ GCP: Associate Engineer → DevOps Engineer 6. Cloud Security Engineer Secure cloud workloads, enforce IAM, and manage threat detection. ↳ AWS: Practitioner → SysOps → Security Specialty ↳ Azure: Fundamentals → Administrator → Security Associate ↳ GCP: Associate Engineer → Security Engineer 7. Network Engineer Design and operate scalable and secure cloud networks. ↳ AWS: Practitioner → Solutions Architect → Advanced Networking Specialty ↳ Azure: Fundamentals → Network Engineer Associate ↳ GCP: Associate Engineer → Network Engineer 8. ML / Generative AI Engineer Build, deploy, and scale ML models and GenAI applications. ↳ AWS: Practitioner → Solutions Architect → Machine Learning Specialty → [NEW] Certified AI Practioner ↳ Azure: Fundamentals → AI Engineer Associate → [NEW] Azure AI Fundamentals ↳ GCP: Associate Engineer → ML Engineer → [NEW] Generative AI Leader Quick Prep Tips: - Use hands-on labs: KodeKloud, Qwiklabs, Azure Labs - Leverage free tiers: AWS, Azure, GCP - Follow GitHub repos & official exam guides - For GenAI: explore Vertex AI, Azure OpenAI, AWS Bedrock And my final 2 cents: ↳ Pick your path based on your job goal, not hype ↳ Labs + Experience > Certification badges ↳ GenAI paths require cloud + ML basics first • • • If this helped: 🔔 Follow me(Vishakha) for more structured cloud + AI learning guides ♻️ Share it so others can find their path too! Image source: kodekloud.com

Your Path to Becoming a Network Engineer! 🌐 Are you aiming to master the field of networking? This roadmap covers everything you need to get started and advance your career as a Network Engineer. Here's a breakdown of essential knowledge areas: 🔻 Networking Fundamentals – Understand the OSI and TCP/IP models, and get familiar with devices like routers, switches, and hubs. 🔻 Network Protocols – Learn core protocols such as TCP, UDP, and IP, plus application layer protocols (HTTP, DNS, DHCP). 🔻 Routing and Switching – Master routing protocols (OSPF, BGP), VLANs, and more for efficient network traffic management. 🔻 Network Design and Architecture – Dive into topologies, design principles, and network types (LAN, WAN, WLAN). 🔻 Network Security – Gain expertise in firewalls, VPNs, security protocols, and best practices for protecting networks. 🔻 Wireless Networking – Understand wireless standards, security (WPA2, WPA3), and coverage planning. 🔻 Cloud Networking – Learn about hybrid cloud setups and services from major providers like AWS and Azure. 🔻 Network Automation and Scripting – Get skilled in programming and automation tools (Python, Bash, PowerShell) to simplify network management. 🔻 Monitoring and Troubleshooting – Be proficient with tools for monitoring (NetFlow, SNMP) and troubleshooting network issues. 🔻 Virtualization & Container Networking – Explore SDN, NFV, and container networking with technologies like Docker and Kubernetes. 🔻 Certifications – Start with CompTIA Network+ and work your way up to advanced certifications like Cisco CCIE and VMware VCP-NV. This guide shows that the journey is challenging but achievable with the right steps and commitment.

If you're a B.Tech. student graduating in 2023, 2024, 2025, or 2026 and interested in becoming a network engineer, here's a simplified breakdown: What is a Network Engineer? A network engineer is like a digital architect who designs and maintains computer networks for businesses. This could involve anything from connecting a couple of offices to managing complex cloud systems for big companies. They're also the guardians, keeping these networks safe from cyber threats. How to Get Started: 6 Tips 1. Consider Getting a Degree:   - About 62% of network engineers have a bachelor's degree. Subjects like computer science, information systems, or engineering are relevant. Some leadership roles might even prefer a Master's in Business Administration (MBA) with a focus on information systems. 2. Start with an Entry-Level Role:   - Gain experience by starting with entry-level IT roles, like systems administration or desktop support. This helps you build technical skills and understand IT systems better. 3. Learn Network Security:   - Security is a big deal. Understand concepts like threat intelligence, data protection, and compliance. Consider getting a Professional Certificate in cybersecurity. IBM offers a good one called "IBM Cybersecurity Analyst." 4. Get Familiar with the Cloud:   - Companies are moving to cloud computing, so understanding how to design, optimize, and manage networks in a cloud environment is crucial. Google Cloud offers a "Preparing for Google Cloud Certification: Cloud Network Engineer" course. 5. Learn Programming Languages:   - While not always mandatory, knowing certain programming languages can make you a stronger candidate. Python, Perl, Bash, and Golang are good ones to consider. 6. Get Certified:   - Some companies want certifications. Look into CompTIA A+, CompTIA Network+, and Cisco Certified Network Associate (CCNA). These certifications show your skills to potential employers. Why Network Engineering? - As of October 2023, the average salary for a network engineer in the US is $94,704. - The field involves problem-solving and working with computers, making it a good fit if you enjoy these things. Recommended Courses: - Cisco's "Network Automation Engineering Fundamentals" on Coursera is a good starting point. It covers essential skills like Python programming, network planning, and automation. - Introduction to Networking and Storage (IBM):   - Enhance your IT skills, covering cloud storage, network troubleshooting, and more.    - IBM Cybersecurity Analyst:   - Build skills in cybersecurity, essential for network engineers. - Preparing for Google Cloud Certification: Cloud Network Engineer:   - Advance your career with skills in cloud networking. Remember, these are just starting points. Network engineering is a dynamic field, so staying curious and open to learning is key. Good luck! For more valuable content like this, follow Vikram Gaur . #CloudComputing #NetworkEngineer #CloudEngineer #DevOpsEngineer

After teaching 12,000+ students, spending 6+ years in Financial Services (including Big4s), and mentoring 1,000+ students, I’ve compiled a practical guide on what to upskill to build a career in Finance: 𝟭. 𝗖𝗙𝗔 𝗟𝗲𝘃𝗲𝗹 𝟮 𝗰𝗼𝗻𝗰𝗲𝗽𝘁𝘀: Whether or not you sit for the exam is your choice. But borrow the CFA Level 1 & 2 books from friends and get thorough with Equity, Corporate Finance, FRA, Portfolio Management, Quants. 𝟮. 𝗔𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗘𝘅𝗰𝗲𝗹: Finance = analysis, and spreadsheets are the foundation. I’ve shared a 3-hour free podcast with 20+ case studies for you to get hands-on. 𝗖𝗼𝗺𝗺𝗲𝗻𝘁 𝗜𝗡𝗧𝗘𝗥𝗘𝗦𝗧𝗘𝗗 𝘁𝗼 𝗴𝗲𝘁 𝘁𝗵𝗲 𝗹𝗶𝗻𝗸. 𝟯. 𝗕𝗮𝘀𝗶𝗰𝘀 𝗼𝗳 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜: Reporting is at the heart of most finance roles today. Learn at least the fundamentals. 𝟰. 𝗙𝗶𝗻𝗮𝗻𝗰𝗶𝗮𝗹 𝗠𝗼𝗱𝗲𝗹𝗹𝗶𝗻𝗴: Be able to build a 3-statement model, and understand revenue drivers, cost drivers, capex, and debt funding. 𝟱. 𝗢𝗻𝗲 𝗦𝗲𝗰𝘁𝗼𝗿 𝗦𝗽𝗲𝗰𝗶𝗮𝗹𝗶𝘇𝗮𝘁𝗶𝗼𝗻: Pick one sector (banking, pharma, real estate, etc.) and learn it deeply like the key players, ratios, SWOT, business cycles, govt rules. This will set you apart in analysis. 𝟲. 𝗧𝘄𝗼 𝗗𝗼𝗺𝗮𝗶𝗻𝘀: Choose two finance domains (Investment Banking, Equity Research, FP&A, Big4 Consulting all are different) and do structured courses from good content creators. 𝟳. 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗦𝗸𝗶𝗹𝗹𝘀: Draft well, speak with clarity, and practice brevity. This cannot be learned in classrooms - it comes only from exposure. (I mentor on this, happy to help!) 𝟴. 𝗚𝗲𝘁 𝗛𝗮𝗻𝗱𝘀 𝗗𝗶𝗿𝘁𝘆: Invest money, apply for IPOs, do trading (small amount only), read books, listen to podcasts take bets and experiments. The more mistakes, at an early age, better it is. 𝟵. 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝗶𝗻𝗴: Career opportunities take time to mature. Just like childbirth, the process needs patience and effort. I once attended a "Career options in Finance for CFAs" seminar → met someone → got referred to ISB for Excel training 5 years later. So start Building - the right Ecosystem for yourself. If you know Shraddha Kapoor is on LinkedIn but don't know what is =COPILOT or FlexiCap fund or Leila Gharani or Ray Dalio or Regression then you are follwing the wrong people. Fun tip: Start watching Billions (Showtime) and Silicon Valley today. Don’t rush into Python: First master Excel, Power BI, and Financial Modelling. 𝗙𝗶𝗻𝗱 𝗠𝗲𝗻𝘁𝗼𝗿𝘀𝗵𝗶𝗽: I have 30+ mentors, and I mentor 1,000+ people. Mentors aren’t gifted - you have to earn them, don't expect free help without building rapport or providing value. 𝗕𝗮𝗹𝗮𝗻𝗰𝗲: Finance is important, but life is bigger than IRR, or ROI. Go on dates, follow hobbies, and be passionate & support causes. That balance will make you sharper in your career too. #ChinmayaAmteExcel

"How to get a job in core Finance after MBA?" "What if I do not have a background in Finance?" If you are joining a B-School, read on... Finance appears as a difficult subject for non-finance students. Especially because MBA is a fast paced course, and students get overwhelmed with it if they do not have a background. I had the same profile - Engineering before an MBA... So I can empathize.. So what can be done? - Understand that Finance is not just accounting. Most career options in Finance post an MBA require Corporate Finance and Financial Analysis Concepts. Accounting prowess is good to have, but is not a deal-breaker in most finance roles. - Financial statements are a representation of a business and its health. Understand the business, and you will unravel the financial statements - Focus on picking up one sector, and one company, and read up on it. - Pick its annual report, go through the numbers. Write down all your doubts. Look for those specific questions. Ask your friends, look over internet. You will find some explanation for 90% of the questions, because someone would have faced the same challenge before you. - Start using Excel. It is really helpful. Practice! - Pick up some good finance books and read. Gives you a good perspective. Had written earlier about 25 top books for finance. - Do some courses on basics of financial statements. A lot of free material is available. We also have a couple of them - visit my profile for those details - Remember, Finance is an extension of Maths. And Logic. If you can understand a business, you should be able to decode the finance around it. So focus on understanding the business. Everything else will follow. - Last but not the least. Do not decide against a career in Finance till you have gone through atleast 3 finance courses in your MBA. Most of the important courses in finance come in the second year. Keep an open mind. I learnt most of it the hard way. Would love to be of help in this journey for you. Reach out if you need any help or guidance. Share this with your friends who are doing an MBA, and are considering a career in Finance as an option.. ----- Peeyush Chitlangia, CFA I help you build a career in finance Happy to help if you have any queries

🎬 The Unspoken Rules of TV: Let's Talk About Class I had a great time moderating a powerful talk on social mobility in TV at Soho Media Club's Be You Festival. Let’s be honest: class is the industry taboo that shapes who gets in, who gets heard, and who gets to tell stories on screen. From commissioning to hiring, TV and film often reward who you know, not what you know. Add class into the mix, and the hurdles can feel impossible. This panel ripped open the conversation: how do we tackle the role class plays in access, opportunity, and progression, and do it with authenticity, nuance, and maybe even a little joy? Thank you to our incredible speakers for their candor and insight: ✨️ Chanise Evans, Senior Advisor, BBC Internal Communications/ Freelance Presenter ✨️ Athena Witter, Founder, Engine Pop ✨️ Sonny Hanley, Director ITV Academy, ITV 💡 Tips for Breaking In & Moving Up in TV: If you're looking to start or progress your career, here are a few takeaways to help you navigate the system: ➡️ Don't Chase the Glamour, Chase the Skill: Identify a specific role or craft you want to master (e.g., script editing, sound mixing, production management). Focus on gaining demonstrable, practical skills over just "getting your foot in the door" broadly. ➡️ Build Your Authentic Network: Go beyond shallow networking. Seek out sponsors, not just contacts, people who know your work and will advocate for you when you’re not in the room. Focus on building genuine, mutually beneficial relationships. ➡️ Know Your Value (And Your Rate): Don't undersell yourself. Research standard industry rates for your role and experience level. Negotiating confidently is a skill that helps close the class gap. ➡️ Embrace the "Portfolio Career": Don't be afraid to take sideways steps or freelance gigs that build diverse skills. Resilience and adaptability are highly valued in the gig economy of TV. ➡️ Seek Out Specific Initiatives: Look for schemes, bursaries, etc that are explicitly focused on social mobility and class (like the ITV Academy mentioned by Sonny!). They are designed to level the playing field. What's one thing you wish the TV industry would change about hiring and progression? Drop your thoughts below! 👇 #SocialMobility #BeYouFestival #TVIndustry #FilmIndustry #DiversityAndInclusion #CreativeCareers #TVTips #AnnikaAllenGray #All3Media

Career maps for various sectors: Sell-Side Banks, Buy-Side Institutions, Corporates, and Professional Services Firms: 1. Sell-Side Banks (Investment Banks) Sell-side firms focus on services related to raising capital, trading securities, and advising companies. Typical Roles: Analyst: Entry-level position focusing on financial analysis, modeling, and pitch books. Associate: After 2-3 years as an analyst, associates manage analysts and interface with clients more closely. Vice President (VP): Manages client relationships, pitches, and deals, typically after 3-4 years as an associate. Director / Executive Director: Involved in high-level deal execution and strategy, guiding the overall transaction process. Managing Director (MD): Senior-most role focusing on deal origination, client acquisition, and firm strategy. Career Path: Intern → Analyst → Associate → VP → Director → Managing Director 2. Buy-Side Institutions Buy-side firms manage money by investing in securities like stocks and bonds. These include mutual funds, hedge funds, and private equity. Typical Roles: Research Analyst: Analyzes potential investments, including stocks, bonds, and other assets. Portfolio Manager: Responsible for managing a fund or portfolio, making buy/sell decisions. Trader: Executes buy and sell orders in financial markets, working closely with portfolio managers. Quant Analyst: Focuses on quantitative research to create trading algorithms or models. Private Equity Associate: Works on acquiring companies, modeling, and due diligence (for PE firms). Partner: Top-level position in private equity or hedge funds, responsible for leading investments. Career Path: Analyst → Associate → Portfolio Manager → Senior Portfolio Manager → Partner / Head of Investments 3. Corporates (Finance Roles in Non-Financial Companies) Corporates are companies outside of financial services that may require strong financial expertise for strategic decisions, often having their in-house finance teams. Typical Roles: Corporate Finance Analyst: Focuses on budgeting, forecasting, and financial planning for the company. Treasury Analyst: Manages the company’s liquidity, funding, and capital structure. FP&A Analyst: Responsible for financial planning and analysis, working on forecasting and variance analysis. Controller: Manages accounting, financial reporting, and regulatory compliance. CFO (Chief Financial Officer): Oversees all financial aspects, from budgeting and forecasting to strategy and operations. Career Path: Analyst → Senior Analyst → Manager → Director → VP → CFO These career maps provide a structured path, but movement across sectors (e.g., moving from Sell-Side to Buy-Side) is also common. Each path has its nuances depending on the firm, location, and specific area of finance. --- Follow me for more like this... Jeetain Kumar, FMVA® #finance #cfa #investmentbanking #strategy #consulting

We studied 30 global mining CEOs to see what they really have in common. The patterns say more about discipline than charisma. Education. Six in ten hold engineering degrees in mining, chemical, or metallurgical fields. Three in ten come from business or finance. More than half completed MBAs, often at top global schools. Tenure. They build careers layer by layer. Average industry experience: 25–30 years. About 70 percent stayed with one company long enough to rise through its internal ranks. Regional roots. South Africa remains a talent well. Leaders such as Nagle (Glencore), Bristow (Barrick), and Wanblad (Anglo American) all began there, a legacy of deep operational training grounds. Operational depth. Many began their careers underground or in refineries. They speak the language of extraction, logistics, and finance with equal fluency, which earns trust across teams. Global reach. More than 80 percent have worked on multiple continents, reflecting how mining careers follow the resources, not the headlines. Financial discipline. Several current CEOs once served as CFOs. Stausholm at Rio Tinto, Quirk at Freeport-McMoRan. In an industry ruled by capital cycles, financial control isn’t a bonus; it’s survival. By the time they reach the corner office, most are between 45 and 55 years old and have logged nearly two decades climbing the ladder. Few get there fast. Even fewer are women. Kathleen Quirk is one of the rare exceptions. These profiles share the same backbone: technical mastery, global experience, and fiscal precision developed over years of steady work. But the terrain is shifting. Sustainability targets, supply-chain transparency, and community pressure are redefining what effective leadership looks like. The fundamentals hold; the expectations change. Question for you: Do other industries reward the same things? Or is mining’s leadership model the exception?

The biggest shift I'm seeing in finance careers right now? It's not salary. It's not job titles. It's impact. After speaking with a number of finance professionals this week, ranging from newly qualified accountants through to regional controllers and senior finance leaders, one theme kept emerging. Very few people are looking for their next role because of a title. In fact, some of the most impressive candidates I met openly admitted they care less about promotion than they did five or ten years ago. What they're really looking for is: - Interesting problems to solve - Opportunities to drive change - Greater influence over business outcomes - The chance to leave something better than they found it One finance leader with more than 25 years experience in the Energy sector told me he is no longer motivated by money or status. What excites him is tackling complex challenges that others can't solve. Another candidate is considering leaving a global organisation because progression would require an international move, but what she really wants in the opportunity to help shape strategy and lead meaningful transformation. A third has spent almost a decade with the same employer. They're not leaving because they're unhappy. They're leaving because comfort has replaced growth. It got me thinking about how much finance careers have evolved. The traditional career ladder suggested success looked like: Accountant → Manager → Head of Finance → Finance Director → CFO Today, many finance professionals are asking a different question: "Where can I make the biggest impact?" Sometimes that's a promotion. Sometimes it isn't. The best employers seem to understand this. They know they're no longer competing solely on salary, bonus and title. They're competing on the quality of problems people get to solve. They're selling transformation, influence, purpose and the opportunity to make a genuine difference. Because for many finance professionals, another rung on the ladder isn't enough. They want to know: "What happens here when real change is needed?" The strongest candidates I'm speaking with aren't chasing the next title. They're chasing meaningful work. And increasingly, that's what's driving career moves. Are you seeing or experience the same shift? Has impact become more important than promotion? #CareerDevelopment #TalentStrategy #CareerGrowth #FinanceCareers #FutureofWork

Help Desk vs IT Support vs System Admin vs IT Infrastructure – What’s the Difference? 1. Help Desk Primary Role: First point of contact for users. Responsibilities: ⏳Answering user queries (phone/email/tickets) ⏳Troubleshooting basic software/hardware issues ⏳Resetting passwords ⏳Escalating more complex problems to higher tiers 2. IT Support ⏳Primary Role: Broader than Help Desk; may include hands-on support and installations. Responsibilities: ✅Diagnosing and solving technical issues ✅Setting up computers, software, and printers ✅Maintaining equipment ✅Supporting network and application issues (basic level) 3. System Administrator (SysAdmin) Primary Role: Managing and maintaining servers and system-level software. Responsibilities: ✅Installing and configuring servers (Windows/Linux) ✅Managing user accounts and permissions ✅Monitoring system performance ✅Applying updates and security patches ✅Backups and disaster recovery 4. IT Infrastructure Primary Role: Design, implement, and maintain the foundational tech systems. Responsibilities: ✅Managing data centers, networking, and storage ✅Planning and deploying IT systems ✅Ensuring network security and scalability ✅Working with cloud infrastructure (AWS, Azure, etc.) ✅Overseeing physical and virtual systems