Looking for exeperienced devops/platform engineer in aws cloud
hello , i am looking for one devops/platform engineer who have good experience in lamda( python) .. ability to understand current code structure, understanding ssm document, and able to create new feature/developement around it
it wil be freelancing work.
let me know if you are interested
https://redd.it/1hvxy28
@r_devops
hello , i am looking for one devops/platform engineer who have good experience in lamda( python) .. ability to understand current code structure, understanding ssm document, and able to create new feature/developement around it
it wil be freelancing work.
let me know if you are interested
https://redd.it/1hvxy28
@r_devops
Reddit
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Need help for Devops interview
Hi everyone
I have an interview coming up for the position of Technical Support Engineer which requires 1-2 years of experience with Docker and Kubernetes, and familiarity with Git, Terraform and CI/CD, the job description says I will be working on incoming customer issues by triaging, investigating, managing, and resolving complex issues and requests related to images.
Can someone please help me with the technical question?
I have basic-intermediate knowledge of Docker, Kubernetes, CI/CD and Terraform?
I would appreciate it very much if someone can help !
Thanks and Regards
https://redd.it/1hw4lot
@r_devops
Hi everyone
I have an interview coming up for the position of Technical Support Engineer which requires 1-2 years of experience with Docker and Kubernetes, and familiarity with Git, Terraform and CI/CD, the job description says I will be working on incoming customer issues by triaging, investigating, managing, and resolving complex issues and requests related to images.
Can someone please help me with the technical question?
I have basic-intermediate knowledge of Docker, Kubernetes, CI/CD and Terraform?
I would appreciate it very much if someone can help !
Thanks and Regards
https://redd.it/1hw4lot
@r_devops
Reddit
From the devops community on Reddit
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Using Helm without sudo
I've done a lot of Docker and Docker Compose, but I'm a bit new to Helm and K8s
I'm trying to install and use helm with k3s (NOT kubernetes, just k3s), but I've noticed that I need to run
Online I also see many users/example commands of
Do you have to be sudo/root to use helm? Or am I missing a group or file permission change somewhere?
This reminds me of how you have to add your user to the docker group after first installing Docker, otherwise your user cannot access the Docker daemon socket.
https://redd.it/1hw7w5a
@r_devops
I've done a lot of Docker and Docker Compose, but I'm a bit new to Helm and K8s
I'm trying to install and use helm with k3s (NOT kubernetes, just k3s), but I've noticed that I need to run
sudo helm for many commands.Online I also see many users/example commands of
sudo helm ...Do you have to be sudo/root to use helm? Or am I missing a group or file permission change somewhere?
This reminds me of how you have to add your user to the docker group after first installing Docker, otherwise your user cannot access the Docker daemon socket.
https://redd.it/1hw7w5a
@r_devops
Reddit
From the devops community on Reddit
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Here are 30 growing startups each raised $10-50M in recent weeks, have <50 employees, and are actively HIRING if you're looking for a job right now.
1. StackAI \- language model deployment (US remote / Bay Area / NYC)
2. Basis \- accounting AI platform (NYC)
3. Truewind \- automated accounting workflows (Bay Area)
4. Bland AI \- automated phone calls (Bay Area)
5. Boon \- supply chain AI (US remote / Bay Area)
6. Plenful \- healthcare data automation (Bay Area / US remote)
7. Formance \- open-source financial flows (Paris / NYC / US remote / France remote)
8. NeuBird.ai \- IT operations analyzer (Bay Area)
9. Cartesia \- generative voice API (Bay Area)
10. Atmo \- weather forecasting AI (Bay Area)
11. Aampe \- message delivery through AI (Remote)
12. Hyperbolic \- decentralized GPU access (Bay Area)
13. Ask Sage, Inc. \- multi-modal gen AI (Remote)
14. Ataraxis AI \- cancer treatment planning (NYC)
15. Droxi \- EHR inbox (Tel Aviv / Ohio)
16. Evidently \- clinical data automation (Bay Area)
17. Plume Network \- tokenize real world assets (NYC / Multiple remote locations)
18. Stand \- climate risk insurance (Bay Area / Seattle)
19. Backflip \- AI 3D design (N/A)
20. Fold \- bitcoin rewards debit card (US remote)
21. Stigg \- API-first pricing management (NYC remote / Tel Aviv)
22. Prometheum \- digital asset securities (US remote)
23. Pathway \- AI with live data (Remote)
24. Slip Robotics \- automated freight loading (Georgia / Iowa / Nevada)
25. Spexi \- earth imagery (Vancouver)
26. Atlas Invest\- real estate bridge loans (NYC / Herzliya IL)
27. Next Sense \- decarbonization analytics (Amsterdam)
Adding direct links to their career pages in the comments.
\---
Hey friends, every week I search the internet for software engineer, devops, and infra jobs that have been recently posted on a company's career page. I collect the jobs, put them in a spreadsheet, and share them with anyone whose looking for their next role. All for free.
if you want to get reports and posts like these in an email, click here.
https://redd.it/1hw98u5
@r_devops
1. StackAI \- language model deployment (US remote / Bay Area / NYC)
2. Basis \- accounting AI platform (NYC)
3. Truewind \- automated accounting workflows (Bay Area)
4. Bland AI \- automated phone calls (Bay Area)
5. Boon \- supply chain AI (US remote / Bay Area)
6. Plenful \- healthcare data automation (Bay Area / US remote)
7. Formance \- open-source financial flows (Paris / NYC / US remote / France remote)
8. NeuBird.ai \- IT operations analyzer (Bay Area)
9. Cartesia \- generative voice API (Bay Area)
10. Atmo \- weather forecasting AI (Bay Area)
11. Aampe \- message delivery through AI (Remote)
12. Hyperbolic \- decentralized GPU access (Bay Area)
13. Ask Sage, Inc. \- multi-modal gen AI (Remote)
14. Ataraxis AI \- cancer treatment planning (NYC)
15. Droxi \- EHR inbox (Tel Aviv / Ohio)
16. Evidently \- clinical data automation (Bay Area)
17. Plume Network \- tokenize real world assets (NYC / Multiple remote locations)
18. Stand \- climate risk insurance (Bay Area / Seattle)
19. Backflip \- AI 3D design (N/A)
20. Fold \- bitcoin rewards debit card (US remote)
21. Stigg \- API-first pricing management (NYC remote / Tel Aviv)
22. Prometheum \- digital asset securities (US remote)
23. Pathway \- AI with live data (Remote)
24. Slip Robotics \- automated freight loading (Georgia / Iowa / Nevada)
25. Spexi \- earth imagery (Vancouver)
26. Atlas Invest\- real estate bridge loans (NYC / Herzliya IL)
27. Next Sense \- decarbonization analytics (Amsterdam)
Adding direct links to their career pages in the comments.
\---
Hey friends, every week I search the internet for software engineer, devops, and infra jobs that have been recently posted on a company's career page. I collect the jobs, put them in a spreadsheet, and share them with anyone whose looking for their next role. All for free.
if you want to get reports and posts like these in an email, click here.
https://redd.it/1hw98u5
@r_devops
Linkedin
StackAI | LinkedIn
StackAI | 22,103 followers on LinkedIn. Enterprise AI loved by finance, risk and operations teams. Power your AI transformation strategy with StackAI. | Enterprise AI trusted by Finance, Risk and Operations teams.
Power your AI transformation strategy with…
Power your AI transformation strategy with…
Overwhelmed?
Hi everyone,
About a year ago, I offered some free 30-minute consultations to those new to DevOps or feeling overwhelmed, and I'm thrilled that I was able to help a few people with their struggles.
I'm back and opening up more slots for individuals looking to break into DevOps or juniors eager to grow their careers by working more efficiently and solving tasks more quickly.
With nearly 10 years of DevOps experience, I'm here simply to help those who might be struggling in this space. While I won't be doing any coding during our chats, I'm happy to assist with specific tasks on a high level.
Here's a little about me: I have experience with Kubernetes, CI/CD (Jenkins, GitHub, etc.), Docker, Python, AWS/Azure. I understand how daunting this landscape can be and want to ease that path for you as much as possible.
If this sounds like something you need, feel free to PM me with a brief description of your situation and struggles. Let's see how I can help out.
Check out my original post here to see how it all started: Original post
Looking forward to connecting with more of you!
https://redd.it/1hwguug
@r_devops
Hi everyone,
About a year ago, I offered some free 30-minute consultations to those new to DevOps or feeling overwhelmed, and I'm thrilled that I was able to help a few people with their struggles.
I'm back and opening up more slots for individuals looking to break into DevOps or juniors eager to grow their careers by working more efficiently and solving tasks more quickly.
With nearly 10 years of DevOps experience, I'm here simply to help those who might be struggling in this space. While I won't be doing any coding during our chats, I'm happy to assist with specific tasks on a high level.
Here's a little about me: I have experience with Kubernetes, CI/CD (Jenkins, GitHub, etc.), Docker, Python, AWS/Azure. I understand how daunting this landscape can be and want to ease that path for you as much as possible.
If this sounds like something you need, feel free to PM me with a brief description of your situation and struggles. Let's see how I can help out.
Check out my original post here to see how it all started: Original post
Looking forward to connecting with more of you!
https://redd.it/1hwguug
@r_devops
Reddit
Bent_finger's comment on "DevOps assistance"
Explore this conversation and more from the devops community
Securing windows deployment from attacks like this?
https://imgur.com/a/LzgNpPK
https://redd.it/1hwgagx
@r_devops
https://imgur.com/a/LzgNpPK
https://redd.it/1hwgagx
@r_devops
Imgur
Discover the magic of the internet at Imgur, a community powered entertainment destination. Lift your spirits with funny jokes, trending memes, entertaining gifs, inspiring stories, viral videos, and so much more from users.
Which certificates are essential for applying as a DevOps engineer in 2025?
Hello everyone,
I would like to become a DevOps engineer and am currently working on roadmap.sh/devops. I would then like to specialize in container orchestration because a family member of mine has an IT company in this area and told me that he was still looking for employees. I would like to know which certificates are generally important for an application these days? In general, I would also like to know which skills a DevOps engineer should definitely master in 2025 in order to have job opportunities in the future.
Thank you very much.
https://redd.it/1hwkifz
@r_devops
Hello everyone,
I would like to become a DevOps engineer and am currently working on roadmap.sh/devops. I would then like to specialize in container orchestration because a family member of mine has an IT company in this area and told me that he was still looking for employees. I would like to know which certificates are generally important for an application these days? In general, I would also like to know which skills a DevOps engineer should definitely master in 2025 in order to have job opportunities in the future.
Thank you very much.
https://redd.it/1hwkifz
@r_devops
roadmap.sh
DevOps Roadmap: Learn to become a DevOps Engineer or SRE
Step by step guide for DevOps, SRE or any other Operations Role in 2026
I’m working on getting the RHSCA right now but I am confused on how much cloud knowledge is needed in devops
I am wondering how much aws knowledge is needed for devops and if getting a cloud cert is for different jobs than devops?
https://redd.it/1hwmdji
@r_devops
I am wondering how much aws knowledge is needed for devops and if getting a cloud cert is for different jobs than devops?
https://redd.it/1hwmdji
@r_devops
Reddit
From the devops community on Reddit
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Targe: Open-Source IAM CLI for managing cloud access without navigating the provider UI
Hi everyone 👋
I’m one of the maintainers of the Go OSS project Targe, an open-source CLI for managing cloud access with AI assistance.
Repository: [https://github.com/Permify/targe](https://github.com/Permify/targe)
# IAM Is the Worst
To give a quick disclosure, we specialize in developing access control solutions.
As we work and collaborate with folks in the IAM space, we’ve repeatedly observed the same challenges, and we’re focusing on addressing them. When I say IAM is the worst, I mean it.
Manually assigning cloud permissions wastes hours, as DevOps teams deal with ambiguous role names, endless back-and-forth with requesters, over-provisioned roles filled with unnecessary permissions, and the difficulty of identifying and scoping the exact permissions needed for custom roles.
# We aim to simplify and speed up the grunt work
That’s why we’ve created Targe, although its has very limited capabilities right now - we would love to hear your feedback.
# How it Works?
1. Configure your cloud credentials to enable Targe to access resources in your infrastructure. Currently, Targe supports only AWS.
2. Start an access flow with three major commands ([see an example access flow](https://github.com/Permify/targe#start-an-access-flow-manually))
* `~ % targe aws users` | Grant or revoke access to/from a user.
* `~ % targe aws groups` | Attach or detach a policy to/from a group.
* `~ % targe aws roles` | Attach or detach a policy to/from a role.
3. Preview the access action and complete the access request.
4. (Bonus) Use AI to create an access command to fulfill an access request.
**Looking forward to your feedback!!**
If you have any questions, don’t hesitate to ask. Also if you appreciate our project, please consider giving us a star on [GitHub](https://github.com/Permify/targe). We appreciate your support.
https://redd.it/1hwo0bx
@r_devops
Hi everyone 👋
I’m one of the maintainers of the Go OSS project Targe, an open-source CLI for managing cloud access with AI assistance.
Repository: [https://github.com/Permify/targe](https://github.com/Permify/targe)
# IAM Is the Worst
To give a quick disclosure, we specialize in developing access control solutions.
As we work and collaborate with folks in the IAM space, we’ve repeatedly observed the same challenges, and we’re focusing on addressing them. When I say IAM is the worst, I mean it.
Manually assigning cloud permissions wastes hours, as DevOps teams deal with ambiguous role names, endless back-and-forth with requesters, over-provisioned roles filled with unnecessary permissions, and the difficulty of identifying and scoping the exact permissions needed for custom roles.
# We aim to simplify and speed up the grunt work
That’s why we’ve created Targe, although its has very limited capabilities right now - we would love to hear your feedback.
# How it Works?
1. Configure your cloud credentials to enable Targe to access resources in your infrastructure. Currently, Targe supports only AWS.
2. Start an access flow with three major commands ([see an example access flow](https://github.com/Permify/targe#start-an-access-flow-manually))
* `~ % targe aws users` | Grant or revoke access to/from a user.
* `~ % targe aws groups` | Attach or detach a policy to/from a group.
* `~ % targe aws roles` | Attach or detach a policy to/from a role.
3. Preview the access action and complete the access request.
4. (Bonus) Use AI to create an access command to fulfill an access request.
**Looking forward to your feedback!!**
If you have any questions, don’t hesitate to ask. Also if you appreciate our project, please consider giving us a star on [GitHub](https://github.com/Permify/targe). We appreciate your support.
https://redd.it/1hwo0bx
@r_devops
GitHub
GitHub - fortyfourai/targe: Open-source CLI for managing IAM (Identity and Access Management) operations with AI assistance.
Open-source CLI for managing IAM (Identity and Access Management) operations with AI assistance. - fortyfourai/targe
Book recommendations?
Looking for technical Devops books recommendations to pickup. More so, if they intersect with Systems and Design
https://redd.it/1hwosx6
@r_devops
Looking for technical Devops books recommendations to pickup. More so, if they intersect with Systems and Design
https://redd.it/1hwosx6
@r_devops
Reddit
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Devops Certification roadmap question
Hey, i am working as devops with aws/kubernetes/terraform.
Which one certification i have to focus at the start?. At the end i would like to have all of them.
View Poll
https://redd.it/1hwli1d
@r_devops
Hey, i am working as devops with aws/kubernetes/terraform.
Which one certification i have to focus at the start?. At the end i would like to have all of them.
View Poll
https://redd.it/1hwli1d
@r_devops
Reddit
From the devops community on Reddit
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2. round interview tomorrow for Platform Engineering, what to expect?
Hey there!
I'm a software engineer trying to make a switch into platform engineering, and I've got a second round interview tomorrow which I am both excited and nervous about!
I know the job involves Kubernetes and such and I've been honest in that I have no real knowledge with it but I am taking courses to become as productive as I can from day one. I have some CI/CD experience with pipelines in Azure. My angle in the first interview was that I'm young with decent IT admin/software engineering experience and is very eager to make a switch into platform engineering which seems like a decent middleground between the two fields.
Any recommendations or tips? Much appreciated :)
https://redd.it/1hwsh08
@r_devops
Hey there!
I'm a software engineer trying to make a switch into platform engineering, and I've got a second round interview tomorrow which I am both excited and nervous about!
I know the job involves Kubernetes and such and I've been honest in that I have no real knowledge with it but I am taking courses to become as productive as I can from day one. I have some CI/CD experience with pipelines in Azure. My angle in the first interview was that I'm young with decent IT admin/software engineering experience and is very eager to make a switch into platform engineering which seems like a decent middleground between the two fields.
Any recommendations or tips? Much appreciated :)
https://redd.it/1hwsh08
@r_devops
Reddit
From the devops community on Reddit
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How Do DevOps Engineers Connect with Business Goals?
Hi everyone,
I’m an engineering manager overseeing both application and DevOps teams. I’ve noticed that while my application engineers often align their work with business objectives—like feature delivery, customer impact, or revenue growth—my DevOps engineers seem more focused on infrastructure reliability, performance, and cost optimization.
These are, of course, critical goals, and I deeply value their expertise. But I sometimes wonder: do DevOps engineers generally feel connected to the bigger picture of business outcomes? Or do they see their role as primarily technical, serving as enablers for others to achieve those outcomes?
More importantly, how can I, as a manager, better bridge this gap? Are there ways you’ve seen DevOps teams become more engaged with business goals without feeling like they’re being pulled away from their core responsibilities?
I’m genuinely curious and looking for insights to foster a stronger sense of purpose and alignment across my teams.
Thanks in advance for your thoughts and perspectives!
https://redd.it/1hwrsyw
@r_devops
Hi everyone,
I’m an engineering manager overseeing both application and DevOps teams. I’ve noticed that while my application engineers often align their work with business objectives—like feature delivery, customer impact, or revenue growth—my DevOps engineers seem more focused on infrastructure reliability, performance, and cost optimization.
These are, of course, critical goals, and I deeply value their expertise. But I sometimes wonder: do DevOps engineers generally feel connected to the bigger picture of business outcomes? Or do they see their role as primarily technical, serving as enablers for others to achieve those outcomes?
More importantly, how can I, as a manager, better bridge this gap? Are there ways you’ve seen DevOps teams become more engaged with business goals without feeling like they’re being pulled away from their core responsibilities?
I’m genuinely curious and looking for insights to foster a stronger sense of purpose and alignment across my teams.
Thanks in advance for your thoughts and perspectives!
https://redd.it/1hwrsyw
@r_devops
Reddit
From the devops community on Reddit
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Terminal with blocks feature (like Warp Terminal)
I recently tested Warp terminal, and one feature that truly amazed me is the blocks feature. Each command you execute is stored as a block, allowing you to filter specific lines within that block. It's incredibly intuitive and useful, and I haven’t come across any other terminal offering something similar.
Do any of you know a terminal that has this feature? Or perhaps a way to emulate it?
https://redd.it/1hwtk61
@r_devops
I recently tested Warp terminal, and one feature that truly amazed me is the blocks feature. Each command you execute is stored as a block, allowing you to filter specific lines within that block. It's incredibly intuitive and useful, and I haven’t come across any other terminal offering something similar.
Do any of you know a terminal that has this feature? Or perhaps a way to emulate it?
https://redd.it/1hwtk61
@r_devops
Reddit
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Interview tips for JR position?
I come from a sysadmin background, almost have my BS in computer science and have a few projects with ansible and regular web development projects with CI/CD pipelines built in.
I never formally learned CI/CD or ansible and really only know from messing around with it until it worked.. can anyone offer some tips, common interview questions, or things to brush up on to help me pass this interview?
https://redd.it/1hwxvj5
@r_devops
I come from a sysadmin background, almost have my BS in computer science and have a few projects with ansible and regular web development projects with CI/CD pipelines built in.
I never formally learned CI/CD or ansible and really only know from messing around with it until it worked.. can anyone offer some tips, common interview questions, or things to brush up on to help me pass this interview?
https://redd.it/1hwxvj5
@r_devops
Reddit
From the devops community on Reddit
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Digital Ocean: Good or Bad?
We moved from aws to digital ocean and our first day our servers on digital ocean went down and they keep saying it’ll be back online soon and it has been 20+ hours and nothing. They seem horrible as of right now. Their support keeps sending the same generic email. I also noticed most of their reviews are fake. The real reviews seem to complain about them. What do you guys think? 🤔
https://redd.it/1hwyvjr
@r_devops
We moved from aws to digital ocean and our first day our servers on digital ocean went down and they keep saying it’ll be back online soon and it has been 20+ hours and nothing. They seem horrible as of right now. Their support keeps sending the same generic email. I also noticed most of their reviews are fake. The real reviews seem to complain about them. What do you guys think? 🤔
https://redd.it/1hwyvjr
@r_devops
Reddit
From the devops community on Reddit
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How hard is it to break into the US market as a UK citizen?
Bit of a sensitive topic but with this recent H1B fiasco going on. I've always wondered how people from mainly India are getting these H1B visas but I have yet to meet another British person that has migrated to the states other than the L1 Visa. I have tried myself for a few years now.
I personally have over 5 years experience as a DevOps enginner. Currently do work for a US company but live in Canada and it isn't something they offer. I do apply and hope for the best but i am curious if anyone else has any insight?
https://redd.it/1hwzzct
@r_devops
Bit of a sensitive topic but with this recent H1B fiasco going on. I've always wondered how people from mainly India are getting these H1B visas but I have yet to meet another British person that has migrated to the states other than the L1 Visa. I have tried myself for a few years now.
I personally have over 5 years experience as a DevOps enginner. Currently do work for a US company but live in Canada and it isn't something they offer. I do apply and hope for the best but i am curious if anyone else has any insight?
https://redd.it/1hwzzct
@r_devops
Reddit
From the devops community on Reddit
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Staying or Leaving as "person working there the longest"
I am an engineer somewhere between junior and mid-level and have been with my team for roughly three years. Throughout this time, my team has gone through a series of layoffs, organization restructures, and people leaving which significantly cut our tenured team members. I am now the only IC who is currently working on our team's platform and has worked on it for longer than a year.
I am concerned about being "the person who has been there the longest" as it results in me being the main point-of-contact for our platform despite having more-senior team members (but are relatively newer to our team).
One specific concern is the expectation to spend non-trivial amounts of time on mentorship and knowledge transfer rather than solely on business deliverables and my own professional development. I have shared these opinions to my team and attempted to handoff my knowledge as best I can, but I definitely still feel the pressure to be the "subject matter expert" when our team needs one.
On one hand, I am getting experience in mentorship/soft skills and I get to see how our platform evolves in the long-term, which seems useful as I progress to senior. However, I am worried that this is stunting my technical growth as an IC since I dedicate time to upskilling others rather than focusing on my own technical skills.
I would really appreciate some feedback on my views of this situation. I am unsure whether it is best to stay or leave in my role/company for my long-term best interest.
https://redd.it/1hx1cdj
@r_devops
I am an engineer somewhere between junior and mid-level and have been with my team for roughly three years. Throughout this time, my team has gone through a series of layoffs, organization restructures, and people leaving which significantly cut our tenured team members. I am now the only IC who is currently working on our team's platform and has worked on it for longer than a year.
I am concerned about being "the person who has been there the longest" as it results in me being the main point-of-contact for our platform despite having more-senior team members (but are relatively newer to our team).
One specific concern is the expectation to spend non-trivial amounts of time on mentorship and knowledge transfer rather than solely on business deliverables and my own professional development. I have shared these opinions to my team and attempted to handoff my knowledge as best I can, but I definitely still feel the pressure to be the "subject matter expert" when our team needs one.
On one hand, I am getting experience in mentorship/soft skills and I get to see how our platform evolves in the long-term, which seems useful as I progress to senior. However, I am worried that this is stunting my technical growth as an IC since I dedicate time to upskilling others rather than focusing on my own technical skills.
I would really appreciate some feedback on my views of this situation. I am unsure whether it is best to stay or leave in my role/company for my long-term best interest.
https://redd.it/1hx1cdj
@r_devops
Reddit
From the devops community on Reddit
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Can we give custom response and status code when lambda is throttling.
I'm calling lambda through API gateway(lambda proxy integration), but want to give some custom response when lambda is throttling.
Any possible ways? Through api gateway or anything?
https://redd.it/1hx2m21
@r_devops
I'm calling lambda through API gateway(lambda proxy integration), but want to give some custom response when lambda is throttling.
Any possible ways? Through api gateway or anything?
https://redd.it/1hx2m21
@r_devops
Reddit
From the devops community on Reddit
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Grafana vs Datadog: Cost Comparisons
Recently published blog post with quality examples on Grafana vs Datadog cost considerations. I know a lot of people here have spoken about the high price of Datadog and I was surprised to see how things tilted in favor of Grafana.
Thoughts?
https://www.vantage.sh/blog/datadog-vs-grafana-cost
https://redd.it/1hx2hzc
@r_devops
Recently published blog post with quality examples on Grafana vs Datadog cost considerations. I know a lot of people here have spoken about the high price of Datadog and I was surprised to see how things tilted in favor of Grafana.
Thoughts?
https://www.vantage.sh/blog/datadog-vs-grafana-cost
https://redd.it/1hx2hzc
@r_devops
Vantage
Datadog vs Grafana Pricing Comparison | Vantage
Grafana is a strong competitor to the monitoring and observability features of Datadog for a fraction of the price.
Become a Data Engineer in 2025 - Based on 100 Jobs data!
Happy New Year, everyone! Reposting a combination of 2 of my most upvoted posts last year at the start of the year for those looking to set ambitious career goals in 2025 assuming lot of new people are looking for this info now. After all, there’s no better time to plan your next big leap into Data Engineering!
Top skills in demand -
I analyzed 100 data engineering job descriptions from Fortune 500 companies to find the most frequently mentioned skills. Here are the top skills in demand:
|Skill Group|Frequency|Constituents with Frequency|
|:-|:-|:-|
|Programming Languages|196|SQL (85), Python (76), Scala (21), Java (14)|
|ETL and Data Pipeline|136|ETL (65), Pipeline (46), Integration (25)|
|Cloud Platforms|85|AWS (45), Azure (26), GCP (14)|
|Data Modeling and Warehousing|83|Data Modeling (40), Warehousing (22), Architecture (21)|
|Big Data Tools|67|Spark (40), Big Data Tools (19), Hadoop (8)|
|DevOps, Version Control and CI/CD|52|Git (14), CI/CD (13), Jenkins (7), Version Control (7), Terraform (6)|
|Data Quality and Governance|42|Data Quality (20), Data Governance (13), Data Validation (9)|
|Data Visualization|23|Data Visualization (11), Tableau (6), Power BI (6)|
|Collaboration and Communication|18|Communication (10), Collaboration (8)|
|API and Microservices|11|API (8), Microservices (3)|
|Machine Learning|10|Machine Learning (7), MLOps (2), AI/ML Model Development (1)|
➡️ Excel Sheet with data - https://docs.google.com/spreadsheets/d/1zB6wocrgxNgjWwo6Jkezje0SgJ3PXMIoCEyJwdY-nLU/edit?usp=sharing
➡️ Checkout the full video with explanation of tasks - https://youtu.be/XzqYdCov-LA
4 Month Study Plan -
Month 1: Foundations
DBMS & SQL: Basics of database concepts, querying, and design.
Python: Focus on Python essentials, including libraries like Pandas and NumPy.
Linux: Basic commands and navigation.
DSA: Data structures and algorithms, especially for big tech roles.
Month 2: Key Concepts & Tools
Data Concepts: Topics such as Data Lake, Data Mart, Fabric, and Mesh.
Data Governance: Management, security, and ethics in data.
Spark: Introductory concepts with Apache Spark.
Distributed Systems: Overview of Hadoop, Hive, and MPP systems.
Cloud Services: Options such as AWS, GCP, or Azure.
Month 3: Advanced Topics
Orchestration: Basics of workflow orchestration with tools like Apache Airflow.
Compute: Databricks, Snowflake, or equivalents like AWS EMR.
Containers: Introduction to Docker and Kubernetes.
CI/CD: Tools such as Jenkins and SonarQube.
Streaming: Fundamentals of Kafka.
ETL/ELT: Tools like dbt and Talend, along with architecture basics.
Terraform: Code-based infrastructure setup.
Month 4: Projects & Portfolio
Build a project portfolio to showcase skills. Examples include:
Bank Data Warehouse
Fraud Detection ETL
Reddit Review Tracker
Retail Analytics
Trip Data Transformation
YouTube Clone
Certifications
AWS Certifications: Cloud Practitioner, Solutions Architect Associate, Data Engineer Associate
Databricks: Data Engineer Associate
Apache Airflow: Airflow Fundamentals
Showcase Your Work
Document projects on GitHub, post on LinkedIn, and network with target companies.
➡️ Full detailed roadmap - https://youtu.be/5b4CIon\_1pY
➡️ For best certifications checkout: https://youtu.be/cfBoR6VY6Rw
Hope you found this helpful, I will try my best to add value to you this year as well, let's kill it fam! 🤝
https://redd.it/1hx3s1w
@r_devops
Happy New Year, everyone! Reposting a combination of 2 of my most upvoted posts last year at the start of the year for those looking to set ambitious career goals in 2025 assuming lot of new people are looking for this info now. After all, there’s no better time to plan your next big leap into Data Engineering!
Top skills in demand -
I analyzed 100 data engineering job descriptions from Fortune 500 companies to find the most frequently mentioned skills. Here are the top skills in demand:
|Skill Group|Frequency|Constituents with Frequency|
|:-|:-|:-|
|Programming Languages|196|SQL (85), Python (76), Scala (21), Java (14)|
|ETL and Data Pipeline|136|ETL (65), Pipeline (46), Integration (25)|
|Cloud Platforms|85|AWS (45), Azure (26), GCP (14)|
|Data Modeling and Warehousing|83|Data Modeling (40), Warehousing (22), Architecture (21)|
|Big Data Tools|67|Spark (40), Big Data Tools (19), Hadoop (8)|
|DevOps, Version Control and CI/CD|52|Git (14), CI/CD (13), Jenkins (7), Version Control (7), Terraform (6)|
|Data Quality and Governance|42|Data Quality (20), Data Governance (13), Data Validation (9)|
|Data Visualization|23|Data Visualization (11), Tableau (6), Power BI (6)|
|Collaboration and Communication|18|Communication (10), Collaboration (8)|
|API and Microservices|11|API (8), Microservices (3)|
|Machine Learning|10|Machine Learning (7), MLOps (2), AI/ML Model Development (1)|
➡️ Excel Sheet with data - https://docs.google.com/spreadsheets/d/1zB6wocrgxNgjWwo6Jkezje0SgJ3PXMIoCEyJwdY-nLU/edit?usp=sharing
➡️ Checkout the full video with explanation of tasks - https://youtu.be/XzqYdCov-LA
4 Month Study Plan -
Month 1: Foundations
DBMS & SQL: Basics of database concepts, querying, and design.
Python: Focus on Python essentials, including libraries like Pandas and NumPy.
Linux: Basic commands and navigation.
DSA: Data structures and algorithms, especially for big tech roles.
Month 2: Key Concepts & Tools
Data Concepts: Topics such as Data Lake, Data Mart, Fabric, and Mesh.
Data Governance: Management, security, and ethics in data.
Spark: Introductory concepts with Apache Spark.
Distributed Systems: Overview of Hadoop, Hive, and MPP systems.
Cloud Services: Options such as AWS, GCP, or Azure.
Month 3: Advanced Topics
Orchestration: Basics of workflow orchestration with tools like Apache Airflow.
Compute: Databricks, Snowflake, or equivalents like AWS EMR.
Containers: Introduction to Docker and Kubernetes.
CI/CD: Tools such as Jenkins and SonarQube.
Streaming: Fundamentals of Kafka.
ETL/ELT: Tools like dbt and Talend, along with architecture basics.
Terraform: Code-based infrastructure setup.
Month 4: Projects & Portfolio
Build a project portfolio to showcase skills. Examples include:
Bank Data Warehouse
Fraud Detection ETL
Reddit Review Tracker
Retail Analytics
Trip Data Transformation
YouTube Clone
Certifications
AWS Certifications: Cloud Practitioner, Solutions Architect Associate, Data Engineer Associate
Databricks: Data Engineer Associate
Apache Airflow: Airflow Fundamentals
Showcase Your Work
Document projects on GitHub, post on LinkedIn, and network with target companies.
➡️ Full detailed roadmap - https://youtu.be/5b4CIon\_1pY
➡️ For best certifications checkout: https://youtu.be/cfBoR6VY6Rw
Hope you found this helpful, I will try my best to add value to you this year as well, let's kill it fam! 🤝
https://redd.it/1hx3s1w
@r_devops
Google Docs
What do Data Engineer actually do? Based on 100 jobs!