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Hot data science related posts every hour. Chat: https://telegram.me/r_channels
[Official] 2022 End of Year Salary Sharing thread
See [last year's Salary Sharing thread here](https://www.reddit.com/r/datascience/comments/re46xx/official_2021_end_of_year_salary_sharing_thread/).
**MODNOTE**: Originally borrowed this from [r/cscareerquestions](https://www.reddit.com/r/cscareerquestions/). Some people like these kinds of threads, some people hate them. If you hate them, that's fine, but please don't get in the way of the people who find them useful. Thanks!
This is the official thread for sharing your current salaries (or recent offers).
Please only post salaries/offers if you're including hard numbers, but feel free to use a throwaway account if you're concerned about anonymity. You can also generalize some of your answers (e.g. "Large biotech company"), or add fields if you feel something is particularly relevant.
* **Title:**
* **Tenure length:**
* **Location:**
* **$Remote:**
* **Salary:**
* **Company/Industry:**
* **Education:**
* **Prior Experience:**
* **$Internship**
* **$Coop**
* **Relocation/Signing Bonus:**
* **Stock and/or recurring bonuses:**
* **Total comp:**
Note that while the primary purpose of these threads is obviously to share compensation info, discussion is also encouraged.
/r/datascience
https://redd.it/101hxlj
Ploomber Convert: A free online tool to convert Jupyter notebooks to PDF
Hi, r/IPython!
We’re launching Ploomber Convert today, a web-based application that allows data scientists to convert notebooks to PDF, no setup required. We don't store notebooks or PDFs.
Ploomber convert demo
As data scientists, we have to share our work with non-technical colleagues to communicate results. To allow them to read our findings, we've used nbconvert, which enables us to export notebooks to PDF or HTML. Unfortunately, nbconvert requires Pandoc, TeX/XeLaTeX, Pyppeteer, Chromium, and other packages, whose installation is complicated. Members of our community kept asking for help to get all the packages installed so we decided to build something to fix this: Ploomber Convert provides the nbconvert functionality without installing a single package.
Ploomber Convert is built on top of AWS and runs all the necessary packages in a docker container. Since notebooks often contain sensitive information, we do not store any notebooks or PDF files.
Ploomber Convert is free to use. Go to https://convert.ploomber.io, drop your Jupyter Notebook to convert, hit ‘Convert to PDF’, and save it.
We want to make Ploomber Convert the go-to tool for data scientists to turn their notebooks into shareable reports. We’re working on adding support for Quarto, custom CSS templates, export to HTML, and other features. Let us know what else you need!
We’re thrilled to share Ploomber Convert with you! So, if you had difficulties exporting your Jupyter Notebooks or if you have any feedback, please share your thoughts! We love discussing these problems since exchanging ideas sparks exciting discussions and brings our attention to use cases we haven’t considered before!
/r/IPython
https://redd.it/wk93py
[OC] Every € me and my wife earned and spent living in Berlin 2022
/r/dataisbeautiful
https://redd.it/1016zvz
[OC] I pooped 97 times in 2022. +28 than last year!
https://redd.it/101l6sf
@datascientology
23 Beer Glass Types
/r/Infographics
https://redd.it/100jm9q
EU on Kosovo independence
/r/MapPorn
https://redd.it/101bu6u
Per Capita CO2 emissions of selected countries from 1850-2021
/r/Infographics
https://redd.it/1015l5c
[OC] EqualEarth vs WebMercator
/r/dataisbeautiful
https://redd.it/1017pz2
calendar systems in each country.
/r/MapPorn
https://redd.it/101f1bi
Generation Z Perceptions on Brand Activism (16-26)
Hi everyone!
For my masters thesis I'm conducting a research on brands using brand activism as a marketing tactic (brands involving themselves in political debates playing in society). I could really use some help getting the respondents necessary: https://uva.fra1.qualtrics.com/jfe/form/SV\_cTq3C2PrwB5bFUG .
Feel free to leave your survey link behind or send it to me, I'll fill yours in as well!
Thanks!
/r/SampleSize
https://redd.it/101bqp8
E FYI: Statistical Rethinking (2023) by rmcelreath
The first pre-recorded lecture from of Statistical Rethinking (2023) by Richard McElreath (MPI EVA) is available now on his Youtube channel Richard McElreath - YouTube. Pre-recorded lectures will be uploaded twice a week. There is a chance to join weekly discussion, but it is already full at the moment.
The course will be about causal inference and Bayesian data analysis. You can find the course materials on GitHub - rmcelreath/stat\_rethinking\_2023: Statistical Rethinking Course for Jan-Mar 2023.
Last year course's trailer: Statistical Rethinking 2022 - Theatrical Trailer - YouTube
/r/statistics
https://redd.it/1015ekv
Astrophysics background for data science
Hello all, I have a PhD in Astrophysics and 5+ year of postdoc experience from one of the Ivy league University in the US. Have extensively used python and data statistics for my research. Been looking into data science as a career opportunity. Was wondering if someone from the similar backgrounds can share their experiences in this transition. Any advice? I don’t have any industry experience but can I use my academic experience to apply at mid-level data scientists positions? Any advice would be great.
/r/datascience
https://redd.it/10134pi
[OC] Animated GIF showing pPeople with a Wikipedia page by Continent over time 1500 - 1990 (per decade)
https://redd.it/100jltw
@datascientology
Let's share some resources to improve out soft-skills
The beginning of the new year is a great time to learn something new (or to improve your knowledge). Soft skills are extremely important to our career, so I suggest sharing some resources (books, courses, blogposts, etc) to improve them.
Some links from me:
* [https://www.howtodeal.dev/](https://www.howtodeal.dev/) Any large project has a lot of people in different positions working on it. This website gives a broad categorization of them and gives suggestions on how to deal with them;
* [https://www.eviltester.com/post/online-presentation-speaking-tips/](https://www.eviltester.com/post/online-presentation-speaking-tips/) \- suggestions on how to make great online presentations (especially actual in post-COVID world)
* [https://eleganthack.com/presenting-is-performance/](https://eleganthack.com/presenting-is-performance/) \- general advice on making awesome presentations
/r/datascience
https://redd.it/100eea9
My frustrating year of applying to internships (you won't believe what happens at the end!)
/r/datascience
https://redd.it/100adix
[OC] Shrinkflation has hit my Breakfast Burrito last year. This is the last 7 years of Saturday breakfast burrito weight from the same restaurant. I have been tracking them in excel. You can see a covid dip between Jan - Aug 2020.
/r/dataisbeautiful
https://redd.it/101f9o7
[OC] A blanket representing the hourly temperature for 2022.
https://redd.it/101tgnz
@datascientology
The color coding for this graphic
/r/dataisugly
https://redd.it/101ac8t
The Death Penalty - Year and Method of Last Execution in European Countries - colouring based on method
/r/MapPorn
https://redd.it/101hbzu
[OC] The Most Popular Video Game Console In Each State
/r/Infographics
https://redd.it/101sq05
Distance to the nearest National Park [OC]
/r/dataisbeautiful
https://redd.it/101mbsr
[OC] I tracked every hour of my life for 5 years.
https://redd.it/101hvnv
@datascientology
Reddit colors the US (everyone)
https://forms.gle/kVsTxV9hLb1yHkv4A
I made this 4 question form where we will see what color the US is and which one is the most popular. You might wonder why I did this, and the reason is because I was bored and thought it would be a good idea. You don't have to be from the US to color in a county. Let's see what happens
/r/SampleSize
https://redd.it/100smx6
Sober days vs High/Drunk days 2021 and 2022 compared
/r/visualization
https://redd.it/100kemu
D Simple Questions Thread
Please post your questions here instead of creating a new thread. Encourage others who create new posts for questions to post here instead!
Thread will stay alive until next one so keep posting after the date in the title.
Thanks to everyone for answering questions in the previous thread!
/r/MachineLearning
https://redd.it/100mjlp
30 years since the Velvet Divorce of Czechoslovakia
/r/MapPorn
https://redd.it/100kebq
Today Joseph and Mary would have to pass through 15 checkpoints to get from Nazareth to Bethlehem. - MAP
/r/MapPorn
https://redd.it/100j9p4
PyTorch discloses malicious dependency chain compromise
https://www.bleepingcomputer.com/news/security/pytorch-discloses-malicious-dependency-chain-compromise-over-holidays/
/r/datascience
https://redd.it/100o1a3
How can you become a senior data scientist if there are no jobs for juniors
hello, i graduate soon with a computer engineering degree and im checking the specializations with the highest paying salaries (mainly in the uae,ksa and mea) and i stumbled upon data science but as i've read more and more it seems that there are almost no junior level jobs but a lot of senior level jobs, but how does that make any sense if i cant get a junior level job how can i become a senior? unless im mistaken dont u need years of experience to become a senior? and before anyone tells me i understand that i shouldn't choose a career based on money alone but i legit have 0 passion and i love nothing in the workfield atm so this is the most objective thing i can think of and i meant an msc in ds.
/r/datascience
https://redd.it/100ponn