I’m a junior DS trying to figure out which technical path is worth specializing in long-term. It seems like being “full stack” isn’t really realistic anymore and there's conflicting advice: some say focus on cloud and software skills, others say tools change too fast and business context matters more. With AI changing everything so quickly, I’m wondering which of these areas is likely to stay the most relevant and employable. Would love to hear how others chose their focus — or if I’m overthinking this altogether.

How long do offers vs rejections take post interview ?

I have been having a few emails exchanges with a recruiter and he said that based on my experience, I could start as a Level 6. What is this? Is this truly a SM role? Is this a consulting role?

How is the job security and wlb in brillio, can someone suggest the pro and cons for silicon valley bank project..

What are typical TCs for Associate and Senior Associate roles at small (under 200M AUM) in London and / or DACH?

Which Mckinsey office in the Middle East is hiring? Does Dubai office still hire experienced hire now?

Planning to exit tech firms as a mid to senior level roles. What are some possible sources I can reach out at to make this happen?

As everybody tells u will get more offers during the last one month of notice.

My scenario is i have decent offer but i dont like to join there because of location issue and im looking for jobs in new tech where i have less exp.

Considering this even though if i have less knowlege and if i perform a decent interview process will i get offers at the last moment?Is the offers during the late notice is given based on as he can join early even his performance is average during interview. Pls share

Is there anyone who completed the last SHL test and is waiting for the result or call back from HR. For me it's almost a week now after completing the last SHL test but no reply from HR.

Note: Completed all the rounds and documents are also submitted.

Please share here if anyone faces the same situation or any relevant scenario.

What does an Engineering Project Manager with over 6 years experience get paid at GHD consulting ?

30 m ny/nj. US citizen. Moved as a teenager. INTJ. Single since I figured I’m not fighting the biological clock and have all the time in the world to meet someone and get settled. Things changed after I watched Akshay’s mom (Indian Matchmaking) tell him even 25 is too late and not marrying somehow messes up lives of people around him. While the show was staged, there might be truth to the latter part.
Looking for F in ny/nj. Personality: NOT Aparna. NOT Nadia but def more Nadia than Aparna.🙏

I prepared a presentation for an interview with a sales leader, it went well and I was offered a final interview with regional manager. The sales leader I interviewed with gave me a bunch of feedback, but said to find out information about tech stack, which I for some reason, didn’t consider. I come to find out that deep, hidden within the website of the hypothetical client, they use the service already. Do I roll into the final interview and play dumb or do i present and then come clean?

Hello All, I am moving back to India from Abroad. I work in a Semiconductor lithography company and have experience as an Agile Product Owner (HW) . I am open for new challenges in India.

YOE : 6
Education : MS Mechanical

Any referral is much appreciated. Looking forward to your DM.

#hardware #semiconductor #productmanagement

I'm up for election next year. Kind of feel like I'm in Squid Game right now.

I've signed on to this, I'm really close to the end, but at a certain point I feel like I just want to check out of the game (and go in-house or something).

Can I afford a $1.5M primary residence with a ~$9,000 monthly payment after 20% down if my household monthly take home is ~$25,000 (with another $50k in annual bonus)? No debt other than monthly credit card bills. Am I being irresponsible? Will I struggle month to month?

I pray every night that the future of the workforce is actually hybrid and that word ‘hybrid’ isn’t just a buzzword 🥺

Hi Fishes,
Please refer Me for PM roles in Microsoft

First post, not sure if this is the best bowl to use but here goes. I’m wondering if anyone can share a bit about their experience working at MongoDB. I have seen they are hiring for many roles and am curious to hear about their experience. In particular, I would like to hear about software engineer roles. Currently I work on database engine C++ code and have seen some roles that indicate continuing down this stream would be possible with my skillset.

This bowl is crickets and I think we should make it much bigger. Anybody have any ideas how to get more people in his bowl?

I like to pursue in the data science field. I have business Analyst experience but to switch to data science field could you guide me on what should I learn? Where should I start?

I have a JP Morgan code interview happening soon for a data science position. Anything I should know before I get started?

There is a MS program in Data Science at CUNY SPS. I am considering to take that program or do the CFA. Does anyone have any insight about the program?

Does anybody here do any side work for extra income using their data expertise? I would love ideas that I could do from ~5-15 hours a week. Tutoring is the only thing that comes to mind immediately. Thanks in advance!

Senior to Manager-level Data Scientists, what is the minimum set of skills and experience you require someone to have in order to train them to be a Data Scientist?

I have a handful of people from BI and Marketing who want to learn how to be a "Data Scientist" where some of them have stronger SQL knowledge and ability than others, but some of them have more exposure to languages like Python and R, and a little bit of machine learning exposure.

Appreciate the input in advance.

What is the market like for entry level data scientists/ data analyst. I have a graduate certificate in data science and have spent the last 27 years as a mainframe dev so I have great SQL skills.

Where are good companies to apply for to get into data science? My offer right now for data science in the big4 is only 66k and I definitely can’t go that low. Industrial engineering background with experience in analytics.

How do you know your value? Throughout my 10 yrs of being in a professional setting, I've had colleagues from various places of employment say, I don't think you know your worth. You're under valued, etc. What exercises/tools have helped you realize your worth and effectively advocate for it? TIA!

Here is my go-to interview question, "What is the difference between data science and data analytics?"

What questions does everyone else include when interviewing or is the best question you've been asked in an interview?

Does anyone here have experience building product analytics? I am the first product analyst in my team and I work with approximately 6 PMs. Any help is appreciated

Can anyone please share what salaries for Data Analysts are like in Bangalore, India for someone with about 2-4 years experience? Roughly how much per year can Data Analysts for large organizations expect to make?

I’ve got about 20 years cross channel experience in marketing, split between big brands and startups, and I’m considering pivoting into a data science/data analyst role. I know it will initially be a step back in comp but is it at all realistic for a person with certificate level experience in data analysis but a decent marketing management background to expect $150-200k comp or is that mostly for degreed candidates (or not realistic at all)? Any guidance here is greatly appreciated.

Good morning, hope everyone is having a great week! Does anyone have any advice on breaking into an analyst role? I am currently a Senior Customer Success Manager, with a background in Operations/Process and Project Management as well. I have always enjoyed the analysis pieces of my roles and would love to expand my skills to show how qualified for a position in data analytics. Thank you in advance for the help!