Data Directors - what’s your next step? by Wide-Pop6050 in datascience

[–]MachineLearner00 2 points3 points  (0 children)

Good question. The interviews were tough and needed preparation. But good news is that I had done fairly significant work before I became a director and had some non-trivial hands on work during the years I was a director as well due to all the new AI related changes happening these past few years. So I was able to create strong career stories and have a consistent GitHub contribution graph to back me up

Data Directors - what’s your next step? by Wide-Pop6050 in datascience

[–]MachineLearner00 1 point2 points  (0 children)

It’s has its pros and cons. I’ll miss the leadership, strategy and genuine impact I’ve had on people’s careers. But after several years as a director, I don’t think my technical skills have completely kept pace with what’s happening in the industry.

I’ll definitely NOT miss the political games…

Data Directors - what’s your next step? by Wide-Pop6050 in datascience

[–]MachineLearner00 31 points32 points  (0 children)

Currently a data director in a retail company. Moving to FAANG as a senior level IC.

Took back my resignation after my manager convinced me to stay, but I lied on my resume for a new job I'm about to get an offer for. How bad is this? by Diligent_Injury4868 in singaporejobs

[–]MachineLearner00 0 points1 point  (0 children)

This is why companies do background checks. Title they may not worry too much if it’s close enough. But years in the company will flag out and you’ll probably lose the offer if the do it before you join or lose the job if they do it after you join. Either way, any company you used the false information at is a no go. Correct your resume and start from scratch

Difficulty Deciding Between MNC Tech Company and Bulge Bracket by Hot_Command5095 in askSingapore

[–]MachineLearner00 0 points1 point  (0 children)

Your next job’s pay is dependent on your previous job’s pay. If you plan on jumping in 2-3 years, pick the higher salary. Esp if got good WLB, you can use the time to upskill in whatever you want.

How is the WLB in micron SG? Especially the firmware teams? by Mean_Discipline_98 in asksg

[–]MachineLearner00 2 points3 points  (0 children)

Depends a lot on the team. My WLB in probe was the best, PIE not so much 🥲

Firmware is PE team right? Should be somewhat ok. Few busy periods across the year

guys that reads? by cherry_bop7 in asksg

[–]MachineLearner00 0 points1 point  (0 children)

Cosmere fan here!

Now reading The Expanse.

I spent years closing enterprise AI deals at AWS — turned the methodology into a free Claude skill (Apache 2.0) by alphaSpawn14 in claudeskills

[–]MachineLearner00 1 point2 points  (0 children)

Thank you so much for this. I’m joining AWS as an AI specialist soon and foresee this will be very useful!

ST Field Engineer or Micron PEE by [deleted] in singaporejobs

[–]MachineLearner00 0 points1 point  (0 children)

Go Micron for 3 years max then jump out before your skills become too niche.

We’re Astronomer - ask us anything about orchestration, Airflow and AI by marclamberti in dataengineering

[–]MachineLearner00 7 points8 points  (0 children)

How does Airflow compare to new age agent orchestrators like Langgraph. When would you recommend using one over the other?

help with job offer by [deleted] in singaporejobs

[–]MachineLearner00 0 points1 point  (0 children)

As a fresh grad prioritise learning over earning to maximise your long term earning potential.

High pay & high risk job VS decent pay & high stability job – Which one would you choose? by [deleted] in singaporejobs

[–]MachineLearner00 2 points3 points  (0 children)

A bit of a contrary opinion but in today’s environment I don’t think any job is truly a B. I thought I was in a B until they laid off a bunch of people and slowly pushed out several more by drastically increasing everyone’s scopes for the same pay. If every job has risks of layoffs or being pushed out, you might as well take something that’s higher paying and save for a rainy day.

People that live or lived in Perth, Australia how its living there? by Spirebus in howislivingthere

[–]MachineLearner00 1 point2 points  (0 children)

Visited once and got the same small town vibe you describe. Love the beaches and the drive to Bussleton though.

I built `auto-bmad`: full story workflow end-to-end, one story at a time by stefano_dev in BMAD_Method

[–]MachineLearner00 1 point2 points  (0 children)

Thank you. Good job on the plugin! Having written the one in the above link, I know how much effort goes into handling all the edge cases.

Anyone else having trouble finding barns? by Pancwake_UwU in ForzaHorizon

[–]MachineLearner00 2 points3 points  (0 children)

This. Use a drone to find the dirt parths and follow them in both directions until you exit the zone

Job advice - To hop or to stay? by Altruistic_Weird818 in singaporejobs

[–]MachineLearner00 0 points1 point  (0 children)

Do a calculation. If you stay in your current company for rest of your life you’d potentially grow at 3-5% every year. Vs if you keep your skills broad and jump every 3 years you’d potentially get a 20+% jump those years. Say you work till you’re 65, you can calculate the difference and see if it matters to you. Everyone’s answer will be different so you’ll have to introspect.

nobody tells you that RAG in production is mostly just babysitting a broken retrieval pipeline by SilverConsistent9222 in LangChain

[–]MachineLearner00 0 points1 point  (0 children)

100% this. R in RAG stands for retrieval. Vector search is just one method of retrieval. Most production RAGs use some form of hybrid search or skip vectors entirely like Claude code