How should I move to tech as a ML Engineer? How did people here make the transition?

likehelpful
Posting as :
works at
You are currently posting as works at

I'll let you know in a couple years. Pursuing a CS masters is the first step I took

The degree is 10 courses so about 20months if you take 2 courses per semester. They do request some formal CS coursework like algo, systems but they're usually pretty lenient if you have a STEM degree.

nirvacana.com/thoughts/2013/07/08/becoming-a-data-scientist/

What background do you have?

Typically an MS or Ph.D in CS + 10-15 years of experience

@ZS1 10-15 years of experience? That sounds wrong to me.

That is wrong. This field has barely been around for 15 years.

Related Posts

like

Currently certified in AWS (CCP, SAA, and Security) and GCP (Security Engineer and Cloud Architect).

Any recommendations on Azure certs to pursue?

like

Need suggestions: A newbie in ERP, Want to push for a cert to be specialized, but unsure which one to pursue that is worth the money and time:
Oracle, SAP, Salesforce, Workday

Please explain why whichever system suggested is the best choice!

likehelpful

Looking for a PwC referral. My current company has been great but we were acquired by a start up PE firm a year ago and I feel like the acquisition is starting to hinder my growth. I have 3 years experience in strategic sourcing and procurement transformation, initially starting as an intern. I want to continue advancing my career but feel stuck. Trying to give this company a chance but see an opportunity at PWC I think I would be a great fit for. Any advice?

like

So l just started a new job (I work in
higher Ed) but I would like another
stream of income. I am interested in
adjunct faculty but I find it so hard to
get into and I think it's because of
experience teaching. Can anyone be if help with landing an online adjunct position for teaching college readiness or success? I think to start my teaching journey that type of course would be best.

like

Anyone know anything about trying to work in house in certain industries? I’d like to move into media (publishing, entertainment, etc.) because I don’t want to stay in law forever but am having a hard time connecting to the right people

like

My old employer asked me if I wanted to come back to the company as a manager. The pay will likely be much better and the position holds more responsibility than I’ve had before, so overall it would be a step up. The issue is I left the company because of an abusive manager who constantly put me down and made me feel like I wasn’t doing anything right. If I come back I’d be working under her again. I’m torn because the opportunity is great but the stress was awful. Continued in comments…

likesmart

What do you wish you had known before becoming a manager?

like

Interested in eventually exiting into wellness tech.... what are the best consulting firms to start at?

like

Hello All. I have 7 years of work exp in Data analytics & Data engineering team. Right now managing a team of 12. Will PMP certification help in career growth ? Needed some view points.

I have received an offer from Mphasis but client is DXC ...is it a good option to consider. Are there chances to get development. Stack - .net angular

like

*Keeping an eye open for new opportunities*
I have my Bachelor's degree in Healthcare Administration along with 13 years of experience in healthcare. My experience ranges from medical coding, biller/AR specialist, patient financial advocate, and since 2019 my role is in the Quality department as a health care data analyst.

like

I’m looking to transition from my current sales role (purely operational) to a more creative/strategic role that involves public speaking/facilitation. Have some experience in sales development (mainly business development & strategic advice to C-level), branding/marketing, facilitation (as a side-job) and working with content creators.

I’m new to this space so not sure about what kind of roles there are?

like

Advice on taking the SHRM-SCP exam? I’m taking the exam tomorrow and not feeling as prepared as I should. Who has taken the SCP exam? How difficult did you find it?

like

What is the best way to transition from insurance defense to criminal defense? I’ve been working in ID for about a year and have never been more bored in my life. I want to be challenged and do interesting work, but I’m not sure how to get started with no experience. Currently living in Chicago.

Have any of you pursued a graduate certificate in cyber security? If so, did you find any value in it? I currently have Bachelors and Sec+. I’m looking to obtain my AWS CCP in the few coming weeks and was looking for what to get next. I entertain the idea of continuing to pursue my education but I don’t want to incur too much debt with a masters.

like

Can someone give me some insight on the CAMS prep process and exam? Time frame, rigor etc?

How to get a network engineer job in FAANG companies? Please share your suggestions.

like

At McK does integrative = generalist? Or are practice aligned consultants also integrative

like

What’s the difference between a corporate financial analyst versus a financial analyst at BAH? I’m assuming the corporate position is an internal role; is that generally viewed as a tier below anyone client facing in terms of salary and career progression?

like

More Posts

How much variable pay percentage on CTC in HCL for Teach Lead position

Wondering potential exit ops for a PM in financial services. Fintech seems like a clear path, but wondering if I’d be a contender for FAANG-like companies as well?

like

Selling a Tresanti standing desk (see photo). Listing at $275 but negotiable. Like new condition, owned for less than 2 years. Features: Adjustable height desk (height range 29.4 in - 47 in), complete with 2 USB ports, wireless charging, storage drawer, and other features! DM if interested!

Post Photo
like

What’s the ideal YOE in strategy consulting to hop to a PE firm? 2?3? Out of UG if that helps

First year (ug level hire) and got email from apple recruiter. Would love to exit to FAANG but not sure I'm ready to leave BCG in my first year but maybe after 2-4. What is best practice?

like

Been reading a lot about how fbook manipulates timelines. Started an experiment where I'm liking post I wouldn't normally like. Kinda excited to see how it turns out 🤓. Has anyone done this before?

like

Hi , wanted to get some feedback on following position offer in New Jersey area
Senior Manager for pricing startegy
I have 4 and half years of related experience,Masters degree
Base salary offer at 150k, 21% SPI and 10% LTI
How much room I have for negotiation, whats the fair market rate for this level?

like

How to look for job change with 3 months notice period since every HR is looking for immediate or within 30 days joiner only.

like

Subject matter experts rescuing the day

Post Photo
like

Possible to pass BEC in two weeks?

like

Can everyone tell if they used to receive gift on diwali? This year I haven't got anything

like

You talking to me?

Post Photo
like

Hello, Am confused with a few optns in my career growth. I have 2 offers in hand 1 from a tier 3 or tier 4 comp nt a start up. They're offering me a good package with so many career benifits like an onsite, opportunity, certification n good technology exposure. Another offer frm a reputed comp a tier 1 comp not an expectd package n benefits.
Few of my frnds are suggested if i choose a small company my opportunities in future will narrow down when compared to a reputed. Pls can someone help here?

I just started a new job and am about to be 36. I want to start a family but I feel like I should be waiting due to this new job. However I don’t want to miss out. I’m thinking about freezing my eggs

like

Any Marsh fish willing to refer? I can provide more details in DM. Thanks!!!

like

Looking for SAP ewm jobs in non-service based companies....any refferals ?

like

I am trying to do a backdoor roth but have about 60k sitting in traditional IRAs. I also currently live in NYC, would it be best to rollover everything into 401k, then do backdoor?

like

Had my sapphire preferred for 4 years. Can I downgrade to a freedom today and re-apply for a sapphire after a couple weeks to get a new bonus?

like

Looking for an investment advisor who is 1) a fiduciary 2) has a CFA/CFP/CPA or some combination thereof. No exceptions. DC/Baltimore area.
TIA.

like

Anyone looking for a roommate beginning 3/1? 27/M

Additional Posts in Data & Analytics Consultants

So engineers can now automate the writing of basic code, and potentially more complex tasks, by using GPT-3.

For those who are technical: If machines can write code, how are you going to upskill? And what are the best ways make yourself indispensable?

I am not embracing the notion that you shouldn't have to code to do data science. However, I think coding may soon be much less of a competitive advantage.

like

How hard is it to get an interview for SWE at FAANG outside of on campus recruiting? I’m in GT’s OMSCS program right now, hoping to take advantage of career fairs this fall, but I don’t know if I’ll have enough time to prepare for the technical interviews before then. I’m worried about missing out on the recruiting opportunity and having to resort to applying online/LinkedIn afterwards. Any insights into this?

like

What is Accenture’s data scientist interview process like?

like

Single book recommendation for user research?

Goal is interview prep. Ideally focused on applications in tech.

like

It’s been ages since I’ve taken college statistics. Can anyone recommend an online course where I can review and brush up?

like

Folks applying for Data and Analytics roles in the industry at M, SM, D Levels, what technical/functional topics do you prepare for on the Analytics side?

like

Hi! Does anyone know what kind of knowledge is needed to crack the Data Scientist interview at Google?

I'm currently working in Marketing Analytics (primarily using SQL and a bit of pyspark). Apart from mastering SQL, I wanted to know from people working at Google what does it take to get there as a Data Scientist? (I'm very interested in Strategy Ops)

I plan to another 6-8 months in preparation and upskilling myself before I even apply.
Any help and guidance is appreciated! Thanks :)

like

McKinsey & Company Does somebody have experience regarding
compensation differences between
QuantumBlack & McKinsey? I am in the process at
QB and disappointed with the salary that's
proposed. (New grad Data science from top
university applying for London) McKinsey & Company QuantumBlack

like

Any BCG Gamma fish? Can you please share what kind of analytics projects do you guys do?

likehelpful
like

Do any of the top consulting firms have analytics roles (preferably not super technical) that don’t require weekly travel?

Can anyone from Deloitte provide anymore insight to the differences between the Applied AI and Strategic Analytics divisions within GPS? I am in the data analytics and science space and have had two separate recruiters reach out. Thanks

like

In the most unnecessarily complicated phrasing worthy a dissertation, what are you working on this week?

like

Is anyone working with Elastic at DoD?

What are the top sales & marketing metrics that tech companies track? I have an interview for a Data architect role and the data aspect is my strength but need to brush up on the business insight part

like

I am currently working mostly in Data Analytics, but I want to transition into Data Engineering. I've applied to a couple Data engineer positions but it seems I don't have the qualifications for them. Should I maybe look for Jr. Data Engineer positions to get experience and try to move up from there? If so anybody know of any Jr. Data Engineer positions available?

like

Hey! For one of my project, I had to build macro to do data cleansing in excel. However template might change one day to another. Anybody knows good resources I can use to make this a sustainable ...

Does anyone work at EY in their Decision Modeling team? Not asking for answers, but just wondering if someone is able to share what concepts I should be familiar with when prepping for the case study (i.e. do I need to know how to run an LBO or is a DCF sufficient)?



like

Have you ever failed to deliver? What was it and why?

like

My manager continues to ask me to help other teams and do work on other billable projects. I’m sick of it .. and I’m going to explicitly say that no I can’t do it because my hours are taken by the existing project we are doing. Is this appropriate?

like

New to Fishbowl?

Download the Fishbowl app to
unlock all discussions on Fishbowl.
That was just a preview…
Sign Up to see all discussions
  • Discover what it’s like to work at companies from real professionals
  • Get candid advice from people in your field in a safe space
  • Chat and network with other professionals in your field
Sign up in seconds to unlock all discussions on Fishbowl.

Already a user?
Login here

Share

Embed this post

Copy and paste embed code on your site

Preview

Download the
Fishbowl app

See what’s happening in your industry
from the palm of your hand.

A phone with Fishbowl app

Scan your QR code to download
Fishbowl app on your mobile

Download app

Sign up for free to view this conversation on Fishbowl

By continuing you agree to Terms of Use and Privacy Policy

Already have an account? Log in

Sign up for free to continue using Fishbowl

By continuing you agree to Terms of Use(New) and Privacy Policy(New)
Messaging rates may apply

Already have an account? Log in

For account settings, visit Fishbowl on Desktop Browser or

General

Legal