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Data Science & Analytics

Hi Everyone Over the past 1 year I have learning data analytics skills and during this journey I have built a portfolio of projects which showcases my skills in data analytics. Now, I am actively seeking job opportunities in this field. I would love your feedback on my resume does it effectively highlight my skills Also, what additional skills do you recommend I learn to enhance my profile ?

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I’ve been working at a small startup for the past 3 years, with just 3 other employees and my boss. I sit right in front of her, and over time, we became close, almost like siblings. I automated a lot of my tasks, so my work became pretty straightforward...I just input some variables here and there, and I’m done. Over the last year, my boss started asking me how I did all of that, and she wanted to learn it herself. Since we were so friendly, I didn’t think much of it and happily taught her everything I knew. This morning, she sat me down and told me that to cut costs, she needed to let me go and take over my role. She asked if I’d be willing to do a once a year consulting gig to check her work. I didn’t really know how to respond. She said it kindly, so I stayed calm and matched her tone, but now I feel like I’ve made a mistake, and I’m left without a job.

I trained my manager and now she no longer needs me.

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I am on my 4th job that I just joined a month ago 
I am 20
My first job was 6 months internship 
Second job was 2 months internship and 8 months permanent 
Third job was 6 months permanent (they turned the team into freelancers and tbh I felt the company won't last long)
Now the thing is I have been wanting a break for a long time not being able to enjoy stuff really effecting me mentally my friends go out have fun when I am stuck working not just that companies I have worked for so far made me work on Sunday, said sat will be off than switched up later I also want to learn more stuff not being able to while working but I feel like the current company I am working was is paying me well (8lpa), it's a senior role and WFH if I leave another won't come by if I don't leave than how will I learn and be able to get more opportunities in future (and the biggest point is that I am feeling suicidal cause of some stuff in my life) not sure what to do plz help 😥

I need advice

Passout 2018 as Electrical Engineer.
July 2018 - Jan 2021 Prepared for Govt jobs.
Jan 2021- Mar 2024, small size company, 3.2 yoe as Data analyst. EXCEL Nly.
April 2024 - July 2024, internship,Sales Associate. Excel, powerbi, sql.
August 2024 - Jan 2025, Acquired Skills for Business Analyst got Certified from Microsoft-LinkedIn Program, Applied for various positions in those 6 months but no response.
1 Feb 2025 - till now working as purchase manager in small electrical company. Price analysis, negotiations, Excel, and cost savings.
My Skills: Sql, Python, Advance Excel, Jira, UML, BRD.
I did not want to waste my time further. That's why I joined this company as this job requires analysis.
I want a job where pay, timings, and perks are stable. 
advice me where to go.
What position and which industry should I go for? Do I need to do any certifications. And what should be my salary expectations.
How can I use my data analyst experience in the field of purchase.

Analysis Paralysis

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Engineering - Software & QA

I am currently holding 9 years of IT experience in QA Automation and Testing. I have experience in testing and developing automation frameworks for API and UI. Also, I have experience in performance testing using JMeter. In my current organization I am getting 21 LPA with 2.5 years completed. What should be the market price or what is the maximum CTC I can expect if I switch now??

Trying to switch holding 9 years of experience

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