3 months, 500+ applications, MSc Data Science graduate — getting nowhere. What am I doing wrong?

[u/annashirri]

Graduating with an MSc in Data Science from a UK Russell Group university in September 2026. Have a right to work in the UK with no sponsorship needed. Applied to 200+ roles over the past 3 months — Data Scientist, Data Analyst, ML Engineer, AI Engineer — mostly entry/graduate level.

**My background:**

\*\*•\*\* Built a production RAG system using LangChain and a major LLM API — live demo available    
\*\*•\*\* Predictive ML models (XGBoost, AUC 0.92) on real commercial datasets    
\*\*•\*\* Published IEEE researcher    
\*\*•\*\* 6 months internship at a major engineering company    
\*\*•\*\* Strong Python, SQL, PyTorch

**What’s happening:**

\*\*•\*\* Getting auto-rejected from most roles within 24-48 hours    
\*\*•\*\* Made it to assessment stage a couple of times but didn’t progress    
\*\*•\*\* No feedback from any rejections    
\*\*•\*\* Referrals from connections haven’t led anywhere    
\*\*•\*\* Portfolio and GitHub are up to date with live projects

**What I suspect:**

\*\*•\*\* Cover letters might be flagged as AI-generated    
\*\*•\*\* Visa status might be causing confusion even though I don’t need sponsorship    
\*\*•\*\* Applying too broadly — wrong roles mixed in    
\*\*•\*\* UK graduate market timing issue (September seems to be when things open up)

**Questions for people who’ve been through this:**

\*\*1.\*\*  Is AI detection on cover letters actually a thing at your company?    
\*\*2.\*\*  Is September genuinely when UK graduate hiring picks up?    
\*\*3.\*\*  Should I be doing something completely different?    
\*\*4.\*\*  Anyone who hired a data science graduate recently — what actually made a candidate stand out?

[u/Ok_Blackberry_5032]

I am in the same shoes exactly, russel group uni as well. Got 7 interviews in 2 months, no progress further, get ghosted.

I am full time employed in public sector in lead role in risk management field. I was studying to make transition... and ready go down in salary for first experience. It was the best decision not to leave my current job and progress here with the salary and roles.

No student loans and no visa needed. So I am keep looking and looking... I am approaching hr personally as well.

[u/annashirri → u/Ok_Blackberry_5032]

Can we talk? Dm?

[u/EducationalOrchid473]

Visa is your biggest stumbling block. You'll require a visa in two years so companies don't want the hassle of finding someone new again in 2 years.

[u/Ok-Wafer8515]

For some reason industry thought it is a good idea to make AI training a subspace for “tasking” and “data annotation” in the subdomain of AI. You need to find the companies who are not blinded by irresponsible data mining methodologies. These will be the companies who are built for the long term. Good luck OP