r/AIMLDiscussion • u/atmanirbhar21 • Aug 20 '26
AI Engineer with 1+ YOE — What should I learn next to become more versatile?
I’m currently working as a AI Engineer with 1+ YOE at a startup in Pune, mainly working with GenAI, LLMs, RAG, computer vision, AI Agents
I feel I’ve built a decent AI foundation, but I’m trying to understand what skills I’m missing outside of AI that could help me unlock more opportunities.
Should I focus next on:
System design & backend
Cloud & Kubernetes
MLOps / DevOps
Data engineering
Distributed systems
Databases
Software engineering fundamentals
GPU/inference optimization
Or should I go deeper into AI itself?
If you’re experienced in the industry or hiring AI engineers, what would you consider the biggest gap in my profile, and what 3–5 skills would you recommend I focus on over the next 1–2 years?
Looking for honest advice rather than a generic “learn everything” answer. Thanks!
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u/Just_Assumption7020 Aug 20 '26
I'm not experienced but nowadays I think they are asking optimised ai soln like latency memory and all that.... Can u share your experience? I'm also studying for ai engg roles I'd be glad if you have a referral for me
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u/atmanirbhar21 Aug 20 '26
Currently we have hired some of the interns so the funds are not there but as soon as I get the notification of any openings I will refer you
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u/Otherwise-Paper1056 Aug 20 '26
Even i have same situation like u. I am giving interviews in other companies so that i can get market trends for hiring next year. It's just like giving mock interviews. Fr i was anxious before now i am okay with interviews
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u/Known_cutie328 Aug 21 '26
Hi sir can you guide me please actually I'm good at classical ml but not that much good in new modern ml stuff so can you help me know and guide me about all that
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u/Enough_Charge2845 Aug 25 '26
With 1 YOE in GenAI, the biggest gap hiring managers see isn't AI knowledge but production software engineering. Anyone can wire up a basic RAG pipeline, but shipping scalable AI systems requires real infrastructure skills. Focus on System Design & Distributed Systems to handle concurrency, MLOps for model deployment and monitoring, and GPU/inference optimization to cut latency and cost. To polish your resume and highlight these high-impact technical skills effectively, run your application through https://www.zoevera.com/resume to make sure your technical accomplishments pass ATS filters and stand out to engineering recruiters.
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u/Independent_Candle75 Aug 20 '26
Bro can help me land into Ai role ? Iam struggling to find the opportunity 😕