German vs Japanese vs French for an AI engineer

I'm from India and currently a GenAI Engineer with ~1.5 years of experience. I also build AI/SaaS products.

I'm planning my long-term career and want to spend the next few years learning one language that could complement my tech career and potentially help me work abroad.

I'm stuck between:

🇩🇪 German
🇯🇵 Japanese
🇫🇷 French

My priorities are:

  • Career opportunities in AI/software
  • Long-term career growth
  • How useful the language is professionally
  • Quality of life and work culture
  • Whether the language actually makes a significant difference for foreigners

I'd love to hear from people who have actually learned and used these languages, especially people working in tech.

Which would you choose in my situation, and what made you choose it?

What are the biggest advantages and disadvantages you discovered after learning it?

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u/michaelkillgta — 2 days ago

[IWantOut] 23M GenAI Engineer India -> Germany\Japan\France

I'm 23M from India and currently a GenAI Engineer with ~1.5 years of experience. I also build AI/SaaS products and have worked on some large projects.

I'm considering moving abroad in the future and I'm currently trying to decide between Germany and France. I'm also thinking about spending the next 2–3 years learning the local language.

My main priorities are:

  • AI/software career opportunities
  • Long-term career growth
  • Salary and ability to reach senior/lead roles
  • Work culture and quality of life
  • How important the local language actually is for tech jobs
  • Experience as an Indian professional

I completed my engineering degree in 2025 and have one remaining backlog that should be cleared within the next 2 months.

I'd really like to hear from people who have actually lived or worked in Germany or France, especially in tech/AI.

Which would you choose in my position, and what are the biggest advantages and disadvantages of each?

I'm looking for real experiences, not generic internet advice.

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u/michaelkillgta — 2 days ago

Shirtless on the terrace, unexpected eye contact, and a very awkward apartment moment

I live in my hometown with my family, and at home I'm usually shirtless. Whenever I step outside the apartment, I always wear a T-shirt.

Here's what happened.

Our apartment has a common terrace. For more than 2 years, nobody lived in the penthouse, so I got used to going up there just to hang or collect clothes without thinking much.

Recently I had to rush to Hyderabad because of an emergency. Before leaving, I went upstairs to collect some clothes. I had absolutely no idea new tenants had moved into the penthouse.

The moment I stepped onto the terrace, one uncle started shouting at me. He told me not to come there like that because he has three daughters (or three girls around my age, I'm not exactly sure). He was really angry.

I didn't argue. I picked up the clothes and came straight back down.

For a few minutes I was furious and honestly felt like confronting him. But after calming down, I thought about it from his perspective. This isn't my own apartment, we're tenants too, and he probably reacted as a protective parent. So I decided to let it go.

Then something happened that completely caught me off guard.

Later I was standing on the third floor, talking to my friend on the phone. One of the girls from the penthouse was walking downstairs. She looked at me once, then again, and while going down she kept turning back and looking at me multiple times.

A little later, she was sitting on the back of the uncle's bike as they were leaving. Even then she looked at me, and as the bike started moving she turned back again and we ended up making eye contact for around five seconds.

I was genuinely surprised because after all that shouting from her uncle, I expected the complete opposite.

That five seconds somehow had me smiling for the rest of the day.

Looking back, I think the uncle wasn't completely wrong. He didn't know me, and from his point of view he was just protecting the girls. I just wish he'd spoken normally instead of yelling.

Has anyone else had an awkward apartment misunderstanding like this that somehow turned into a memorable day?

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u/michaelkillgta — 18 days ago
▲ 13 r/agentdevelopmentkit+1 crossposts

I finally understood why DiffusionGemma can be much faster than traditional LLMs

After reading Google's announcement a few times, this is the mental model that made it click for me:

Traditional LLMs are like a typewriter.

They generate:

"The" → "The cat" → "The cat sat" → ...

One token at a time.

DiffusionGemma feels more like drafting an entire paragraph at once and then repeatedly refining it.

So instead of generating:

Token 1 → Token 2 → Token 3 → ...

it does something closer to:

Draft 1 → Draft 2 → Draft 3 → Final Answer

My understanding is that the main advantage isn't that it reads PDFs differently. The big change is in how it generates the output.

Is that a fair mental model, or am I oversimplifying something important?

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u/michaelkillgta — 2 months ago

Feeling intense pressure at work… but I still love what we’re building. Anyone else relate?

I’m 22, turning 23 next month. I came from a tier 3 college and somehow within one year I ended up leading AI-related work in my company. Sometimes that still feels unreal to me.

My job gives me both excitement and pressure at the same time. There are days where I feel appreciated, and other days where I feel humiliation, extreme expectations, and constant pressure to deliver fast. I’ve had opportunities to leave, but something keeps pulling me back to this company.

The reason is the kind of problems we work on. The leadership thinks very futuristic. They focus on problems that may not bring money today, but could become huge in the future. That mindset genuinely inspires me.

One example: I’m very strong with agentic AI systems and rapidly evolving AI tools. I can quickly understand new frameworks/tools and turn them into real product features. Recently I got a chance to lead a new project, and for the past month I’ve been building an education platform with agentic AI features, full stack architecture, databases, workflows, everything.

Things are going well technically, but mentally it feels heavy sometimes.

Because I’m moving fast and handling a lot, my brain feels “always on.” Even at the gym, I keep thinking about work, architecture decisions, AI workflows, product ideas, deadlines, and conversations from the office. Sometimes I feel like my mind forgot how to switch off.

I know pressure is normal in ambitious environments, but I wanted to ask:

How many of you are in jobs where you feel high pressure constantly, yet still don’t want to leave because you believe in the work or the opportunity?

How do you handle it mentally without burning out?

If anyone has gone through something similar, especially in startups/AI/full stack roles, I’d genuinely like to hear your experience or guidance. 🌱

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u/michaelkillgta — 3 months ago