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AI/ML Engineer

June 29, 2026

Sektörünün en büyük firmalarından biri olan danışmanımız için; gümrük ve lojistik alanında geliştirilen yapay zekâ tabanlı platformun, modern ve ölçeklenebilir mimari üzerinde hayata geçirilmesi sürecinde görev alacak deneyimli bir AI/ML Engineer arıyoruz. Bu rolde; LLM destekli mikroservis mimarileri, doküman işleme pipeline’ları ve gerçek zamanlı veri işleme bileşenleri üzerinde uçtan uca sorumluluk alacak, ürün ekipleriyle yakın çalışarak AI çözümlerini doğrudan canlı ortama taşıyacaksınız. <h3>Sorumluluklar </h3> <ul><li>Gümrük ve lojistik verileri üzerinde tahminleme, optimizasyon ve anomali tespiti modelleri geliştirmek </li><li>Python 3.12+ üzerinde, async-first mikroservis mimarisi içinde çalışan AI/ML servisleri tasarlamak ve geliştirmek </li><li>FastAPI, SQLAlchemy 2.x ve Pydantic v2 kullanarak üretim seviyesinde API ve servisler oluşturmak </li><li>NumPy tabanlı veri işleme ve feature engineering süreçlerine katkı sağlamak </li><li>Doküman işleme tarafında pdfplumber, pdf2image ve OCR pipeline’ları ile entegre çalışan AI bileşenleri geliştirmek </li><li>LangChain ve OpenAI SDK kullanarak LLM destekli akıllı iş akışları ve servisler tasarlamak </li><li>Model ve LLM tabanlı servislerin test, validasyon ve canlı ortama alma süreçlerini yürütmek </li><li>Gerçek zamanlı veri akışlarına uygun, ölçeklenebilir ve modüler mimariler kurgulamak </li><li>Ürün ve analist ekipleriyle birlikte çalışarak geliştirilen AI çözümlerini kullanıcı odaklı fonksiyonlara dönüştürmek </li><li>Teknik çıktıları dokümante etmek ve teknik olmayan paydaşlara anlaşılır şekilde aktarmak </li><li>Kod incelemelerine katılmak ve ekip içi teknik bilgi paylaşımını desteklemek </li></ul> <div> </div> <h3>Gereksinimler</h3><div> </div> <ul><li>Bilgisayar Mühendisliği, Yazılım Mühendisliği, Yapay Zeka Mühendisliği veya ilgili alanlarda lisans mezunu </li><li>Python ile en az 3 yıl üretim ortamında yazılım ve/veya AI/ML geliştirme deneyimi </li><li>FastAPI veya benzeri async Python framework’leri ile API geliştirme tecrübesi </li><li>Async programlama, event loop mantığı ve ölçeklenebilir servis tasarımlarına hâkimiyet </li><li>NumPy ile veri işleme ve temel feature engineering deneyimi </li><li>RESTful API veya gRPC üzerinden AI/ML servisleri sunma tecrübesi </li><li>Doküman işleme (PDF, OCR, text extraction) projelerinde yer almış olmak tercih sebebidir </li><li>LLM tabanlı uygulamalar (LangChain, OpenAI SDK veya benzeri) ile çalışma deneyimi tercih sebebidir </li><li>Docker/Kubernetes veya benzeri konteyner teknolojileriyle servis yayına alma süreçlerine aşinalık </li><li>SQL tabanlı veritabanları (PostgreSQL, MsSQL vb.) ile çalışma tecrübesi </li><li>Modüler, temiz mimari ve test edilebilir kod yazma alışkanlığı </li></ul> <div> </div> <h3>Avantajları</h3><div style="outline:0px; color:rgb(49, 57, 73); font-family:PuviMedium; font-size:14px; font-style:normal; font-weight:400; letter-spacing:normal; orphans:2; text-indent:0px; text-transform:none; widows:2; word-spacing:0px; white-space:normal; background-color:rgb(255, 255, 255)">-Sağlık Sigortası </div><div style="outline:0px; color:rgb(49, 57, 73); font-family:PuviMedium; font-size:14px; font-style:normal; font-weight:400; letter-spacing:normal; orphans:2; text-indent:0px; text-transform:none; widows:2; word-spacing:0px; white-space:normal; background-color:rgb(255, 255, 255)">-Prim </div><div style="outline:0px; color:rgb(49, 57, 73); font-family:PuviMedium; font-size:14px; font-style:normal; font-weight:400; letter-spacing:normal; orphans:2; text-indent:0px; text-transform:none; widows:2; word-spacing:0px; white-space:normal; background-color:rgb(255, 255, 255)">-Yemek Kartı </div><div style="outline:0px; color:rgb(49, 57, 73); font-family:PuviMedium; font-size:14px; font-style:normal; font-weight:400; letter-spacing:normal; orphans:2; text-indent:0px; text-transform:none; widows:2; word-spacing:0px; white-space:normal; background-color:rgb(255, 255, 255)">-Full Remote Çalışma İmkanı </div>

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Common Interview Questions And Answers

1. HOW DO YOU PLAN YOUR DAY?

This is what this question poses: When do you focus and start working seriously? What are the hours you work optimally? Are you a night owl? A morning bird? Remote teams can be made up of people working on different shifts and around the world, so you won't necessarily be stuck in the 9-5 schedule if it's not for you...

2. HOW DO YOU USE THE DIFFERENT COMMUNICATION TOOLS IN DIFFERENT SITUATIONS?

When you're working on a remote team, there's no way to chat in the hallway between meetings or catch up on the latest project during an office carpool. Therefore, virtual communication will be absolutely essential to get your work done...

3. WHAT IS "WORKING REMOTE" REALLY FOR YOU?

Many people want to work remotely because of the flexibility it allows. You can work anywhere and at any time of the day...

4. WHAT DO YOU NEED IN YOUR PHYSICAL WORKSPACE TO SUCCEED IN YOUR WORK?

With this question, companies are looking to see what equipment they may need to provide you with and to verify how aware you are of what remote working could mean for you physically and logistically...

5. HOW DO YOU PROCESS INFORMATION?

Several years ago, I was working in a team to plan a big event. My supervisor made us all work as a team before the big day. One of our activities has been to find out how each of us processes information...

6. HOW DO YOU MANAGE THE CALENDAR AND THE PROGRAM? WHICH APPLICATIONS / SYSTEM DO YOU USE?

Or you may receive even more specific questions, such as: What's on your calendar? Do you plan blocks of time to do certain types of work? Do you have an open calendar that everyone can see?...

7. HOW DO YOU ORGANIZE FILES, LINKS, AND TABS ON YOUR COMPUTER?

Just like your schedule, how you track files and other information is very important. After all, everything is digital!...

8. HOW TO PRIORITIZE WORK?

The day I watched Marie Forleo's film separating the important from the urgent, my life changed. Not all remote jobs start fast, but most of them are...

9. HOW DO YOU PREPARE FOR A MEETING AND PREPARE A MEETING? WHAT DO YOU SEE HAPPENING DURING THE MEETING?

Just as communication is essential when working remotely, so is organization. Because you won't have those opportunities in the elevator or a casual conversation in the lunchroom, you should take advantage of the little time you have in a video or phone conference...

10. HOW DO YOU USE TECHNOLOGY ON A DAILY BASIS, IN YOUR WORK AND FOR YOUR PLEASURE?

This is a great question because it shows your comfort level with technology, which is very important for a remote worker because you will be working with technology over time...

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