Jobstories | Machine Learning Engineer by Mustafa | Swissquote

From fuzzy problems to real impact: a day with Mustafa, Machine Learning Engineer 🧠🧩 Some people solve Rubik’s Cubes. Mustafa solves “fuzzy” problems. Follow Mustafa Khalil, Machine Learning Engineer in A.I. Research & Solutions at Swissquote, as he takes you from his desk to the meeting room and out to the lobby. In one short video, he shares what the job really looks like: 🔹 His path: Mustafa started as a Software Engineer, co-founded our AI Community, and now works on AI strategy and solutions full time. 🔹 Data Science vs. Machine Learning: Data Science finds patterns. Machine Learning builds models that keep learning as the world changes. 🔹 AI agents: LLMs that plan, try and learn, turning expert workflows into reliable assistants. 🔹 End-to-end ownership: From data and training to deployment and monitoring, models must fit real business workflows. We ship math, not magic. ✨ 🔹 Growth mindset: Fail fast, learn, improve, then ship the next, better version. 🔹 Who thrives here: People who turn ambiguity into structure, with solid Python, clean code and a taste for reliability. And yes, we have fun along the way. 😄 Curious whether this could be you? Watch the video, then take the leap. 👉 Our team is growing. Browse our open positions on our careers page: @ers Are You All In? #Swissquote #AreYouAllIn #Jobstories #MachineLearning #AI #MLEngineer #DataScience #Careers #LifeAtSwissquote _____ 👉 Discover our brand and philosophy: @p _____ 👉 Deepen your trading and investing knowledge with Swissquote Inspire: explore our articles, analyses, webinars and exclusive content: @/inspire _____ 👉 Discover Swissquote’s culture and join a company that values innovation, diversity and team spirit: @ers