This page is to help you choose which new skills to add onto your CV / LinkedIn 🔥
Hard Skills: Ruby, Rails, SQL, PostgreSQL, HTML/CSS/Bootstrap, ES6, Ajax, Stimulus JS, wireframing on Figma/Sketch, 3rd-party services (Heroku, Cloudinary, Mapbox, etc…)
Soft Skills: Product mindset, User Research, UX/UI basics, Communication & Pitch skills, collaboration workflows with git/Github
Hard Skills:
Data Analysis : Python, Jupyter, VS Code, Debugging (Basic), SQL, NumPy, Pandas, Google BigQuery (Query / Wrangling) Matplotlib, Seaborn (Vis) Statsmodels (en python mais provient de R), A/B Testing, Hypothesis Testing (Stats)
Machine Learning: Scikit-learn, XGBoost
Deep Learning: TensorFlow/Keras, Neural Networks, CNN, RNN, Traitement de l'image, séries temporelles et NLP(text)
ML Ops: Docker, Streamlit (Front), Prefect, MLflow, FastAPI, Google Cloud Platform[GCP] (Cloud Storage, BigQuery, Cloud Run, Cloud Artifact, Compute Engine)
Dev as a team skills: Git, GitHub (Actions for CI/CD)
Soft Skills: Problem solving, POC design & implementation, Presentation of scientific results to business audience, Pitch conception & presentation, Collaboration workflow (2 weeks team project, Github & GCP project), Teamwork (Buddy)