Skills

Technical competencies across ML, engineering, and beyond

Total Skills

Competency Overview

GenAI & LLMs

13 skills · avg 86

Agentic AI92%

RAG90%

Multi-Agent Orchestration88%

Prompt Engineering88%

Fine-Tuning (LoRA)77%

LangChain85%

OpenAI Agents SDK82%

Anthropic Claude SDK80%

MCP90%

Pydantic85%

Langfuse88%

Ollama85%

Local LLMs82%

ML & Data Science

16 skills · avg 86

PyTorch83%

TensorFlow85%

Keras82%

Scikit-learn90%

CatBoost88%

XGBoost88%

LightGBM85%

PySpark80%

NLP82%

Transformers84%

Time Series Forecasting92%

Anomaly Detection88%

A/B Testing86%

Causal Inference85%

SHAP/LIME84%

Feature Engineering90%

MLOps & Cloud

8 skills · avg 83

AWS (SageMaker, Lambda, Step Functions, EC2, S3)82%

GCP (Cloud Run)75%

Docker85%

Jenkins88%

CI/CD90%

Terraform72%

MLflow85%

Git90%

Data & Backend

13 skills · avg 80

Python94%

SQL88%

Snowflake82%

Databricks84%

Pandas92%

Polars75%

NumPy82%

SciPy80%

MongoDB70%

FastAPI86%

R72%

C60%

Stata70%

Frontend & Visualization

12 skills · avg 71

Power BI (DAX, Power Query)85%

Tableau75%

QlikView70%

Looker72%

Streamlit88%

React65%

HTML / CSS60%

Vite58%

Vercel65%

UI/UX60%

Excel82%

LaTeX75%

Economics

15 skills · avg 83

Microeconomics88%

Macroeconomics82%

Statistics92%

Econometrics87%

Bayesian Statistics82%

Financial Modeling78%

Game Theory84%

Complex Systems Theory80%

Optimization Theory80%

Trading75%

Simulations88%

Linear Algebra85%

Calculus83%

Probability Theory88%

Numerical Methods78%

Hardware & IoT

5 skills · avg 55

Arduino55%

ESP3250%

Raspberry Pi55%

Linux65%

Microcontrollers50%

Languages

3 skills · avg 88

English (Fluent)94%

Russian (Native)99%

Spanish (Intermediate)72%