Necessary skills for Artificial intelligence (AI) engineer: skills and requirements
General requirements of a Artificial intelligence (AI) engineer
Mind
1. Bachelor’s degree in Computer Science, Mathematics, Physics, or a related field.
2. Expertise in machine learning algorithms, deep learning models, natural language processing, and computer vision.
3. Experience with Python, Java, C++, or other programming languages.
4. Knowledge of data structures, algorithms, and software engineering best practices.
5. Ability to analyze, design, implement and maintain AI solutions.
Skills and Behaviours for a Artificial intelligence (AI) engineer
Big data
Apache Flink
CUDA
Databricks
Hadoop
Hive
Impala
Kafka
Spark
Data manipulation
Dask
Pandas
Vaex
dplyr
Data statistics
Numpy
SciPy
Shogun
mlpack
Data visualization
Matplotlib
Metabase
Metrics
Palantir
Power BI
Qlik Sense
SAP Analytics
SAS
Tableau
Database
Cassandra
Database maintenance
Database queries
MongoDB
MySQL
NoSQL
PostgreSQL
SQL
Solr
Machine automation
Robotics software development
Numerical Analysis
Numerical Analysis
Programming languages
Ajax
Bash
C
C#
C++
Java
JavaScript
Kotlin
Node.js
Perl
PowerShell
Python
R
Ruby
Scala
TypeScript
Analytical thinking
Gathering information and data
Identifying cause and effect relationships
Think analytically
Communicating information
Active Listening
Asking the right questions
Influencing and persuading others
Synthesizing information
Problem solving
Identifying and anticipating problems
Implementing solutions
Making fact based decisions to solve problems