List Career Path & Capability

List Roles :

• Scrum Master
• Fullstack Developer
• Front End Developer
• Back End Developer
• Data Scientist
• Data Engineer
• Data Analyst
• Data Architect
• UI Designer
• UX Designer
• QA Engineer
• Artificial Intelligence
• Business Analyst
• Project Manager
• Project Administration
• Solution Architecture
• Marketing
• Digital Marketing
• Machine Learning Engineer
• Natural Language Processing (NLP) Engineer

Scrum Master

• Lean&Agile
• Software Development Life Cycle
• Infrastructure&Network Architecture
• Programming Language
• Software Architecture
• Technical Documentation Tools

Fullstack Developer

• Front End Developer
• Back End Developer
• Database Knowledge
• Web Architecture
• Versi Control System (Melacak perubahan yang dibuat dalam basis kode)
• Development Frameworks (Express,Django,dll)
• Third Party Libraries
• UI/UX Designer
• Software Development Life Cycle
• Algorithm & Data Structure
• Programming Language

Front End Developer

• Software Development Life Cycle
• Algorithm & Data Structure
• API Development
• Infrastructure & Network Architecture
• Programming Languange
• Technical Documentation Tools
• Infrastructure & Appliaction Security Architecture
• Testing
• Content Design

Back End Developer

• Software Development Life Cycle
• Algorithm & Data Structure
• API Development
• Database Architecture
• Data Engineering
• DevOps
• Messaging (penggunaan database, cache, dan messaging pada robust)
• Programming language (memahami bahasa pemrograman)
• Technical documentation
• Infrastructure & application security architecture
• Testing

DevSecOps

Data Scientist

• Data Engineering
• Programming Language
• Big Data Technology
• Data Analytic
• Data Management
• Data Strategist
• Data Visualization
• Aritificial Intelligence
• Machine Learning
• Natural Languange Processing

Data Engineer

• Algorithm & Data Structure
• Database Architecture
• Data Engineering
• Programming Language
• Software Architecture

Data Analyst

• Data Engineering
• Programming Languange
• Data Analytic
• Data Management
• Data Visualization

Data Architect

• System Development Life Cycle
• Manajemen Proyek
• Teknik Desain
• Testing
• Natural Language Processing
• Machine Learning
• Programming Languange
• Database Management
• Data Visualization
• Predictive Analytic

UI Designer

• Interaction Design
• UI Design
• User Experience
• User Interface Prototyping
• User Needs Research
• User Research
• Visual Design

UX Designer

• Interaction Design
• UI Design
• User Experience
• User Interface Prototyping
• User Needs Research (kemampuan memahami kebutuhan, perilaku, pengalaman, dan motivasi pengguna)
• User Research (kemampuan merancang, merencanakan, dan melaksanakan riset terhadap pengguna)
• Visual Design
• Programming Language

QA Engineer

• Software Development Life Cycle (SDLC)
• Algorithm & Data Structure
• Database Architecture
• Programming Language
• Software Documentation
• Technical Documentation
• Software Quaity & Security
• Testing
• Testing Automation
• Test Scenario

Artificial Intelligence

• Programming language
• Big Data Technology
• Data Analytic
• Data Management
• Data Visualization
• Machine Learning
• Robotic Framework

Business Analyst

• Database Management
• Business Purpose
• Programming Languange
• Web Architecture
• Microsoft Office
• Technical Documentation
• General Pitching and Presentation

Project Manager

• Agile Method
• Software Development Life Cycle (SDLC)
• Project Management
• Technical Documentation Tools
• Design Thinking

Project Administration

• Project Management
• Techincal Documentation
• Data Analytics
• Copy Writing

Solution Architecture

• IT Architecture, Infrastructure, and Cloud Development
• DevOps
• Engineering and Software Architecture Design
• Network Administration
• System and Data Security
• Business Analyst Techniques
• Various Operating Systems
• Database Management
• Web Platforms
• Programming Language

Marketing

• Research Market
• Negotiation
• Public Speaking
• Sales presentation
• Define & Develop Marketing Strategy

Digital Marketing

• Content management
• Integrated Marketing Communication
• Personalization (menyediakan informasi sesuai kebutuhan pelanggan berdasarkan hasil analisis)
• Search Engine Optimization (SEO)
• Search Engine Marketing (SEM)
• Design
• Data analytics
• Copy writing

Machine Learning Engineer

• Data Engineering
• DevOps
• Programming Languange
• Big Data Technology
• Cloud Engineering
• Computer Vision
• Data Analytic
• Data Management

Natural Language Processing (NLP) Engineer

• Data Engineering
• Programming Languange
• Big Data Technology
• Bot Technology
• Computer Vision
• Data Visualization
• Digital Signal Processing
• Machine Learning
• Natural Language Processing

Tools & Programming Language Pada bagian ini, silahkan memilih tools dan programming language yang Anda kuasai/biasa Anda gunakan

Big Data Technology Tools

• SQL
• NoSQL
• Hadoop Other:

Programming Language

• Java
• Java Script
• JS Framework
• Matlab
• Python
• CSS
• HTML
• C/C++
• C#
• Flutter
• Kotlin
• Unix Shell Scripting Other:

Data Management/Data Analytics/Data Engineering

• SAS
• Teradata
• Phyton
• C/C++
• R
• SPSS
• Matlab
• VB Other:

Machine Learning Framework

• Tensorflow
• Keras
• Conda
• Sckit-Learn
• PyTorch
• Azure ML Studio
• ML Pack
• WEKA
• Theano Other:

Cloud

• AWS
• GCP
• Azure
• Cloudfare
• IBM Other:

Design Tools

• Figma
• Adobe XD
• InVision
• Framer
• Adobe Photoshop
• Adobe Illustrator
• Sketchapp
• Google Suite Apps Other:

Project Management

• JIRA
• GitHub
• GitLab
• Other:
• Testing tools
• Jest
• Enzyme
• Spek
• XCTest Other:

SDLC (Software Development Life Cycle) Tools

• Katalon
• Selenium Other:

User Research/User Need Research

• Google Analytics
• Behavioral (etnographic studies, usability testing, eyetracking, A/B testing) Other:

Administrative Tools

• Microsoft Office (e.g Ms. Word, Ms. Excel, Ms. Power Point, etc.)
• Google Suite (e.g Google Spreadsheet, Google Slide, Google Docs, Google Form, etc.)
• Online Meeting Platform (e.g Zoom, Google Meet, etc) Other:

Digital Marketing Tools

• Google Analytics
• Google Ads

Tambahan Skill Uji Kompetensi LSP TIK (Indonesia) :

• Graphic Design
• Grafika Komunikasi
• Junior Networking
• Networking
• Basic Computer Assembly
• Junior Programming
• Programming
• Technical Support
• Technical 2D Layout Artist
• Basic Programming
• Technical 3D Low Poly Model Artist
• System Analyst
• Junior Technical Support
• Technical Motion Graphic Artist
• Technical 3D Illustration Artist
• Asset Modeling
• Motion Graphic 2D
• Motion Graphic 3D
• 3D Character Design
• 3D Animation
• Database Programming
• ICT Project Manager
• ICT Site Management
• Data Entry Clerk
• Data Management Staff
• Data Entry Coordinator
• Technical Engineer
• Data Analyst
• Database Administrator
• Teknisi Muda Jaringan Komputer
• Teknisi Utama Jaringan Komputer
• Network Administrator
• System Administrator
• Junior Mobile Programmer
• Junior Web Developer
• Junior Web Programmer
• Junior Network Administrator
• Intermediate Animator
• Junior Graphic Designer
• Junior Computer Technician
• Teknisi Pusat Data Muda
• Teknisi Pusat Data Madya
• Data Center Manager
• Junior Mobile Computing
• Cloud Computing Developer
• Senior Mobile Computing
• Cloud Computing Architect
• Cloud Computing Security
• Cloud Computing Engineer
• Enterprise Architect
• ITSM Supervisor
• Site Operations Manager
• ERP Analyst
• Junior Layout Artist
• Senior Layout Artist
• Desainer Grafis Junior
• Multimedia Graphic Designer
• Camera Operator
• Book Layouter
• Book Designer
• Art Director
• Video Editor
• Senior Graphic Designer
• Basic Office Operator
• Junior Office Operator
• Senior Office Operator
• System Analyst (Okupasi)
• IT Project Supervisor
• IT Auditor
• Junior Cyber Security
• Cyber Security Analyst
• Hardware Installation Supervisor
• IT Security Management Staff
• Practical Office Advanced
• Office Basic
• Office Professional
• Computer Operator Assistant
• Infographic
• Digital Imaging
• Illustration
• Photography
• Modeling Photography
• Software Quality Control Tester
• Architectural Photography
• Journalism Photography
• Software Engineer
• Programmer
• Web Developer
• Database Programmer
• Senior Software Engineer