Job Opportunity: Junior Data Analyst at Cryptyd Games
Location: Flexible however on site in Alexandria is preferred
About Cryptyd Games:
Cryptyd is a game development and self publishing company. Our operational HQ is in Lauran in Alexandria, Egypt. We are dedicated to crafting mobile games tailored for the MENA region, with a keen focus on understanding player behavior and game analytics models. At Cryptyd, we believe in the power of data to enhance player experiences and inform strategic decisions.
Job Description:
As a Junior Data Analyst at Cryptyd Games, you'll be at the heart of our mission to understand and optimize player engagement. Working closely with the game producer and our publishing lead , you'll dive deep into player behavior to uncover insights that drive development, targeting and user acquisition decision-making processes. Your role will be to deep dive into mountains of data and turn into actionable information points. The responsibilities will include:
* Gather, analyze, and present data on player engagements on various aspects of the game and on the publishing process. There are mountains of data points from advertising and attribution platforms to engagement, to in-game stats.
* Collaborating with various teams in the company to iterate various aspects of the game production and publishing.
* leveraging analytics tools such as Tableau or similar products to build and maintain operational dashboards. These dashboards will provide critical insights into game performance over time,
* Coaching the team on the importance and power of game analytics, ensuring that data-driven insights are integrated into every aspect of game development.
* The ability to learn and understand player behavior and preferences through A/B analysis and various similar concepts.
Requirements:
* Ability to understand and learn the game process, define product goals, and understand player motivations.
* Proficiency in analytics tools such as Tableau or similar products.
* Working with management to introduce initiatives based on key metrics and data analysis
* Passion for gaming and the games industry
Join Us:
If you're passionate about gaming and eager to dive into the exciting world of game analytics, Cryptyd Games is the perfect place for you.
Apply here: https://www.cryptydgames.com/join-us/
Location: Flexible however on site in Alexandria is preferred
About Cryptyd Games:
Cryptyd is a game development and self publishing company. Our operational HQ is in Lauran in Alexandria, Egypt. We are dedicated to crafting mobile games tailored for the MENA region, with a keen focus on understanding player behavior and game analytics models. At Cryptyd, we believe in the power of data to enhance player experiences and inform strategic decisions.
Job Description:
As a Junior Data Analyst at Cryptyd Games, you'll be at the heart of our mission to understand and optimize player engagement. Working closely with the game producer and our publishing lead , you'll dive deep into player behavior to uncover insights that drive development, targeting and user acquisition decision-making processes. Your role will be to deep dive into mountains of data and turn into actionable information points. The responsibilities will include:
* Gather, analyze, and present data on player engagements on various aspects of the game and on the publishing process. There are mountains of data points from advertising and attribution platforms to engagement, to in-game stats.
* Collaborating with various teams in the company to iterate various aspects of the game production and publishing.
* leveraging analytics tools such as Tableau or similar products to build and maintain operational dashboards. These dashboards will provide critical insights into game performance over time,
* Coaching the team on the importance and power of game analytics, ensuring that data-driven insights are integrated into every aspect of game development.
* The ability to learn and understand player behavior and preferences through A/B analysis and various similar concepts.
Requirements:
* Ability to understand and learn the game process, define product goals, and understand player motivations.
* Proficiency in analytics tools such as Tableau or similar products.
* Working with management to introduce initiatives based on key metrics and data analysis
* Passion for gaming and the games industry
Join Us:
If you're passionate about gaming and eager to dive into the exciting world of game analytics, Cryptyd Games is the perfect place for you.
Apply here: https://www.cryptydgames.com/join-us/
Cryptydgames
Cryptyd | Join Us
Independent mobile games development studio
โ ๐๐โ๐ซ๐ ๐๐ข๐ซ๐ข๐ง๐ "๐๐ฟ๐ฒ๐๐ต ๐ผ๐ฟ ๐๐๐ป๐ถ๐ผ๐ฟ ๐ถ๐ข๐ฆ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ"
๐๐จ๐ ๐๐๐ฌ๐ฉ๐จ๐ง๐ฌ๐ข๐๐ข๐ฅ๐ข๐ญ๐ข๐๐ฌ:
- Collaborate with our talented team to design and build the next generation of our mobile applications.
- Implement custom native user interfaces using the latest iOS programming techniques.
- Analyze and optimize UI and backend application code for efficiency and performance.
- Engage in the full life cycle of application development, from brainstorming and conceptualization through to testing and deployment.
๐ฅ๐ฒ๐พ๐๐ถ๐ฟ๐ฒ๐บ๐ฒ๐ป๐๐:
- Strong foundation in Swift and a basic understanding of its ecosystems.
- Knowledge of Appleโs design principles and application interface guidelines.
- Familiarity with cloud message APIs and push notifications.
- Entry-level experience in iOS development is a plus.
- A portfolio of iOS apps in the App Store is an advantage.
- Familiarity with Git version control.
- A positive disposition and a good attitude under pressure.
- Excellent problem-solving skills and attention to detail.
- Strong communication and teamwork abilities.
๐๐ก๐๐ญ ๐๐ ๐๐๐๐๐ซ:
- A chance to work on groundbreaking projects using cutting-edge technologies.
- A learning-centric environment where you can expand your skillset and knowledge in the iOS ecosystem.
- Direct mentorship from experts in the field to guide your professional development.
- A collaborative atmosphere that values each team memberโs contribution and encourages sharing of new ideas.
- Competitive salary and benefits package.
- Productive work environment.
- Casual work atmosphere.
- Hybrid work model for flexibility.
- Flexible vacation and time-off policies.
If you're interested, send your CV to: ๐๐๐ซ๐๐๐ซ๐ฌ@๐ญ๐ซ๐ข๐๐ง๐ ๐ฅ๐ณ.๐๐จ๐ฆ with the subject โFresh or Junior iOS Engineer"
๐๐จ๐ ๐๐๐ฌ๐ฉ๐จ๐ง๐ฌ๐ข๐๐ข๐ฅ๐ข๐ญ๐ข๐๐ฌ:
- Collaborate with our talented team to design and build the next generation of our mobile applications.
- Implement custom native user interfaces using the latest iOS programming techniques.
- Analyze and optimize UI and backend application code for efficiency and performance.
- Engage in the full life cycle of application development, from brainstorming and conceptualization through to testing and deployment.
๐ฅ๐ฒ๐พ๐๐ถ๐ฟ๐ฒ๐บ๐ฒ๐ป๐๐:
- Strong foundation in Swift and a basic understanding of its ecosystems.
- Knowledge of Appleโs design principles and application interface guidelines.
- Familiarity with cloud message APIs and push notifications.
- Entry-level experience in iOS development is a plus.
- A portfolio of iOS apps in the App Store is an advantage.
- Familiarity with Git version control.
- A positive disposition and a good attitude under pressure.
- Excellent problem-solving skills and attention to detail.
- Strong communication and teamwork abilities.
๐๐ก๐๐ญ ๐๐ ๐๐๐๐๐ซ:
- A chance to work on groundbreaking projects using cutting-edge technologies.
- A learning-centric environment where you can expand your skillset and knowledge in the iOS ecosystem.
- Direct mentorship from experts in the field to guide your professional development.
- A collaborative atmosphere that values each team memberโs contribution and encourages sharing of new ideas.
- Competitive salary and benefits package.
- Productive work environment.
- Casual work atmosphere.
- Hybrid work model for flexibility.
- Flexible vacation and time-off policies.
If you're interested, send your CV to: ๐๐๐ซ๐๐๐ซ๐ฌ@๐ญ๐ซ๐ข๐๐ง๐ ๐ฅ๐ณ.๐๐จ๐ฆ with the subject โFresh or Junior iOS Engineer"
Headway Intern 2024 - Digital Energy | Giza Systems
http://www.gizasystemscareers.com/en/egypt/jobs/headway-intern-2024-digital-energy-5084085/
http://www.gizasystemscareers.com/en/egypt/jobs/headway-intern-2024-digital-energy-5084085/
Gizasystemscareers
Headway Intern 2024 - Digital Energy | Giza Systems
Headway Program Overview Participate in a 6 month internship program involving soft skills, Theoretical Technical Trainings and On Job Trainings. Prepare a graduation presentation to a committee of technical and non technical experts. Digital Energyโฆ
VodaNation Summer Internship 2024!
We're very much excited for the Summer and for our awaited interns of each year.
We're looking for eager, motivated talents to start an exciting journey with Vodafone.
Please submit your details here https://lnkd.in/dDy8B4pX.
Deadline is the 30th of April!
https://www.linkedin.com/posts/mmagdy87_vodanation-summer-internship-2024-were-activity-7188899393574428674-vtid?utm_source=share&utm_medium=member_android
We're very much excited for the Summer and for our awaited interns of each year.
We're looking for eager, motivated talents to start an exciting journey with Vodafone.
Please submit your details here https://lnkd.in/dDy8B4pX.
Deadline is the 30th of April!
https://www.linkedin.com/posts/mmagdy87_vodanation-summer-internship-2024-were-activity-7188899393574428674-vtid?utm_source=share&utm_medium=member_android
lnkd.in
LinkedIn
This link will take you to a page thatโs not on LinkedIn
โค3
Headway Intern 2024 @ Giza Systems for 2022/2023/2024 graduates
๐ Digital Energy
https://lnkd.in/dEqCb7qf
๐ Business Continuity
https://lnkd.in/dEgEi4KB
๐ Industrial Digital Solutions
https://lnkd.in/dDjXEhEs
๐ Managed Services
https://lnkd.in/dniwnPBH
๐ Smart Solutions
https://lnkd.in/d96GAdFz
๐ Software Development Center
https://lnkd.in/dbcA8sW9
๐ Government Business Solutions
https://lnkd.in/drGxmXnQ
๐ Enterprise Business Solutions
https://lnkd.in/d_V56jgc
https://www.linkedin.com/posts/lamia-a-abdallah-%E2%98%81%EF%B8%8F-b215621b4_gizasystems-headwayintern-freshgraduates-activity-7188458532332072960-oMH8?utm_source=share&utm_medium=member_ios
๐ Digital Energy
https://lnkd.in/dEqCb7qf
๐ Business Continuity
https://lnkd.in/dEgEi4KB
๐ Industrial Digital Solutions
https://lnkd.in/dDjXEhEs
๐ Managed Services
https://lnkd.in/dniwnPBH
๐ Smart Solutions
https://lnkd.in/d96GAdFz
๐ Software Development Center
https://lnkd.in/dbcA8sW9
๐ Government Business Solutions
https://lnkd.in/drGxmXnQ
๐ Enterprise Business Solutions
https://lnkd.in/d_V56jgc
https://www.linkedin.com/posts/lamia-a-abdallah-%E2%98%81%EF%B8%8F-b215621b4_gizasystems-headwayintern-freshgraduates-activity-7188458532332072960-oMH8?utm_source=share&utm_medium=member_ios
lnkd.in
LinkedIn
This link will take you to a page thatโs not on LinkedIn
โค4
FRONERI Egypt Summer Internship for students in their 2nd or 3rd year (&4th year in case of engineering & pharmacy)
You can apply through the below links:
-Supply Chain Department: https://lnkd.in/d4GyZdA9
-Finance Department: https://lnkd.in/dpYhE5ec
-Sales Department: https://lnkd.in/dniNryTr
-New Product Development Department: https://lnkd.in/da-GmemU
-Logistics Department: https://lnkd.in/drspVhUm
-Quality Assurance Department: https://lnkd.in/dP9eFe94
-Marketing Department: https://lnkd.in/d7rtsvXR
-Human Resources Department: https://lnkd.in/dTnkaDBk
-Engineering Department: https://lnkd.in/dcgGBBxy
https://www.linkedin.com/posts/froneriice-creamegypt_froneri-icecream-summerinternship-activity-7189261886918447104-xHZT?utm_source=share&utm_medium=member_ios
You can apply through the below links:
-Supply Chain Department: https://lnkd.in/d4GyZdA9
-Finance Department: https://lnkd.in/dpYhE5ec
-Sales Department: https://lnkd.in/dniNryTr
-New Product Development Department: https://lnkd.in/da-GmemU
-Logistics Department: https://lnkd.in/drspVhUm
-Quality Assurance Department: https://lnkd.in/dP9eFe94
-Marketing Department: https://lnkd.in/d7rtsvXR
-Human Resources Department: https://lnkd.in/dTnkaDBk
-Engineering Department: https://lnkd.in/dcgGBBxy
https://www.linkedin.com/posts/froneriice-creamegypt_froneri-icecream-summerinternship-activity-7189261886918447104-xHZT?utm_source=share&utm_medium=member_ios
lnkd.in
LinkedIn
This link will take you to a page thatโs not on LinkedIn
โค2
ุดุฑูุฉ Pinerium ุฃุนููุช ุนู ูุฑุตุฉ ุชุฏุฑูุจ ุตููู ูุญุฏูุซู ุงูุชุฎุฑุฌ
ุงูุชุฏุฑูุจ ูู ุฏุฉ 3 ุดููุฑ ูู ุงูุชุฑุงูุงุช ุงูุชุงููุฉ:
Software Developer Internship
Digital Marketing Specialist Internship
Operations Coordinator Internship
Zoho Support Specialist Internship
Zoho Account Manager Internship
Zoho Implementation Specialist Internship
Zoho Developer Internship
Zoho Product Owner Internship
ุงูุชูุฏูู ู ุชุงุญ ู ู ุฎูุงู ุงูุฑุงุจุท:
https://lnkd.in/eZF8nJfd
ุงูุชุฏุฑูุจ ูู ุฏุฉ 3 ุดููุฑ ูู ุงูุชุฑุงูุงุช ุงูุชุงููุฉ:
Software Developer Internship
Digital Marketing Specialist Internship
Operations Coordinator Internship
Zoho Support Specialist Internship
Zoho Account Manager Internship
Zoho Implementation Specialist Internship
Zoho Developer Internship
Zoho Product Owner Internship
ุงูุชูุฏูู ู ุชุงุญ ู ู ุฎูุงู ุงูุฑุงุจุท:
https://lnkd.in/eZF8nJfd
lnkd.in
LinkedIn
This link will take you to a page thatโs not on LinkedIn
STEM Summer Internship Program - Research Assistant
https://www.linkedin.com/posts/carbon-lite-system_were-hiring-stem-summer-internship-activity-7188093962153275392-JW3i?utm_source=share&utm_medium=member_ios
https://www.linkedin.com/posts/carbon-lite-system_were-hiring-stem-summer-internship-activity-7188093962153275392-JW3i?utm_source=share&utm_medium=member_ios
Linkedin
๐ WEโRE HIRING!
๐ก STEM Summer Internship Program - Research Assistant
โ Deadline: 15th May 2024
๐ฅผ Job Description
Thisโฆ
๐ก STEM Summer Internship Program - Research Assistant
โ Deadline: 15th May 2024
๐ฅผ Job Description
Thisโฆ
๐ WEโRE HIRING!
๐ก STEM Summer Internship Program - Research Assistant
โ Deadline: 15th May 2024
๐ฅผ Job Description
This internship is ideal for university students pursuing STEM-related majors who are interested in gaining hands-on experience in researchโฆ
๐ก STEM Summer Internship Program - Research Assistant
โ Deadline: 15th May 2024
๐ฅผ Job Description
This internship is ideal for university students pursuing STEM-related majors who are interested in gaining hands-on experience in researchโฆ
Bericap Egypt open below slots for internship:
Production
Maintenance
Quality Control
Human Resources
Finance
Purchasing
If you are interested please DM me or send your CV / Amgad.Magdy@bericap.com
Production
Maintenance
Quality Control
Human Resources
Finance
Purchasing
If you are interested please DM me or send your CV / Amgad.Magdy@bericap.com
โค1
Summer internship program @ ArabDT
https://www.linkedin.com/posts/arabdt_arabdt-builttolast-itsolutions-activity-7188116661491687424-GLc9?utm_source=share&utm_medium=member_ios
https://www.linkedin.com/posts/arabdt_arabdt-builttolast-itsolutions-activity-7188116661491687424-GLc9?utm_source=share&utm_medium=member_ios
Linkedin
ArabDT on LinkedIn: #arabdt #builttolast #itsolutions | 22 comments
Our summer INTERNSHIP program is back!
Calling all aspiring programmers! We're thrilled to announce the launch of our long-awaited internship programโฆ | 22 comments on LinkedIn
Calling all aspiring programmers! We're thrilled to announce the launch of our long-awaited internship programโฆ | 22 comments on LinkedIn
Kayan Group summer internship for undergraduate engineering students
https://www.linkedin.com/posts/kayan-group-automotive_internshipopportunity-aftersalesdepartment-activity-7187721728674930688-wtxq?utm_source=share&utm_medium=member_ios
https://www.linkedin.com/posts/kayan-group-automotive_internshipopportunity-aftersalesdepartment-activity-7187721728674930688-wtxq?utm_source=share&utm_medium=member_ios
Linkedin
Kayan Group - EG on LinkedIn: #internshipopportunity #aftersalesdepartment #engineeringstudents
Kayan Group Summer Internship Opportunity ๐
Are you an undergraduate engineering student looking to kickstart your career in the aftersales?
Look no further!โฆ
Are you an undergraduate engineering student looking to kickstart your career in the aftersales?
Look no further!โฆ
Job title: Data scientist
Skills and Experience:
- Hands-on experience with fine-tuning latest LLMs (e.g., Llama2, GPT-4)
- Proficiency in Python
- Deep understanding of fine-tuning techniques like LoRA and QLORA
- Proficiency in deep-learning (e.g., PyTorch, Keras)
- Strong text-cleansing skills
- Mastery of NLP-related libraries (e.g., spacy, NLTK)
- Experience with GPU-based deployments
- Strong statistical analysis background
- SQL knowledge is a plus
- Familiarity with cloud-based solutions
Benefits
- Remote position
- competitive salary in USD
If interested send your CV on WhatsApp +201094643918
Skills and Experience:
- Hands-on experience with fine-tuning latest LLMs (e.g., Llama2, GPT-4)
- Proficiency in Python
- Deep understanding of fine-tuning techniques like LoRA and QLORA
- Proficiency in deep-learning (e.g., PyTorch, Keras)
- Strong text-cleansing skills
- Mastery of NLP-related libraries (e.g., spacy, NLTK)
- Experience with GPU-based deployments
- Strong statistical analysis background
- SQL knowledge is a plus
- Familiarity with cloud-based solutions
Benefits
- Remote position
- competitive salary in USD
If interested send your CV on WhatsApp +201094643918
โค7
A Paid 3-month internship program is opened and based on the overall performance it may end with the hiring possibility at LXT
Departments:
- Software Engineering
- Quality Assurance
- IT
- Product Management
- Project Management
- Human Resources
- Finance
Requirements:
- Graduates or Undergrads (at least 3rd year student)
- Excellent English (writing)
- Full commitment to the internship
Location: Mohandessin, Giza
Apply here: https://lnkd.in/dHTbtPAA
Departments:
- Software Engineering
- Quality Assurance
- IT
- Product Management
- Project Management
- Human Resources
- Finance
Requirements:
- Graduates or Undergrads (at least 3rd year student)
- Excellent English (writing)
- Full commitment to the internship
Location: Mohandessin, Giza
Apply here: https://lnkd.in/dHTbtPAA
lnkd.in
LinkedIn
This link will take you to a page thatโs not on LinkedIn
Forwarded from Ahmed Nassar
Software Engineering oppertuinties
- Internships
- FAANG & CS Discord Servers
- Open Source
- Events
- Hackathons
https://github.com/AhmedNassar7/Software-Engineering
- Internships
- FAANG & CS Discord Servers
- Open Source
- Events
- Hackathons
https://github.com/AhmedNassar7/Software-Engineering
โค5
FabMinds Internship
- Embedded Software Engineer Intern.
- Cross-platform Mobile developer Intern.
- Digital Marketing Intern.
- Graphic Design Intern.
- Growth Marketing Intern.
ุงูุชูุฏูู ู ู ููุง:
https://fab-minds.com/internship-apply
- Embedded Software Engineer Intern.
- Cross-platform Mobile developer Intern.
- Digital Marketing Intern.
- Graphic Design Intern.
- Growth Marketing Intern.
ุงูุชูุฏูู ู ู ููุง:
https://fab-minds.com/internship-apply
Fab-Minds
Thank you!
โค3
Check out this job at Brightskies: Junior Machine Learning Engineer https://www.linkedin.com/jobs/view/3908391183
Linkedin
Brightskies hiring Junior Machine Learning Engineer in Alexandria, Egypt | LinkedIn
Posted 1:50:20 PM. Responsibilities/Duties:
Develops high-performance machine learning models and algorithms forโฆSee this and similar jobs on LinkedIn.
Develops high-performance machine learning models and algorithms forโฆSee this and similar jobs on LinkedIn.
๐ Exciting Career Opportunities at Blink22! ๐
Ready to ignite your career? Blink22 is seeking ambitious individuals to join our innovative
team! Explore our current job openings and kick-start your journey towards success:
๐น Software Engineer [https://lnkd.in/dYwzj2pJ]
๐น Software Engineer Intern[ https://lnkd.in/dYwzj2pJ]
๐นMobile Software Engineer[ https://lnkd.in/dia8DzSm]
๐น Creative Content and Marketing Specialist [https://lnkd.in/dG-5PKwt]
๐นSenior Product Manager [https://lnkd.in/d2hiA3hQ]
๐นSenior Backend Engineer [https://lnkd.in/dZ2T3EXU]
๐นUI/UX Designer [ https://lnkd.in/dg3D9PKW]
Join a company that values creativity, teamwork, and personal growth. At Blink22, you'll have the chance to make a real impact in Blink22. while working alongside industry experts.
Ready to take the next step in your career? Apply now and be part of something extraordinary! #Blink22 #CareerOpportunities #Innovation #JoinOurTeam #DreamJob
Discover your next adventure: https://lnkd.in/dtnHRet5
Ready to ignite your career? Blink22 is seeking ambitious individuals to join our innovative
team! Explore our current job openings and kick-start your journey towards success:
๐น Software Engineer [https://lnkd.in/dYwzj2pJ]
๐น Software Engineer Intern[ https://lnkd.in/dYwzj2pJ]
๐นMobile Software Engineer[ https://lnkd.in/dia8DzSm]
๐น Creative Content and Marketing Specialist [https://lnkd.in/dG-5PKwt]
๐นSenior Product Manager [https://lnkd.in/d2hiA3hQ]
๐นSenior Backend Engineer [https://lnkd.in/dZ2T3EXU]
๐นUI/UX Designer [ https://lnkd.in/dg3D9PKW]
Join a company that values creativity, teamwork, and personal growth. At Blink22, you'll have the chance to make a real impact in Blink22. while working alongside industry experts.
Ready to take the next step in your career? Apply now and be part of something extraordinary! #Blink22 #CareerOpportunities #Innovation #JoinOurTeam #DreamJob
Discover your next adventure: https://lnkd.in/dtnHRet5
lnkd.in
LinkedIn
This link will take you to a page thatโs not on LinkedIn
HealthPay is looking to hire a Junior Devops.
Type of Position: Full-Time; Hours: 10:00 AMโ6:00 PM
Location of the workplace: Nasr City
The days off are Friday and Saturday.
Please send your resume to hr@healthpay.com.eg to apply.
*Accountabilities:*
โข Design, develop, and implement CI/CD pipelines.
โข Oversee infrastructure, such as networks, servers, and storage.
โข Automate procedures and jobs.
โข Monitor and troubleshoot systems.
โข Improve the software development process by collaborating with developers.
โข Keep abreast on the newest developments in DevOps trends and technology.
*Requirements:*
โข A bachelor's degree in engineering, computer science, or a similar discipline.
โข 1+ years of experience in DevOps.
โข strong familiarity with automation, infrastructure, and CI/CD pipelines.
โข familiarity with many DevOps tools and technologies, including Terraform, Jenkins, Ansible, Docker, and Kubernetes.
โข Outstanding communication, troubleshooting, problem-solving, and documentation abilities.
Type of Position: Full-Time; Hours: 10:00 AMโ6:00 PM
Location of the workplace: Nasr City
The days off are Friday and Saturday.
Please send your resume to hr@healthpay.com.eg to apply.
*Accountabilities:*
โข Design, develop, and implement CI/CD pipelines.
โข Oversee infrastructure, such as networks, servers, and storage.
โข Automate procedures and jobs.
โข Monitor and troubleshoot systems.
โข Improve the software development process by collaborating with developers.
โข Keep abreast on the newest developments in DevOps trends and technology.
*Requirements:*
โข A bachelor's degree in engineering, computer science, or a similar discipline.
โข 1+ years of experience in DevOps.
โข strong familiarity with automation, infrastructure, and CI/CD pipelines.
โข familiarity with many DevOps tools and technologies, including Terraform, Jenkins, Ansible, Docker, and Kubernetes.
โข Outstanding communication, troubleshooting, problem-solving, and documentation abilities.