Lower Risk

Technology

Salesforce Developer

AI is poised to significantly impact Salesforce Developers by automating routine coding tasks, data analysis, and report generation. LLMs can assist in code generation, testing, and documentation, while AI-powered analytics tools can automate data insights and predictive modeling. However, complex system design, strategic decision-making, and client interaction will remain crucial human roles.

Top risks:

Developing custom Salesforce applications and solutions40%
Configuring and customizing Salesforce objects, fields, and workflows50%
Writing and maintaining Apex code and Visualforce pages60%

Technology

Security Operations Analyst

AI is poised to significantly impact Security Operations Analysts by automating routine monitoring, threat detection, and incident response tasks. Machine learning algorithms can analyze vast datasets of security logs and network traffic to identify anomalies and potential threats more efficiently than humans. LLMs can assist in generating reports and automating documentation. Computer vision is less relevant for this role.

Top risks:

Monitor security systems and network traffic for anomalies and potential threats75%
Analyze security incidents and determine appropriate response actions60%
Develop and implement security policies and procedures40%

Side-by-Side Metrics

Metric	Salesforce Developer	Security Operations Analyst
Risk Score	73%	75%
Risk Level	Critical Risk	Critical Risk
Timeline	5-10 years	2-5 years
Category	Technology	Technology
Tasks at Risk	7 tasks	7 tasks
Skills at Risk	5 skills	4 skills
Safe Skills	5 skills	4 skills

Risk Comparison

Salesforce Developer73%

Security Operations Analyst75%

Salesforce Developer has 2 percentage points lower risk than Security Operations Analyst.

Tasks at Risk

Salesforce Developer Tasks at Risk

Developing custom Salesforce applications and solutions40%

5-10 years

Configuring and customizing Salesforce objects, fields, and workflows50%

5-10 years

Writing and maintaining Apex code and Visualforce pages60%

2-5 years

Integrating Salesforce with other systems and applications30%

5-10 years

Testing and debugging Salesforce applications and code70%

2-5 years

Security Operations Analyst Tasks at Risk

Monitor security systems and network traffic for anomalies and potential threats75%

2-5 years

Analyze security incidents and determine appropriate response actions60%

5-10 years

Develop and implement security policies and procedures40%

10+ years

Conduct vulnerability assessments and penetration testing50%

5-10 years

Manage and maintain security infrastructure, including firewalls, intrusion detection systems, and antivirus software70%

2-5 years

Skills Comparison

Salesforce Developer -- Safe Skills

Complex system designClient communicationStrategic decision-makingProblem-solvingBusiness analysis

Salesforce Developer -- Skills at Risk

Apex codingVisualforce developmentSOQL queriesReport generationData analysis

Security Operations Analyst -- Safe Skills

Incident response leadershipSecurity policy development (complex)Collaboration and communicationEthical hacking (advanced)

Security Operations Analyst -- Skills at Risk

Security monitoringThreat detectionVulnerability scanningReport generation

Shared Vulnerable Skills(at risk in both careers)

Report generation

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