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Career Insights for Generative Artificial Intelligence Engineer
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Based on Minnesota data
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What they do
A Generative Artificial Intelligence Engineer develops, designs, and manages generative models and algorithms that support the generation of new content in the form of images, text, audio, and other multimedia. They utilize GPTs, GANs, VAEs, and other deep learning architectures to craft systems capable of generating data. May work with data scientists, machine learning engineers, and software developers.
$139,206 / year median in Minnesota
Job Description
Minimum Qualifications:
•+ Bachelor's + 8 years of related experience or a Master's degree with 6+ years of related experience, or a PhD + 3 years of related experience as a Security Engineer, Detection Engineer, Security Content Developer, SOC Analyst, or Security Operations professional + Deployed and maintained Splunk Enterprise Security content in a production SOC environment, including detections, data models, and data management + Built detection queries in SPL at scale, including risk-based alerting, statistical baselining, and optimized searches across high-volume data sources + Integrated AI/ML techniques (e.g., anomaly detection, LLM-assisted workflows) into detection engineering pipelines to reduce false positive rates and accelerate content development + Translated threat intelligence and ATT&CK-mapped adversary behaviors into detection requirements with defined coverage metrics and measurable success criteria •Preferred Qualifications:
•+ Contributed to collaborative development workflows using Git-based platforms (GitHub, GitLab, or Bitbucket), including branch strategy, code review, and CI/CD integration + Built or tuned security monitoring coverage across AWS, GCP, or Azure, including native logging services (e.g., CloudTrail, GCS audit logs, Azure Monitor) and cloud-native threat detection + Tracked and responded to emerging threats and attacker techniques through ongoing research, published work, conference participation, or contributions to detection content + Wrote production Python (or equivalent) with unit tests, code reviews, and version-controlled deployments in an operational security environment + Applied statistical methods or ML techniques (e.g., threshold baselining, clustering, anomaly scoring) to security data to improve detection signal quality + Identified and delivered automation that measurably reduced manual toil or cycle time in detection, triage, or response workflows + Produced technical documentation, runbooks, or presentations tailored to both engineering and non-technical security stakeholders + Partnered with SOC, IR, threat intel, and product teams to drive multi-functional detection initiatives from requirement to deployment •Why Cisco?•At Cisco, we're revolutionizing how data and infrastructure connect and protect organizations in the AI era - and beyond. We've been innovating fearlessly for 40 years to create solutions that power how humans and technology work together across the physical and digital worlds. These solutions provide customers with unparalleled security, visibility, and insights across the entire digital footprint. Fueled by the depth and breadth of our technology, we experiment and create meaningful solutions. Add to that our worldwide network of doers and experts, and you'll see that the opportunities to grow and build are limitless. We work as a team, collaborating with empathy to make really big things happen on a global scale. Because our solutions are everywhere, our impact is everywhere. We are Cisco, and our power starts with you. •Message to applicants applying to work in the U.S. and/orCanada:
•The starting salary range posted for this position is $150,500.00 to $190,800.00 and reflects the projected salary range for new hires in this position in U.S. and/or Canada locations, not including incentive compensation•, equity, or benefits. Individual pay is determined by the candidate's hiring location, market conditions, job-related skillset, experience, qualifications, education, certifications, and/or training. The full salary range for certain locations is listed below. For locations not listed below, the recruiter can share more details about compensation for the role in your location during the hiring process. U.S. employees are offered benefits, subject to Cisco's plan eligibility rules, which include medical, dental and vision insurance, a 401(k) plan with a Cisco matching contribution, paid parental leave, short and long-term disability coverage, and basic life insurance. Please see the Cisco careers site to discover more benefits and perks. Employees may be eligible to receive grants of Cisco restricted stock units, which vest following continued employment with Cisco for defined periods of time. U.S. employees are eligible for paid time away as described below, subject to Cisco's policies: + 10 paid holidays per full calendar year, plus 1 floating holiday for non-exempt employees + 1 paid day off for employee's birthday, paid year-end holiday shutdown, and 4 paid days off for personal wellness determined by Cisco + Non-exempt employees•receive 16 days of paid vacation time per full calendar year, accrued at rate of 4.92 hours per pay period for full-time employees + Exempt employees participate in Cisco's flexible vacation time off program, which has no defined limit on how much vacation time eligible employees may use (subject to availability and some business limitations) + 80 hours of sick time off provided on hire date and each January 1st thereafter, and up to 80 hours of unused sick time carried forward from one calendar year to the next + Additional paid time away may be requested to deal with critical or emergency issues for family members + Optional 10 paid days per full calendar year to volunteer For non-sales roles, employees are also eligible to earn annual bonuses subject to Cisco's policies. Employees on sales plans earn performance-based incentive pay on top of their base salary, which is split between quota and non-quota components, subject to the applicable Cisco plan. For quota-based incentive pay, Cisco typically pays as follows: + .75% of incentive target for each 1% of revenue attainment up to 50% of quota; + 1.5% of incentive target for each 1% of attainment between 50% and 75%; + 1% of incentive target for each 1% of attainment between 75% and 100%; and + Once performance exceeds 100% attainment, incentive rates are at or above 1% for each 1% of attainment with no cap on incentive compensation. For non-quota-based sales performance elements such as strategic sales objectives, Cisco may pay 0% up to 125% of target. Cisco sales plans do not have a minimum threshold of performance for sales incentive compensation to be paid. The applicable full salary ranges for this position, by specific state, are listed below:New York City Metro Area:
$180,300.00 - $263,000.00 Non-Metro New York state & Washington state: $160,700.00 - $234,100.00 • For quota-based sales roles on Cisco's sales plan, the ranges provided in this posting include base pay and sales target incentive compensation combined. •Employees in Illinois, whether exempt or non-exempt, will participate in a unique time off program to meet local requirements.Cisco is an Affirmative Action and Equal Opportunity Employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, gender, sexual orientation, national origin, genetic information, age, disability, veteran status, or any other legally protected basis. Cisco will consider for employment, on a case by case basis, qualified applicants with arrest and conviction records.
Benefits
- Paid Time Off (PTO)
- Sick Leave
- Floating Holidays
- 401(k) Plans