Seeking engineers
accountable for designing, deploying, and operating production AI systems for BFSI-facing vendors.
Advance your engineering career by owning real impact in production AI systems deployed into regulated environments. Work where technical decisions drive measurable outcomes, deepen your expertise across system design, deployment, and operation, and shape solutions that matter to customers and compliance-driven buyers.
What We Offer Engineers
- Production-Focused Opportunities: Connect with employers building AI systems that operate in real environments under compliance, audit, and risk constraints, not just prototypes or internal tooling.
- Clear Accountability and Scope: Roles defined around measurable outcomes in design, deployment, and operation, with expectations and success criteria you can evaluate confidently.
- Career Advancement Support: We help you articulate your technical contributions and position your experience for long-term growth and influence in regulated AI domains.
- Guided Process and Transparency: From intake through offer, we provide clear, structured communication so you understand where you stand and what the next steps are.
- Confidential, Respectful Engagement: Your information is handled discreetly, and we respect your career goals, timing, and preferences at every stage.
Accountability Domains We Care About
We partner with engineers who own production outcomes across three core domains. These responsibilities reflect the realities of developing, launching, and sustaining AI systems in regulated environments, and they define the types of opportunities we represent.
Design Accountability
- Defining and enforcing success criteria and failure modes for AI behavior in production.
- Architecting systems with compliance, governance, and risk control in mind.
- Documenting decisions in ways that withstand audit and operational review.
Deploy Accountability
- Leading go-live execution into regulated environments with security and operational controls in place.
- Ensuring data flows, configurations, and checkpoints match institutional requirements.
- Delivering deployments that meet reliability, performance, and governance expectations.
Operate Accountability
- Owning monitoring, incident response, and reliability over time.
- Driving operational resilience with documented performance metrics.
- Implementing risk control and continuous improvement cycles in production usage.
Who Thrives in These Roles
Our search support is tailored for engineers whose experience and interests align with real accountability for production AI outcomes in regulated environments. This is not a generalist placement page; it describes the kinds of backgrounds where we can add value and help advance your career.
- Production Responsibility: You have owned or significantly contributed to AI systems that run in live environments, where reliability, performance, and compliance matter.
- System Ownership Experience: You've taken accountability for outcomes in at least one phase (design, deployment, or operation) and can describe measurable contributions you made.
- Real Operational Context: You have experience with environments requiring formal governance, security, audit, or compliance considerations (enterprise settings, regulated buyers, or high-stakes workflows).
- Technical Rigor and Learning Orientation: You seek roles that challenge your technical judgment and provide opportunities to deepen your domain expertise.
- Clear, Measurable Impacts: You can point to outcomes, performance metrics, or delivery decisions that demonstrate your influence on system behavior in production.
If this resonates with your background and career goals, we can help connect you with relevant opportunities and guide you through a structured process that reflects your experience.
How Our Process Works for You
Submit Your Resume
Share your background, experience, and career goals through our form. We review submissions within 2 business days and reach out if there's a potential fit.
Initial Screening
We schedule a brief call to understand your experience, interests, and accountability domains. This helps us match you to relevant opportunities and clarify next steps.
Match to Opportunities
You'll be connected with employers whose opportunities align with your experience in production accountability, regulated environments, and technical impact.
Interview Preparation & Support
We provide guidance on interview expectations, company context, technical evaluation areas, and communication tips so you can present your strengths confidently.
Offer & Placement Support
If an offer is extended, we help with reference coordination, negotiation context, and early onboarding alignment so your transition is smooth.
Frequently Asked Questions
What types of opportunities do you work with?
We work with AI-native vendors building production AI systems that are mission-critical and used in regulated environments. These roles center on accountability for design, deployment, or operation outcomes, not exploratory or research-only functions.
How is Jane Michael different from other recruiters?
We specialize narrowly on production AI accountability roles for regulated tech vendors. Our screening and engagement process is aligned with how employers in these contexts evaluate technical ownership and measurable impact.
What does "accountability" mean in these roles?
It means owning outcomes in real environments: defining success/failure behavior, delivering into production under controls, and sustaining reliability and compliance over time.
How does confidentiality work?
Your details are handled discreetly. We won't contact your current employer without your explicit permission, and candidate information is never shared without approval.
What happens after I submit my resume?
We review submissions within 2 business days, then reach out if there's a potential fit to schedule a brief screening call and discuss next steps.
Do you work with remote or hybrid roles?
Yes. We work with employers offering remote, hybrid, and onsite opportunities where accountability outcomes are clearly defined.
Submit Your Resume
Share your experience and goals, and we'll review your submission within 2 business days. Our services are 100% free for candidates, and we will not contact your current employer without your permission.
By submitting your information, you indicate interest in being considered for future production AI accountability searches. We'll reach out if your experience aligns with an active opportunity.
Review our Equal Opportunity & Non-Discrimination Statement for our recruiting standards and reporting process.