Senior Sustaining and Forward Deployed Engineer
Abacus Insights
Role Description
The Senior Sustaining & Forward Deployed Engineer is a senior individual contributor responsible for production operations, incident response, and post-launch system reliability across Abacus Insights’ platform. This role blends:
- SRE and production operations
- SWAT-style deep technical problem solving
- Forward-deployed, customer-facing technical work
- Hands-on software development and automation
You will own the most complex, ambiguous, and high-impact production issues, particularly those involving AWS infrastructure, Databricks workloads, and large-scale data pipelines. You will work directly with customers on escalations and deployments, while ensuring learnings are translated back into durable product and platform improvements. This is a hands-on role. You are expected to lead technically during incidents, debug live systems, and write production code where it meaningfully improves reliability and operability.
Qualifications
- 10+ years of experience in software engineering, SRE, sustaining engineering, or production operations
- Deep hands-on experience operating production systems in AWS
- Strong experience troubleshooting Databricks and large-scale data platforms
- Proficiency in Python and experience building production services or tooling
- Strong understanding of distributed systems
- Incident management and RCA practices
- Monitoring, alerting, and observability
- CI/CD Pipelines that leverage Infrastructure as Code
- Proven ability to own problems end-to-end, from detection to permanent resolution
- Excellent communication skills, especially during incidents and customer escalations
- Ability to work backward from customer impact to root cause across systems and codebases, delivering fixes in environments with minimal documentation
- Strong instinct for operational risk, with the ability to proactively identify failure modes and harden systems before they impact customers
Requirements
- Act as a senior technical escalation point during production incidents
- Lead real-time incident triage, mitigation, and recovery efforts
- Drive root cause analysis (RCA) with a focus on systemic, long-term fixes
- Identify recurring failure patterns and push for architectural or operational improvements
- Partner with Customer Success and Engineering to manage customer impact during incidents
- Own post-launch reliability, stability, and operational quality of core systems
- Investigate and resolve complex field issues and production defects
- Ensure fixes developed during incidents or customer escalations are upstreamed into the core product
- Improve operational readiness of services through better runbooks, monitoring, and alerting
- Reduce operational toil by converting repeated manual work into automation
- Engage directly with strategic customers to solve real-world, production-grade technical challenges
- Support complex deployments, integrations, and escalations in customer environments
- Act as a trusted technical partner to customers during high-impact issues
- Translate customer learnings into concrete product, platform, and operational improvements
- Contribute to reusable tools, playbooks, and best practices that accelerate future deployments
- Serve as a subject matter expert for AWS-hosted production systems
- Troubleshoot and resolve issues across AWS compute, storage, networking, IAM, and security
- Debug performance degradation, scalability issues, job failures, and data correctness problems
- Partner with platform and data teams to harden systems for reliability, scale, and operability
- Write production-quality code to automate operational workflows, improve reliability and observability, and eliminate manual intervention
- Review code with a strong emphasis on operability, resiliency, and maintainability
- Provide technical leadership without formal authority, influencing design and operational decisions
- Mentor engineers through pairing, reviews, and incident leadership
- Collaborate closely with Product, Engineering, Data, and Customer teams
- Operate effectively in high-pressure, ambiguous environments, especially during customer-impacting incidents
Benefits
- Unlimited paid time off – recharge when you need it
- Work from anywhere – flexibility to fit your life
- Comprehensive health coverage – multiple plan options to choose from
- Equity for every employee – share in our success
- Growth-focused environment – your development matters here
- Home office setup allowance – one-time support to get you started
- Monthly cell phone allowance – stay connected with ease
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