Sr. Sustaining and Forward Deployed Engineer
United States
About Us
Abacus Insights is transforming how data and AI work for health plans. Our mission is simple: make healthcare data usable, so the people responsible for care and cost decisions can act faster, with confidence.
As the AI Data Platform for Payer Intelligence, we help health plans break down data silos to create a single, trusted data foundation. That foundation powers better decisions—so plans can improve outcomes, reduce waste, and deliver better experiences for members and providers alike. Backed by $100M from top investors, we're tackling big challenges in an industry that's ready for change. Our platform enables GenAI use cases by delivering clean, connected, and reliable healthcare data to support automation, prioritization, and decision workflows—and it's why we are leading the way.
We help health plans break down data silos to create a single, trusted data foundation. That foundation powers better decisions—so plans can improve outcomes, reduce waste, and deliver better experiences for members and providers alike. Backed by $100M from top investors, we're tackling big challenges in an industry that's ready for change. Our platform enables GenAI use cases by delivering clean, connected, and reliable healthcare data to support automation, prioritization, and decision workflows—and it's why we are leading the way.
Our innovation begins with people. We are bold, curious, and collaborative—because the best ideas come from working together. We embrace the thoughtful use of AI and automation to drive innovation and efficiency, and we look for individuals who are curious and adaptable—those excited to leverage emerging technologies to enhance how we work—while keeping human insight, connection, and our clients at the center of every decision.
Ready to make an impact? Join us and let's build the future together.
About the Role
The Senior Site Reliability Engineer – Forward Deployed (AWS & Databricks) 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
Hands‐on software development and automation
You will own themost complex, ambiguous, and high‐impact production issues, particularly those involvingAWS 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 ahands-on role. You are expected to lead technically during incidents, debug live systems, and write production code where it meaningfully improves reliability and operability.
Your day to day
Production Operations & Incident Response
Act as asenior technical escalation pointduring production incidents
Lead real-time incident triage, mitigation, and recovery efforts
Driveroot 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
Sustaining Engineering & Post‐Launch Ownership
Ownpost-launch reliability, stability, and operational qualityof core systems
Investigate and resolve complex field issues and production defects
Ensure fixes developed during incidents or customer escalations areup streamed 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 solvereal‐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 intoconcrete product, platform, and operational improvements
Contribute to reusable tools, playbooks, and best practices that accelerate future deployments
AWS & Databricks Technical Expertise
Serve as a subject matter expert forAWS‐hosted production systems
Troubleshoot and resolve issues across:AWS compute, storage, networking, IAM, and security
Databricks jobs, clusters, and Spark‐based data pipelines
Debug performance degradation, scalability issues, job failures, and data correctness problems
Partner with platform and data teams to harden systems forreliability, scale, and operability
Software Development & Automation
Writeproduction‐quality codeto:Automate operational workflows
Improve reliability and observability
Eliminate manual intervention and reduce incident frequency
Contribute primarily inPython, with exposure to JVM‐based systems as needed
Review code with a strong emphasis onoperability, resiliency, and maintainability
Advocate for "build it so it can be operated" engineering standards
Technical Leadership & Collaboration
Providetechnical 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 inhigh‐pressure, ambiguous environments, especially during customer‐impacting incidents
What you bring to the team
10+ years of experience insoftware engineering, SRE, sustaining engineering, or production operations
Deep hands‐on experience operatingproduction systems in AWS
Strong experience troubleshootingDatabricks and large‐scale data platforms
Proficiency inPythonand 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 problemsend‐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.
What we would like to see, but not required
Experience inhealthcare, health insurance, or regulated data environments
Familiarity with:Kubernetes (EKS), EMR, Lambda
Spark internals
Snowflake or similar data warehouses
Experience with FHIR, MDM systems, or entity resolution
Prior experience inSWAT, escalation engineering, or tiger‐team roles
Experience contributing to or operating within SRE/on‐call programs
Compensation:
Compensation for this role is based on experience, skills, and location, and includes base salary plus eligibility for performance bonuses and equity grants.
What you'll get in return:
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
Our Commitment as an Equal Opportunity Employer
As a mission‐led technology company helping to drive better healthcare outcomes, Abacus Insights believes that the best innovation and value we can bring to our customers comes from diverse ideas, thoughts, experiences, and perspectives. Therefore, we dedicate resources to building diverse teams and providing equal employment opportunities to all applicants. Abacus prohibits discrimination and harassment regarding race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, or local laws.
At the heart of who we are is a commitment to continuously and intentionally building an inclusive culture—one that empowers every team member across the globe to do their best work and bring their authentic selves. We carry that same commitment into our hiring process, aiming to create an interview experience where you feel comfortable and confident showcasing your strengths. If there's anything we can do to support that—big or small—please let us know.
Voluntary Self-Identification
For government reporting purposes, we ask candidates to respond to the below self-identification survey. Completion of the form is entirely voluntary. Whatever your decision, it will not be considered in the hiringprocess or thereafter. Any information that you do provide will be recorded and maintained in aconfidential file.
As set forth in Abacus Insights's Equal Employment Opportunity policy,we do not discriminate on the basis of any protected group status under any applicable law.
If you believe you belong to any of the categories of protected veterans listed below, please indicate by making the appropriate selection. As a government contractor subject to the Vietnam Era Veterans Readjustment Assistance Act (VEVRAA), we request this information in order to measurethe effectiveness of the outreach and positive recruitment efforts we undertake pursuant to VEVRAA. Classification of protected categoriesis as follows:
A "disabled veteran" is one of the following: a veteran of the U.S. military, ground, naval or air service who is entitled to compensation (or who but for the receipt of military retired pay would be entitled to compensation) under laws administered by the Secretary of Veterans Affairs; or a person who was discharged or released from active duty because of a service-connected disability.
A "recently separated veteran" means any veteran during the three-year period beginning on the date of such veteran's discharge or release from active duty in the U.S. military, ground, naval, or air service.
An "active duty wartime or campaign badge veteran" means a veteran who served on active duty in the U.S. military, ground, naval or air service during a war, or in a campaign or expedition for which a campaign badge has been authorized under the laws administered by the Department of Defense.
An "Armed forces service medal veteran" means a veteran who, while serving on active duty in the U.S. military, ground, naval or air service, participated in a United States military operation for which an Armed Forces service medal was awarded pursuant to Executive Order 12985.
Select...
AI Use in Recruitment
We use AI-powered tools throughout our recruitment process. This includes Greenhouse's Real Talent Matching Technology, which helps prioritize applications based on job‐related criteria, as well as additional AI tools used to support sourcing, interview preparation, and other recruiting tasks. We do not remove the human element—our recruiters and hiring teams review all applications and make all decisions related to candidate progression and hiring, regardless of which tools are used to support that process.
By applying, you acknowledge that we will collect and process your personal information for recruiting purposes in accordance with applicable data protection laws. Please review our Applicant Privacy Notice for more information, including your rights.