Analytics Engineer
•Linear· 2h
🏷️ Data Science⏰ Full-time📈 Mid Level🇺🇸 USA
2h ago
Laurel·about 8 hours ago
Laurel is on a mission to return time. As the leading AI Time platform for professional services firms, we’re transforming how organizations capture, analyze, and optimize their most valuable resource: time. Our proprietary machine learning technology automates work time capture and connects time data to business outcomes, enabling firms to increase profitability, improve client delivery, and make data-driven strategic decisions. We serve many of the world's largest accounting and law firms, including EY, Aprio, Crowell & Moring, and Frost Brown Todd, and process over 1 billion work activities annually that have never been collected and aggregated before Laurel’s AI Time platform.
Our team comprises top talent in AI, product development, and engineering—innovative, humble, and forward-thinking professionals committed to redefining productivity in the knowledge economy. We're building solutions that empower workers to deliver twice the value in half the time, giving people more time to be creative and impactful. If you're passionate about transforming how people work and building a lasting company that explores the essence of time itself, we'd love to meet you.
We're looking for a technically skilled Implementation Engineer to support our clients' ongoing technical operations and critical system transitions. In this role, you'll work alongside our Principal Partner Engineers to ensure seamless integrations between Laurel and client Practice Management Systems (PMS), ERP platforms, and other business-critical systems, resolve complex technical issues, and guide clients through high-stakes system migrations.
A key focus of this role is supporting clients operating within complex ERP environments. Hands-on experience with SAP S/4HANA is important, including an understanding of ERP integrations, data flows, system dependencies, and troubleshooting across connected platforms. Experience working with other enterprise ERP systems is also highly valuable.
This is a hybrid role that combines DevOps monitoring, technical troubleshooting, ERP and PMS integrations, and client-facing support. You'll be the escalation point for internal teams when integrations fail, systems go down, or data isn't flowing correctly. You'll investigate issues across Laurel, SAP S/4HANA and other ERP environments, Practice Management Systems, APIs, and related integration layers to identify root causes and coordinate resolutions.
While much of your work happens behind the scenes, you'll also interact directly with client technical contacts to diagnose issues, coordinate fixes, support system migrations and ERP transitions, and ensure their billing operations run smoothly.
Build new and/or customize existing Boomi processes for client system integration with Laurel
Work with client to test deployed Boomi processes including validating data integrity for each integration
Support clients transitioning between billing systems (e.g., switching from one PMS to another) including coordinating migration activities with zero downtime requirements
Provide urgent support during high-pressure go-live periods (may require flexibility for evening/weekend work during critical cutovers)
Document processes and lessons learned for continuous improvement
Monitor integration health across all client environments, responding quickly to alerts for client centric systems
Investigate and resolve client centric system alerts to prevent data discrepancies in client billing systems (critical <1 hour response)
Manage Boomi Atom monitoring, responding to unexpected shutdowns and flow exceptions
Troubleshoot data flow issues from Laurel through to client PMS systems, identifying breakpoints and implementing fixes
Perform root cause analysis on recurring issues and implement preventative measures
Coordinate rapid system shutdowns during critical incidents to prevent data integrity issues
Optimize integration performance by identifying and refactoring inefficient processes
Serve as Level 2 technical escalation for sync issues
Support Principal Partner Engineers with complex troubleshooting across multiple client environments
Diagnose issues spanning multiple systems (Laurel, Boomi, client PMS, productivity tools)
Document issue patterns and create knowledge base articles for common scenarios
Collaborate with Engineering teams when issues require code fixes or feature modifications
Maintain internal tools built to facilitate support and troubleshooting
Communicate directly with client IT/technical contacts during escalations and outages
Explain technical issues and resolutions in clear, non-technical language when needed
Coordinate with client technical teams to resolve integration issues on their end
Build relationships with key client technical contacts for faster issue resolution
Participate in weekly check-in meetings with larger clients to address emerging issues
Provide status updates during incidents, managing client expectations around resolution timelines
3-5 years of technical experience in integration engineering, DevOps, technical support, or similar role
Strong troubleshooting skills: Ability to trace data flow across multiple systems and identify where things break
API and database experience: Comfortable working with REST APIs, SQL queries, and database concepts
Integration platforms: Experience with iPaaS tools (Boomi, MuleSoft, or Zapier similar)
System monitoring: Familiarity with alerting systems, log analysis, and proactive monitoring
Client-facing communication: Ability to explain technical concepts to non-technical stakeholders and manage expectations during incidents
Pressure management: Calm and methodical when responding to time-sensitive issues affecting client billing operations
Problem-solving mindset: You dig into complex issues until you find the root cause, not just surface symptoms
Experience with legal tech, professional services software, human capital management services, or time & billing systems (SAP, Workday, Aderant, Elite 3E, Practice Engine, CCH Axcess, Clio, etc.)
Familiarity with authentication protocols (SSO, SAML, OAuth)
Knowledge of Microsoft 365 integrations (Exchange, Outlook, Teams)
Experience supporting SaaS applications in enterprise environments
Previous work in a high-velocity, customer-centric environment
Scripting/automation skills (Python, PowerShell, Javascript, or similar)
Understanding of data validation and reconciliation processes
SAP S/4HANA Technical Integration (BTP, REST APIs, and ERP Architecture)
SQL query writing and database troubleshooting
REST API testing and debugging (Postman, curl, or similar)
Log analysis and pattern recognition
Basic scripting for automation and data manipulation
Understanding of data sync patterns (bi-directional sync, ETL processes)
Ticket/case management systems (Jira, Linear, ServiceNow, or similar)
Clear communicator: Can translate technical issues for both engineers and clients
Urgency-driven: Understands that billing system issues directly impact client revenue
Collaborative: Works well with Principal Engineers, Account Managers, and client teams
Detail-oriented: Small data mismatches can create big billing problems
Adaptable: Comfortable shifting priorities based on urgent escalations
Ownership mentality: Takes responsibility for seeing issues through to resolution
In this position, you're protecting client revenue. When integrations fail, time doesn't get captured. When entries get stuck, billing is delayed. When migrations go wrong, clients lose trust. You'll be the technical safety net that ensures these critical systems work flawlessly.
You'll work with a small, highly skilled team where your contributions directly impact customer success. The Implementation team has deep knowledge of how data flows through our entire ecosystem—knowledge you'll develop and leverage to solve problems other teams can't.
In 30 Days:
Understand Laurel's architecture and how data flows from capture to billing system
Shadow Principal Engineers on escalations and begin triaging basic issues independently
Respond to monitoring alerts and understand when to escalate vs. resolve
Become familiar with common client PMS configurations and integration patterns
In 60 Days:
Independently troubleshoot and resolve Level 2 escalations
Communicate effectively with client technical contacts during incidents
Identify patterns in recurring issues and propose preventative solutions
Deploy Boomi Integration for new customer from start to finish
In 90 Days:
Own the monitoring and alerting workflow, coordinating rapid responses to critical incidents
Build trusted relationships with key client technical contacts
Proactively identify integration issues before they impact clients
Contribute to process improvements that reduce time-to-resolution or prevent issues entirely
Support your first system migration from start to finish
You'll join the Implementation team, which owns the complete technical relationship between Laurel and client Practice Management Systems. Despite the name, "Implementation" does far more than just onboard new clients—we handle ongoing feature development, DevOps monitoring, performance optimization, and troubleshooting throughout the entire customer lifecycle.
Our team includes Principal Partner Engineers who are experts in complex integrations and system architecture. As an Implementation Engineer, you'll work closely with them, handling the operational and support aspects that allow them to focus on strategic technical work and new implementations.
To date, we've secured significant funding from renowned venture capitalists (Google Ventures, IVP, Anthos, Upfront Ventures), as well as notable individuals like Marc Benioff, Gokul Rajaram, Kevin Weil, and Alexis Ohanian
A smart, fun, collaborative, and inclusive team
Great employee benefits, including equity and 401K
Bi-annual, in-person company off-sites, in unique locations, to grow and share time with the team
An opportunity to perform at your best while growing, making a meaningful impact on the company's trajectory, and embodying our core values: understanding your "why," dancing in the rain, being your whole self, and sanctifying time
We encourage diverse perspectives and rigorous thinkers who aren't afraid to challenge the status quo. Laurel is an equal opportunity employer. All applicants will be considered for employment without attention to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status. We are not able to support visa sponsorship or relocation assistance.
If you think you'd be a good fit for this role, we encourage you to apply, even if you don’t perfectly match all the bullet points in the job description. At Laurel, we strive to create an inclusive culture that encourages people from all walks of life to bring their unique, diverse perspectives to work. Every day, we aim to build an environment that empowers us all to do the best work of our careers, and we can't wait to show you what we have to offer!