Senior Data Engineer

Sovos; Farnborough; On-site; GBP 70,000 - 100,000; Full time

Benefits offered by this job

Health insurance

Dental insurance

Life insurance

Critical illness coverage

Income protection

Wellbeing support

Global meeting free days

Career development

Job summary

Sovos in the United Kingdom is seeking a Senior Data Engineer to own the full data pipeline from ingestion to close-ready outputs, supporting FP&A, accounting, and leadership.

You will design Snowflake architecture and dbt models for Billing, ARR, Deferred Revenue, and Revenue Recognition, ensuring reliability, documentation, and governance across the data stack. This role emphasizes on-call ownership and collaboration with finance stakeholders.

Qualifications

• 5–8 years of data engineering experience with production pipelines and dbt at scale.
• Advanced SQL skills including CTEs, window functions, and multi-source queries.
• Production dbt experience with modular models, tests, documentation, and semantic metadata for both AI and BI consumers.
• Snowflake expertise: roles, warehouses, governance, masking policies, and row-level security.
• Experience supporting financial close cycles, including on-call ownership of pipeline failures; understands what WD1 means and why it matters.

Responsibilities

• Design and build the Snowflake schema and dbt model architecture for the topline data chain: Billing, ARR, Deferred Revenue, Revenue Recognition, Close Pack
• Deliver ingestion and transformation models with full test coverage and documentation across all assigned use cases
• Own pipeline reliability through financial close -- monitor, alert on, and recover from failures; serve as the primary on-call escalation point
• Establish data quality standards, dbt testing conventions, and Snowflake governance patterns for the broader team
• Partner with the Analytics Engineer on business-layer model design to ensure technical outputs map accurately to finance requirements
• Extend the dbt model layer to cover operating expenses (OPEX), cost of goods sold (COGS), commissions, and ASC 340-40 capitalized software as scope grows
• Write dbt YAML documentation -- table descriptions, column definitions, and grain statements -- as a first-class production deliverable, recognizing that documentation quality directly determines AI answer accuracy
• Own row-level security and model freshness SLAs for real-time AI queries, treating AI consumers as first-class stakeholders alongside finance

Skills

Advanced SQL

dbt knowledge

Snowflake proficiency

Python scripting

Tools

dbt

Snowflake

Azure/AWS

NetSuite integration

Job description

Build your future with Sovos.

If you're seeking a career where innovation meets impact, you've come to the right place. As a global leader, Sovos is transforming tax compliance from a business requirement to a force for growth while revolutionizing how businesses navigate the ever-changing regulatory landscape.

At Sovos, we're dedicated to more than just solving compliance challenges -- we're committed to making a positive and lasting difference in everything we do. Our teams operate on the modern edge of digital technology, working not only to solve complex business challenges but also to enrich our personal, professional, and local communities.

Our purpose-built systems provide the tools you need to thrive in a world where governments demand increased visibility, faster reporting and greater control over business processes. Excited about the possibilities? So are we!

The Work You'll Do:

At Sovos, we're building a world-class financial data platform to support a global tax compliance leader -- and the Senior Data Engineer is the foundation it all runs on. In this role, you'll own the full pipeline stack: from ingestion through transformation, all the way to the finance-trusted, close-ready outputs that Financial Planning and Analysis (FP&A), Accounting, and leadership rely on to make critical decisions. You'll design and build the Snowflake architecture and dbt model infrastructure that underpins our topline data chain, and you'll be the person the team counts on when something needs to be fixed before close. This isn't just plumbing -- it's high-visibility, high-ownership engineering work with a direct line to business impact. You'll also play a key role in shaping how AI consumers interact with structured financial data, treating them as first-class stakeholders alongside finance teams.

More specifically, you will:

• Design and build the Snowflake schema and dbt model architecture for the topline data chain: Billing, Annual Recurring Revenue (ARR), Deferred Revenue, Revenue Recognition (Rev Rec), and Close Pack
• Deliver ingestion and transformation models with full test coverage and documentation across all assigned use cases
• Own pipeline reliability through financial close -- monitor, alert on, and recover from failures; serve as the primary on-call escalation point
• Establish data quality standards, dbt testing conventions, and Snowflake governance patterns for the broader team
• Partner with the Analytics Engineer on business-layer model design to ensure technical outputs map accurately to finance requirements
• Extend the dbt model layer to cover operating expenses (OPEX), cost of goods sold (COGS), commissions, and ASC 340-40 capitalized software as scope grows
• Write dbt YAML documentation -- table descriptions, column definitions, and grain statements -- as a first-class production deliverable, recognizing that documentation quality directly determines AI answer accuracy
• Own row-level security and model freshness SLAs for real-time AI queries, treating AI consumers as first-class stakeholders alongside finance

What We Need From You

• 5-8 years of experience in data engineering, with a track record of building and maintaining production pipelines and dbt projects at scale
• Advanced SQL skills: CTEs, window functions, LATERAL joins, performance tuning, and complex multi-source financial queries
• Production dbt experience: modular models, tests, documentation, and semantic metadata for both AI and BI consumers
• Snowflake proficiency: roles, warehouses, governance, masking policies, and row-level security -- not just querying, but owning the environment
• Experience supporting financial close cycles, including on-call ownership of pipeline failures; understands what WD1 means and why it matters
• Fluency in the revenue data chain (Billing, ARR, Deferred Revenue, Revenue Recognition, Close Pack) with the ability to engage finance stakeholders directly on data discrepancies
• Strong communication skills: able to explain technical trade-offs to non-technical audiences and write documentation that finance analysts can use to validate outputs
• Preferred: Experience integrating CRM/ERP systems (NetSuite, Salesforce, or similar) into a warehouse layer, including ELT patterns, API pagination, and incremental loads
• Preferred: Python for pipeline scripting and orchestration
• Preferred: Cloud infrastructure experience: Azure (App Service, Azure Active Directory (AD), Functions) or AWS; familiarity with auth patterns (JWT, OAuth) and CI/CD fundamentals
• Preferred: Experience with Model Context Protocol (MCP) or similar frameworks for connecting AI agents to structured data
• Preferred: Background in B2B SaaS metrics: ARR, gross revenue retention (GRR), net revenue retention (NRR), churn, and deferred revenue
• Preferred: Familiarity with data governance practices: PII handling, access control, and GDPR basics
• Nice to Have: RAG architecture, hybrid retrieval strategies, or prompt engineering experience
• Nice to Have: MLOps or ML pipeline experience
• Nice to Have: Domain knowledge in compliance, tax technology, or e-invoicing
• Due to client contractual obligations, the successful candidate will be asked to clear a background check upon hire.

What Does Sovos Offer You?

The tools to enhance your life - because we want you to enjoy your life outside of work and inside!

• 30 days holiday (plus 8 days Bank Holiday)
• Health insurance
• Dental insurance
• Life insurance
• Critical illness insurance
• Income protection
• Mental wellbeing support
• Global Meeting Free Days
• Award Winning Career Development and Training opportunities, and more!

Sovos is an equal opportunity employer committed to providing an environment that celebrates diversity and where equal employment opportunities are available to all applicants and employees. We do not discriminate against race, color, religions, national origin, age, sex, marital status, physical or mental disability, veteran status, gender identity, sexual orientation, or any other characteristic provided by law. At Sovos, all employees are encouraged to bring their whole selves to work.

Company Background

Sovos is a global provider of tax, compliance and trust solutions and services that enable businesses to navigate an increasingly regulated world with true confidence. Purpose-built for always-on compliance capabilities, our scalable IT-driven solutions meet the demands of an evolving and complex global regulatory landscape. Sovos' cloud-based software platform provides an unparalleled level of integration with business applications and government compliance processes.

More than 100,000 customers in 100+ countries -- including half the Fortune 500 -- trust Sovos for their compliance needs. Sovos annually processes more than three billion transactions across 19,000 global tax jurisdictions. Bolstered by a robust partner program more than 400 strong, Sovos brings to bear an unrivaled global network for companies across industries and geographies. Founded in 1979, Sovos has operations across the Americas and Europe, and is owned by Hg and TA Associates. For more information visit http://www.sovos.com and follow us on LinkedIn and Twitter.