Position Summary
The Analytics Engineer is responsible for owning the design, build, and ongoing maintenance of data products in the MART layer of the firm’s data platform. This role creates and evolves foundational and business data products from governed underlying data, applying reusable business logic, documentation, testing, and access controls so data can be consumed consistently across the enterprise. The ideal candidate also authors and maintains semantic models that make trusted data easier to use for AI experiences, dashboards, reporting, and downstream integrations into operational platforms. Success in this role requires strong technical depth, a product mindset, and close partnership with engineering, BI, analytics, and business stakeholders.
This is a hybrid role with 3 days/week onsite in St. Louis.
Primary Responsibilities
Own the design, development, and maintenance of MART-layer foundational and business data products built from curated enterprise data.
Translate business requirements into reusable data products, metrics, and transformation logic that support consistent consumption across teams and platforms.
Build and maintain semantic models with rich metadata, business definitions, and synonyms to enable trusted self-service analytics and AI consumption.
Develop models that support multiple consumption patterns, including dashboards, reports, AI agents, APIs, file delivery, and operational system integrations.
Apply complex business logic in a governed, version-controlled manner using modern transformation tooling and software engineering best practices.
Partner with data engineers, BI engineers, analysts, architects, and business stakeholders to define product intent, validate logic, and prioritize enhancements.
Ensure data product quality through testing, monitoring, reconciliation, and issue resolution across upstream data, transformations, and downstream consumption.
Document data products, semantic models, lineage, and usage guidance to improve transparency, stewardship, and user adoption.
Support governed access patterns through metadata, role-based access considerations, and alignment with enterprise data governance standards.
Continuously improve MART-layer patterns, semantic model design, and consumer enablement based on platform evolution and business needs.
Required Skills
Strong experience building analytics-ready data models and reusable business logic in modern cloud data platforms such as Snowflake.
Hands-on expertise with DBT or similar transformation frameworks, including modular modeling, testing, documentation, and version control.
Proven ability to design and maintain semantic models, metrics, dimensions, and business definitions for consistent downstream consumption.
Strong SQL skills and experience optimizing transformation logic for performance, scalability, and maintainability.
Experience supporting multiple data consumption patterns, including BI dashboards, AI use cases, reporting, APIs, file delivery, and operational integrations.
Understanding of data governance, metadata, lineage, role-based access, and quality controls in enterprise data platforms.
Ability to partner effectively with cross-functional stakeholders to translate business needs into scalable, trusted data products.
Strong written and verbal communication skills with the ability to document logic, definitions, assumptions, and usage guidance clearly.
Qualifications
Bachelor’s degree in Computer Science, Information Systems, Data Analytics, Engineering, or a related field, or equivalent practical experience.
5+ years of experience in analytics engineering, data engineering, BI engineering, or a closely related data role.
Experience building governed data models and data products in enterprise environments with multiple downstream consumers.
Demonstrated experience applying software engineering best practices to analytics workflows, including Git-based development, testing, and deployment discipline.
Experience working with modern BI and semantic technologies such as Power BI, Snowflake semantic capabilities, or similar platforms is preferred.
Familiarity with metadata/catalog platforms, lineage tooling, and enterprise documentation practices is preferred.
Experience in financial services, wealth management, or other regulated industries is a plus.
Demonstrated ability to work independently, manage priorities, and take ownership of data products from design through ongoing support.
This position is an exempt position. The annualized base pay range for this role is expected to be between $90,000 - $110,000. Actual base pay could vary based on factors including but not limited to experience, subject matter expertise, geographic location where work will be performed and the applicant's skill set. The base pay is just one component of the total compensation package for employees. Other reward may include an annual cash bonus and a comprehensive benefits package.
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About Focus Financial Partners
Focus is a leading financial services firm comprised of integrated wealth management, family office, and business management services. Blending deep expertise and expansive resources with a boutique, client-first fiduciary philosophy, Focus helps individuals, families, and institutions navigate complex financial situations with highly personalized solutions tailored to their unique needs. To learn more about Focus, visit www.focusfinancialpartners.com or follow the company on LinkedIn.
Focus is an equal opportunity employer and bases its employment decisions on the employee or candidate’s skillset, and without regard to an employee or candidate’s race, color, religion, sex (including pregnancy), gender identity, sexual orientation, national origin, age, disability, genetic information, veteran status, or any other characteristic protected by local, state and/or federal law.
Focus complies with federal and state disability laws and makes reasonable accommodations for applicants and employees with disabilities. If reasonable accommodation is needed to participate in the job application or interview process, to perform essential job functions, and/or to receive other benefits and privileges of employment, please contact [email protected].
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For Massachusetts Applicants: It is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment. An employer who violates this shall be subject to criminal penalties and civil liability.
For Montana Applicants: If hired, the employment relationship is governed by the Wrongful Discharge from Employment Act. Mont. Code Ann. Section 39-2-901.
For Rhode Island Applicants: Focus is subject to Chapters 29-38 of Title 28 of the General Laws of Rhode Island and is therefore covered by the state’s workers’ compensation law. If you willfully provide false information about your ability to perform the essential functions of the job, with or without reasonable accommodations, you may be barred from filing a claim under the provisions of the Workers’ Compensation Act of the State of Rhode Island if the false information is directly related to the personal injury that is the basis for the new claim for compensation. The Company complies fully with the Americans with Disabilities Act.
Skills Required
- Experience building analytics-ready data models and reusable business logic in cloud data platforms (e.g., Snowflake).
- Hands-on expertise with dbt or similar transformation frameworks, including modular modeling, testing, documentation, and version control.
- Proven ability to design and maintain semantic models, metrics, dimensions, and business definitions.
- Strong SQL skills and experience optimizing transformation logic for performance and scalability.
- Experience supporting multiple data consumption patterns (BI dashboards, AI use cases, reporting, APIs, file delivery, operational integrations).
- Understanding of data governance, metadata, lineage, role-based access, and quality controls in enterprise data platforms.
- Ability to partner with cross-functional stakeholders to translate business needs into scalable, trusted data products.
- Strong written and verbal communication skills and ability to document logic, definitions, assumptions, and usage guidance.
- Bachelor's degree in Computer Science, Information Systems, Data Analytics, Engineering, or related field, or equivalent experience.
- 5+ years of experience in analytics engineering, data engineering, BI engineering, or closely related data role.
- Experience applying software engineering best practices to analytics workflows, including Git-based development, testing, and deployment discipline.
- Experience building governed data models and data products in enterprise environments with multiple downstream consumers.
- Experience with modern BI and semantic technologies such as Power BI or Snowflake semantic capabilities.
- Familiarity with metadata/catalog platforms, lineage tooling, and enterprise documentation practices.
- Experience in financial services, wealth management, or other regulated industries.
- Demonstrated ability to work independently, manage priorities, and take ownership of data products from design through ongoing support.
Focus Financial Partners Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Focus Financial Partners and has not been reviewed or approved by Focus Financial Partners.
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Fair & Transparent Compensation — Pay is presented with clear salary bands in multiple public job postings across roles and locations, aligning with typical ranges for similar industry titles. Role-level transparency spans client service, trading, and corporate/transaction positions.
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Affordable Benefits — Health insurance is characterized as affordable alongside favorable commentary on the overall package. Core coverage includes medical, dental, vision, life insurance, and a 401(k) noted in corporate postings.
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Wellbeing & Lifestyle Benefits — Broader total rewards include paid volunteer time, an in-house headquarters gym, wellness amenities such as lactation rooms and healthy snacks, and tuition assistance/training investment. These elements indicate attention to employee wellbeing beyond core insurance.
Focus Financial Partners Insights
What We Do
Focus Financial Partners is a leading partnership of independent, fiduciary wealth management firms. Focus provides unrivaled access to best practices, resources, and continuity planning for its partner firms who serve individuals, families, employers and institutions with wealth management, benefit and investment consulting services. Focus partner firms maintain their operational independence, while they benefit from the synergies, scale, economics and best practices of the market leader to achieve their business objectives. For more information about Focus Financial Partners, please visit www.focusfinancialpartners.com.
