Databricks管理员

Are you ready to join a growing team that puts a premium on productivity and has an award-winning culture centered around transforming talented employees into effective business leaders? Then BHG Financial is the place for you. 
 
In 2001, we started with an idea, an opportunity, and $25,000. Back then, our focus was strictly 
on serving those in the medical industry. With healthcare in our heritage, we soon expanded 
to serve high-earning professionals in many 
other industries, providing all with leading-edge financial solutions, including our extensive network of community banks.
 
Today, BHG Financial has firmly established 
its legacy as a leader in the financial services space. Founded on the philosophy of a better way to borrow, we are dedicated to helping accomplished professionals, small businesses, and institutions build upon their success through innovative financial solutions, a hassle-free process, and personalized concierge service.
 
Our relentless commitment to the success of our customers is part of what has made BHG Financial thrive. We take a 360-degree view of our customers to tailor the best solutions for their financial aspirations. Today's professionals have multiple sources of income, not just their paycheck. Therefore, it is essential to factor those in when making responsible lending decisions. Our continued focus on data, analytics, and proprietary modeling has enabled faster funding for our customers.  
 
From business to personal loans to relationships with community banks, the country’s top professionals and business owners rely on us for our exceptional financial solutions and concierge service to continue their success and legacy.

What You'll Do
Configure, maintain, and administer Azure Databricks workspaces and clusters across development, staging, and production environments. 
Monitor cluster health, performance metrics, resource utilization, and platform availability. 
Optimize cluster, SQL warehouse, and workspace configurations for performance and cost efficiency. 
Manage workspace governance, including job scheduling, notebook organization, audit logging, and operational standards. 
Administer user access, workspace permissions, SQL warehouse configurations, and group-based security controls. 
Troubleshoot infrastructure issues, performance bottlenecks, connectivity problems, and workload failures. 
Support disaster recovery and high-availability planning, validation, and operational readiness for Databricks workloads. 
Collaborate with data engineering teams to establish Databricks usage standards, support workload reliability, troubleshoot platform issues, optimize Delta Lake performance, and promote governed platform adoption. 
Administer and enforce security policies, RBAC, encryption standards, and access controls. 
Maintain documentation and runbooks for operational procedures. 
Support capacity planning, cost optimization, and platform improvement initiatives.

Security Governance

Maintain security governance standards for Azure Databricks in a financial services environment, including RBAC, least-privilege access, privileged access controls, and group-based permissions. 
Administer Unity Catalog permissions, metastore access, catalogs, schemas, tables, volumes, and external locations to enforce governed data access. 
Manage workspace permissions, admin roles, service principals, groups, SCIM provisioning, and Microsoft Entra ID integration to support secure identity governance. 
Configure and review compute policies, cluster permissions, instance pool access, SQL warehouse permissions, and job ownership to reduce unnecessary privilege and control platform usage. 
Oversee secrets management, token usage, storage credential access, and Key Vault-backed configurations to protect sensitive financial, customer, and operational data. 
Coordinate recurring access reviews, access certification, and timely remediation of excessive, inappropriate, or outdated permissions to support internal control requirements. 
Review Databricks audit logs, security events, access changes, and control findings to identify risks, policy exceptions, segregation-of-duties concerns, and required remediation actions. 
Support audit and regulatory readiness by maintaining evidence for access controls, configuration standards, policy enforcement, operational procedures, and change management activities. 
Partner with cybersecurity, compliance, risk, infrastructure, and data governance teams to align Databricks controls with financial services security, privacy, and compliance expectations.

What You'll Need
5+ years of experience administering cloud-based data platforms or analytics environments, with a focus on operational support, governance, and reliability. 
3+ years of hands-on experience administering Azure Databricks workspaces, Unity Catalog, clusters, jobs, SQL warehouses, and platform settings. 
Strong experience managing Databricks users, groups, workspace permissions, admin roles, service principals, SCIM provisioning, and Microsoft Entra ID integration. 
Experience administering Unity Catalog, including metastores, catalogs, schemas, tables, volumes, permissions, storage credentials, and external locations. 
Ability to configure and maintain compute policies, cluster permissions, instance pools, SQL warehouses, job ownership, and platform usage controls. 
Experience monitoring Databricks platform health, cluster performance, job execution, workload failures, audit logs, and resource utilization. 
Strong troubleshooting skills for Databricks platform issues, Spark workloads, connectivity problems, permission errors, and performance bottlenecks. 
Working knowledge of Python, SQL, PowerShell, Databricks CLI, REST APIs, and automation practices used to support platform administration. 
Experience supporting operational controls, access reviews, audit evidence, change management, runbooks, and platform documentation. 
Knowledge of Databricks security governance, RBAC, least privilege, encryption, secrets management, audit readiness, and secure data access patterns. 
Understanding of Azure networking and security concepts, including private endpoints, firewalls, network security groups, storage access, Key Vault, and secure connectivity. 
Experience partnering with data engineering teams to support reliable pipelines, workload troubleshooting, performance tuning, platform standards, and secure Databricks operations.
Travel requirement: All roles require travel during the first 6 months of employment to attend the BHG Oars in Experience. After the initial 6 months, ongoing travel is expected at approximately ~5% annually for periodic team on-sites, team meetings, and cross-functional collaboration.
Work Authorization: This role is not eligible for employer-provided immigration sponsorship. To be considered, applicants must already possess valid U.S. work authorization that will not require sponsorship now or in the future.

Technical Skills & Technologies

Databricks Platform Administration: Workspaces, workspace settings, admin console, clusters, jobs, notebooks, SQL warehouses, instance pools, compute policies, and audit logs. 
Unity Catalog Administration: Metastores, catalogs, schemas, tables, volumes, permissions, storage credentials, external locations, and governed data access. 
Identity and Access Management: Users, groups, service principals, workspace permissions, admin roles, RBAC, SCIM provisioning, Microsoft Entra ID integration, and least-privilege access controls. 
Security and Governance: Secrets management, token usage, encryption, Key Vault-backed configurations, access reviews, audit evidence, policy enforcement, and regulatory readiness. 
Monitoring and Troubleshooting: Cluster health, job failures, SQL warehouse performance, Spark workload issues, audit log review, resource utilization, connectivity issues, and performance bottlenecks. 
Automation and Administration Tools: Databricks CLI, REST APIs, Terraform awareness, Python, PowerShell, SQL, runbooks, operational scripts, and platform documentation. 
Azure Platform Integration: Azure Storage, Key Vault, private endpoints, virtual networks, firewalls, network security groups, Azure Monitor, Log Analytics, and secure connectivity patterns.

Preferred Qualifications

Databricks Platform Administrator certification or equivalent hands-on Azure Databricks administration experience. 
Experience administering Unity Catalog, workspace security, compute policies, SQL warehouses, service principals, audit logs, and platform governance controls. 
Experience supporting Databricks in financial services or another regulated environment with strong audit, access review, and compliance requirements. 
Experience creating runbooks, operational standards, monitoring procedures, access review processes, and administrator documentation for Databricks environments. 
Background in database administration, cloud platform administration, or data platform operations supporting enterprise analytics workloads.

Life at BHG Financial
At BHG Financial, we work hard and aren’t afraid to take risks. Since the beginning, our core values of PMA (positive mental attitude), team player, and loyalty have been the driving force behind every interaction we have between each other and our customers. We have a healthy respect for the daily grind, yet we value work/life balance. We believe that all employees should have the opportunity to lead and that good ideas can come from anyone. From the top down, our leaders are actively involved not only in strategic oversight and running the business, but also in the well-being and growth of all employees. We consider people our #1 asset, and help employees realize their full potential, set and exceed their goals, and explore new opportunities for personal and professional development.
 
Why You Should Join BHG Financial
We strive to offer amenities, opportunities, events, and programming that support the interests of our teams, while furthering the culture that makes us Great Place to Work® certified. Some of the benefits you can expect when you join BHG Financial include:
 
•Medical/Rx/Dental/Vision coverage for employees and their eligible family members
•Competitive PTO and vacation policies
•1 Friday off each month for Wellness Weekends
•Company 401(k) plan with employer contributions after one year
•Company-sponsored training and certification opportunities
•Quarterly award ceremonies where top achievers are celebrated and receive additional bonuses
•Ongoing volunteer opportunities to give back to the community through our BHG Cares program
 
If you’re ready for a career where you can exercise your passions, be surrounded by co-workers who are relentlessly committed to service, and have a team-player mindset, apply today!
 
BHG Financial is committed to equal treatment and opportunity in all aspects of recruitment, selection, and employment without regard to gender, race, religion, national origin, ethnicity, disability, gender identity/expression, sexual orientation, veteran or military status, or any other category protected under the law. BHG Financial is an equal opportunity employer; committed to a community of inclusion, and an environment free from discrimination, harassment, and retaliation.