@@ -85,12 +85,12 @@ The [Enterprise Insights & Data Science Team](/handbook/enterprise-data/organiza
The job families are designed to support all of the routine activities expected of a Data Team. In FY22 we are introducing two new job families, Data Scientist and Analytics Engineer.
@@ -62,7 +62,7 @@ In support of the Data Pod, the Manager, Data fulfills the below responsibilitie
### Lead Analytics Engineer (Stable Counterparts for the Business)
In support of the Data Pod and Stable Counterpart relationships, the Lead Analytics Engineer fulfills the below responsibilities from the [Senior Analytics Engineer](/job-families/finance/analytics-engineer/#senior-analytics-engineer-responsibilities) Job Responsibilites:
In support of the Data Pod and Stable Counterpart relationships, the Lead Analytics Engineer fulfills the below responsibilities from the [Senior Analytics Engineer](/job-families/marketing/enterprise-data/analytics-engineer/#senior-analytics-engineer-responsibilities) Job Responsibilites:
1. Own one or more stakeholder relationship in Go To Market, Research & Development, General & Administrative, Financial Analytics, or Engineering Analytics business functions.
1. Co-DRI of Key Results along with the Manager, Data.
@@ -174,7 +174,7 @@ See [Data Team Internships](/handbook/enterprise-data/organization/internships/)
**Analytics Engineers** sit at the [intersection](/handbook/enterprise-data/#data-job-families) of business teams, [Data Analytics](/job-families/finance/data-analyst) and [Data Engineering](/job-families/finance/data-engineer) and are responsible for bringing robust, efficient, and integrated data models and products to life. Analytics Engineers speak the language of business teams and technical teams, they are able to translate data insights and analysis needs into models powered by the [Enterprise Data Platform](/handbook/enterprise-data/platform). The successful Analytics Engineer is able to blend business acumen with technical expertise and transition between business strategy and data development.
**Analytics Engineers** sit at the [intersection](/handbook/enterprise-data/#data-job-families) of business teams, [Data Analytics](/job-families/marketing/enterprise-data/data-analyst) and [Data Engineering](/job-families/marketing/enterprise-data/data-engineer) and are responsible for bringing robust, efficient, and integrated data models and products to life. Analytics Engineers speak the language of business teams and technical teams, they are able to translate data insights and analysis needs into models powered by the [Enterprise Data Platform](/handbook/enterprise-data/platform). The successful Analytics Engineer is able to blend business acumen with technical expertise and transition between business strategy and data development.
## Associate Analytics Engineer
The Associate Analytics Engineer reports to the [Manager, Data.](/job-families/finance/manager-data)
The Associate Analytics Engineer reports to the [Manager, Data.](/job-families/marketing/enterprise-data/manager-data)
### Associate Analytics Engineer Job Grade
@@ -44,7 +44,7 @@ As a team member responsible for helping to bridge the gap between business and
## Analytics Engineer (Intermediate)
The Analytics Engineer reports to the [Manager, Data.](/job-families/finance/manager-data)
The Analytics Engineer reports to the [Manager, Data.](/job-families/marketing/enterprise-data/manager-data)
### Analytics Engineer Job Grade
@@ -71,7 +71,7 @@ Requirements for the Analytics Engineer (Intermediate) extend the Associate Anal
## Senior Analytics Engineer
The Senior Analytics Engineer reports to the [Manager, Data.](/job-families/finance/manager-data)
The Senior Analytics Engineer reports to the [Manager, Data.](/job-families/marketing/enterprise-data/manager-data)
### Senior Analytics Engineer Job Grade
@@ -83,8 +83,8 @@ Responsibilities for the Senior Analytics Engineer extend the Analytics Engineer
- Own one or more stakeholder relationship in Go To Market, Research & Development, or General & Administrative business functions
- Serve as Data Model subject matter expert and data model spokesperson, demonstrated by the ability to address questions quickly and accurately
- Advocate for the [Data Quality Program](/handbook/enterprise-data/data-quality/) and [Trusted Data](/handbook/enterprise-data/platform/#tdf) to help ensure all data is profiled, reviewed, and accurate to support critical decisions
- Advocate for the [Data Quality Program](/handbook/enterprise-data/data-quality/) and [Trusted Data](/handbook/enterprise-data/platform) to help ensure all data is profiled, reviewed, and accurate to support critical decisions
- Organize and Plan quarter-long development initiatives per the [Data Team Planning Drumbeat](/handbook/enterprise-data/how-we-work/planning/)
### Senior Analytics Engineer Requirements
@@ -100,13 +100,13 @@ Requirements for the Senior Analytics Engineer extend the Analytics Engineer (In
## Staff Analytics Engineer
The Staff Analytics Engineer reports to the [Manager, Data.](/job-families/finance/manager-data)
The Staff Analytics Engineer reports to the [Manager, Data.](/job-families/marketing/enterprise-data/manager-data)
### Staff Analytics Engineer Job Grade
The Staff Analytics Engineer is a [grade 8](/handbook/total-rewards/compensation/compensation-calculator/#gitlab-job-grades).
**Market Justification:** From a survey data perspective 98 companies have this role with an average of 3 employee incumbents in all industries. In tech there are 33 companies reporting an average of 2 employee incumbents. The business justification for Analytics Engineer Staff and Principal job grades is to retain and develop deep technical talent by establishing Individual Contributor focused career paths for our team members who do not want to move into [Data People Management](/job-families/finance/manager-data/). Despite residing in the Finance Division, all Data job families are deeply technical in nature and require knowledge of databases, SQL, and modeling. Education in a technical field, typically Computer Science, Mathematics, Management Information Systems, or Data Analytics is typical for individuals in Data careers. At GitLab, the Analytics Engineer role is critical to support the growing Data Program because it helps glue together the business-facing Data Analyst roles with the technology-focused Data Engineering roles by creating data solutions for both roles. The Analytics Engineer is a specialized in dbt, which GitLab has chosen as the standard for developing Trusted Data Models.
**Market Justification:** From a survey data perspective 98 companies have this role with an average of 3 employee incumbents in all industries. In tech there are 33 companies reporting an average of 2 employee incumbents. The business justification for Analytics Engineer Staff and Principal job grades is to retain and develop deep technical talent by establishing Individual Contributor focused career paths for our team members who do not want to move into [Data People Management](/job-families/marketing/enterprise-data/manager-data/). Despite residing in the Finance Division, all Data job families are deeply technical in nature and require knowledge of databases, SQL, and modeling. Education in a technical field, typically Computer Science, Mathematics, Management Information Systems, or Data Analytics is typical for individuals in Data careers. At GitLab, the Analytics Engineer role is critical to support the growing Data Program because it helps glue together the business-facing Data Analyst roles with the technology-focused Data Engineering roles by creating data solutions for both roles. The Analytics Engineer is a specialized in dbt, which GitLab has chosen as the standard for developing Trusted Data Models.
### Staff Analytics Engineer Responsibilities
@@ -147,7 +147,7 @@ Specializations within the Staff Analytics Engineer extend the Senior Analytics
## Principal Analytics Engineer
The Principal Analytics Engineer reports to the [Manager, Data](/job-families/finance/manager-data) or [Director, Data & Analytics](/job-families/finance/data-and-insights-executive/#director-data-and-analytics).
The Principal Analytics Engineer reports to the [Manager, Data](/job-families/marketing/enterprise-data/manager-data) or [Director, Data & Analytics](/job-families/marketing/enterprise-data/data-and-insights-executive/#director-data-and-insights).
### Principal Analytics Engineer Job Grade
@@ -193,7 +193,7 @@ Analytics Engineers are evaluated on their contributions to the four [Data Team
Candidates for this position can expect the hiring process to follow the order below. Please keep in mind that candidates can be declined from the position at any stage of the process.
- Qualified candidates will be invited to schedule a 30 minute [screening call](/handbook/hiring/interviewing/#screening-call) with one of our Global Recruiters.
- Qualified candidates will be invited to schedule a 30 minute [screening call](/handbook/hiring/candidate-faq/#screening-call) with one of our Global Recruiters.
- Next, candidates will be invited to schedule a first interview with a Data Director or Manager
- Next, candidates will be asked to complete a 'take home assessment' that is completed in their own time.
- Next, candidates will be invited to schedule one or more interviews with members of the Data Team
Read more about this role in the [Data Analytics Handbook Page](/enterprise-data/organization/analytics/).
## Responsibilities
- Collaborate cross-functionally to deeply understand business questions, and design single-source-of-truth reports and dashboards to address them
- Enable data-driven decision-making through the detection of trends, discovery of anomalies/nuances, and identification of potential opportunities for growth / improvement
- Craft SQL code and dashboards that meet our internal standards for style, maintainability, and best practices for a high-scale analytics environment. Maintain and advocate for these standards through code review.
- Partner with [Analytics Engineers](/job-families/finance/analytics-engineer/), [Data Engineers](/job-families/finance/data-engineer/), and [Governance/Quality Analysts](/job-families/finance/data-governance-and-quality-analyst/) to contribute to the enterprise data model and deliver trusted data sources and reports
- Partner with [Analytics Engineers](/job-families/marketing/enterprise-data/analytics-engineer/), [Data Engineers](/job-families/marketing/enterprise-data/data-engineer/), and [Governance/Quality Analysts](/job-families/marketing/enterprise-data/data-governance-and-quality-analyst/) to contribute to the enterprise data model and deliver trusted data sources and reports
- Understand and contribute to the full lifecycle of data in our [Data Catalog](/handbook/enterprise-data/data-catalog/), applying the DataOps philosophy (including an emphasis on automation and continuous iteration/deployment) across the development lifecycle
- Deliver high-quality, actionable reports and data products to functional stakeholders and the enterprise at large
- Conduct comprehensive data quality checks and validation against source systems to ensure data accuracy
@@ -61,7 +57,7 @@ An intern must:
### Junior Data Analyst
The Junior Data Analyst reports to the [Manager, Data.](/job-families/finance/manager-data)
The Junior Data Analyst reports to the [Manager, Data.](/job-families/marketing/enterprise-data/manager-data)
#### Junior Data Analyst Job Grade
@@ -79,7 +75,7 @@ The Junior Data Analyst Requirements extend the Requirements section above and i
### Data Analyst (Intermediate)
The Data Analyst (Intermediate) reports to the [Manager, Data.](/job-families/finance/manager-data)
The Data Analyst (Intermediate) reports to the [Manager, Data.](/job-families/marketing/enterprise-data/manager-data)
#### Data Analyst (Intermediate) Job Grade
@@ -104,7 +100,7 @@ The requirements of the Data Analyst extend the Junior Data Analyst role and inc
### Senior Data Analyst
The Senior Data Analyst reports to the [Manager, Data.](/job-families/finance/manager-data)
The Senior Data Analyst reports to the [Manager, Data.](/job-families/marketing/enterprise-data/manager-data)
#### Senior Data Analyst Job Grade
@@ -132,11 +128,11 @@ The requirements of the Senior Data Analyst extend the Data Analyst (Intermediat
### Staff Data Analyst
The Staff Data Analyst reports to the [Manager, Data.](/job-families/finance/manager-data)
The Staff Data Analyst reports to the [Manager, Data.](/job-families/marketing/enterprise-data/manager-data)
#### Staff Data Analyst Job Grade
The Senior Data Analyst is a [grade 8](/handbook/total-rewards/compensation/compensation-calculator/#gitlab-job-grades) and is equivalent to the [Manager,Data (Intermediate)](/job-families/finance/manager-data/#manager-data-intermediate) job grade.
The Senior Data Analyst is a [grade 8](/handbook/total-rewards/compensation/compensation-calculator/#gitlab-job-grades) and is equivalent to the [Manager,Data (Intermediate)](/job-families/marketing/enterprise-data/manager-data/#manager-data-intermediate) job grade.
#### Staff Data Analyst Responsibilities
@@ -184,7 +180,7 @@ As with other job families in the Enterprise Data team, Data Analysts are evalua
### Career Ladder
The next step in the Data Analyst job family is to move to the [Data Management](/job-families/finance/manager-data/) job family.
The next step in the Data Analyst job family is to move to the [Data Management](/job-families/marketing/enterprise-data/manager-data/) job family.
