Lambda

Internal Tools & Data Product Analyst

Lambda$90K — $130K *
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Early-career experience in product, business operations, analytics, or technical program management.
  • Comfortable with data manipulation using spreadsheets and lightweight tools, including SQL or no-code platforms.
  • Experience designing user-friendly workflows or tools from the end user’s perspective.
  • A proven track record of successfully shipping tools, process fixes, or internal scripts.
  • Ability to communicate clearly in writing for specs, roadmaps, and requirements.

Responsibilities

  • Partner with business teams to define key metrics and establish a trusted data source.
  • Collaborate to build self-serve dashboards from manually created reports.
  • Prioritize automation of reporting based on manual workload and error frequency.
  • Identify and scope manual tasks for comprehensive automation solutions.
  • Document clear specs for engineering teams on projects requiring technical input.
  • Triaging tool requests and maintaining a visible prioritization roadmap.
  • Foster relationships with stakeholders to align automation efforts with actual needs.

Benefits

  • Collaborative team environment focused on problem-solving and efficiency improvements.
  • Hands-on experience with lightweight tools and AI-assisted coding.
  • Opportunities to prioritize impactful projects based on stakeholder needs.
  • Clear visibility of project impact on reducing manual work across teams.
Full Job Description
*Note: This position requires presence in our San Francisco office location 4 days per week; Lambda's designated work from home day is currently Tuesday.

As companies scale, the gap between what leadership needs to see and what teams can easily report grows - dashboards get built by hand, workflows stay stuck in spreadsheets, and requests for better tooling pile up faster than they get solved. This role exists to close that gap: turning manual reporting into trusted, self-serve data products, finding and fixing the workflows costing teams the most time, and helping make sure the highest-impact tooling requests actually get built.

About This Role

The Internal Tools & Data Product Analyst partners with business teams to find where manual work, inconsistent data, or missing tooling is slowing things down, and helps turn that into a shipped fix. This might mean defining what a metric actually means and getting a dashboard built around it, helping retire a spreadsheet-driven process that shouldn't exist anymore, or helping triage and prioritize a backlog of tool requests. Some of this gets shipped directly - lightweight builds, AI-assisted coding - and the rest gets scoped into a clear spec and handed to an engineering partner.

What You'll Do

Data Products & Reporting
  • Partner with business stakeholders to help define what key metrics actually mean, and support getting agreement on a single trusted source for each one.
  • Contribute to requirements for turning manually-built, inconsistent reporting into live, self-serve dashboards suitable for execs - including how someone drills from a summary number into the underlying detail.
  • Help prioritize which reports or metrics get automated first, based on how manual, stale, or error-prone they are today.

Workflow Automation
  • Identify manual, spreadsheet-driven work worth automating, and help see the fix through end to end.
  • Scope each fix and help decide what to build directly (lightweight scripting, no-code tools, AI-assisted coding) versus what needs a full engineering build.
  • Write clear, engineering-ready specs for anything handed off to a technical partner.
  • Identify and document places where an AI agent or automation could replace manual coordination, feeding the broader automation roadmap.

Intake & Prioritization
  • Support the tool-request pipeline: help collect requests, triage them, and prioritize based on impact versus effort.
  • Help maintain a visible roadmap so stakeholders understand what's coming next and why.
  • Build relationships with the teams you support so priorities stay grounded in what they actually need.

SUCCESS PROFILE

Measures of Success

Success is measured by:
  • Reduction in manual, spreadsheet-driven work across supported teams
  • Dashboard/reporting trust and adoption
  • A tool-request pipeline that is visible, current, and trusted by stakeholders
  • Time saved per reporting or workflow cycle

You
  • Early-career product, business operations, analytics, or technical program management experience
  • Comfort working directly with data, spreadsheets, and lightweight tooling (SQL, no-code platforms, AI coding assistants)
  • Some exposure to designing a workflow or tool from the end user's point of view, not just the data behind it
  • A track record of shipping something - a tool, a process fix, an internal script - rather than only recommending one

Core Competencies
  • End-user experience judgment: can tell the difference between a technically correct dashboard/tool and one people will actually use
  • Prioritization: can weigh impact against effort across a noisy backlog
  • Lightweight execution: comfortable using AI-assisted coding tools to ship small things directly
  • Cross-functional relationship building
  • Clear written communication (specs, roadmaps, requirements)

Salary Range Information

The annual salary range for this position has been set based on market data and other factors. However, a salary higher or lower than this range may be appropriate for a candidate whose qualifications differ meaningfully from those listed in the job description.

About Lambda

Lambda is an online education company that offers courses in computer science and software engineering. The company was founded in 2017 by Austen Allred and Ben Nelson. Lambda's courses are designed to be accessible to anyone, regardless of their background or prior experience. The company's mission is to provide high-quality education that leads to well-paying jobs in the tech industry. Lambda has partnerships with a number of companies, including Amazon, Google, and Microsoft, and has helped thousands of students launch careers in tech.
Learn more about Lambda
Size
1,000 employees
Industry
Net Income
-$5 million
Founded
2017
5 Year Trend
+100%
Revenue
$100 million
NASDAQ

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