Hire or go fractional

Part-Time Data Analyst or Full-Time Hire? How to Decide

You need someone to keep the monthly reports right, answer the questions leadership keeps asking and catch problems in the numbers early. You are not sure it adds up to a full-time job, and a wrong hire at this level is expensive.

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A part-time data analyst handles the reporting and analysis a company needs without the cost of a full-time salary. Whether that is the right choice comes down to one number: how many hours of real analysis your business generates each month. This page gives you the federal pay data and the arithmetic to work it out.

At Lightray Solutions, as part of our Power BI consulting services, the fractional data analyst is Edward Pinela, MBA, who has 20+ years in data and reporting and does the work himself. There is no pool of analysts to be assigned from.

The first step is a free 30-minute strategy call. Part-time analyst work runs on prepaid Power BI Flex Support hours, from $2,500 for 20 hours at $100 to $125 an hour, in 20, 40 or 80-hour blocks that never expire.

“Amazing! Lightray Solutions built us a Power BI dashboard based on my busy restaurant’s quickbooks data that allows me to see my entire business on a daily basis which has been a game-changer! Excellent communication and service!”

— Quinn R., Google review

What does a full-time data analyst cost?

The Bureau of Labor Statistics' Occupational Outlook Handbook puts the median annual wage for data scientists, the federal occupation that includes business intelligence analysts, at $120,230 in May 2025, or $57.80 an hour. The lowest-paid tenth earned under $67,240. Wages are only part of the cost: benefits were 30.0 percent of private employers' compensation costs in June 2026.

If benefits follow that average, a median-paid analyst costs an employer about $170,000 a year before recruiting, software and management time. A junior hire costs less, but usually needs someone senior to check the work, which is often the very gap you were trying to fill.

When is a fractional data analyst the better choice?

When the work is real but uneven: heavy at month-end and during planning, light in between. That fully loaded $170,000 buys roughly 1,360 to 1,700 consulting hours at the Flex rates, against about 2,080 paid hours for an employee. If your analysis fills fewer than 20 or 30 hours a week, the part-time route usually costs less.

The comparison runs the other way too. If the work fills most of a week, every week, or the role needs to sit in daily operations meetings, hire. A fractional analyst is often the right step before that hire: the reports and model get built properly first, and the new employee inherits something that works. The table sets the three options side by side.

Three ways to cover the analyst role (pay figures: BLS, May 2025 and June 2026)
QuestionFull-time analystPart-time employeeFractional analyst (Lightray)
What you pay forA salary near the $120,230 median, plus benefitsHourly wages plus any benefits and payroll costsOnly hours used, at $100 to $125 an hour, prepaid in blocks
Quiet weeksPaid in fullPaid if hours are fixedCost nothing; prepaid hours wait for the next need
Time to startA recruiting search, then onboardingA search for a rarer profileAfter a strategy call and access to your tenant
SeniorityWhatever the budget allowsOften junior or semi-retired20+ years and 200+ projects
Management neededYes, including review of the workYesA sponsor who sets priorities
Fits whenAnalysis fills most of every weekSteady, routine tasksWork is uneven, or a model must be built before a hire

What does a part-time data analyst do each month?

Most of the hours go on a predictable monthly routine: checking that the reports refreshed and agree with the books, explaining what moved, and keeping the data clean. The rest are held for the questions leadership asks between meetings. Companies that want a fixed monthly arrangement instead of prepaid blocks can compare a BI consulting retainer. A typical month looks like this, adjusted to your calendar and your systems:

  • Month-end refresh and check. Confirm the reports refreshed, tie key totals back to the accounting system and flag anything that doesn't match before leadership sees it.
  • KPI review. A short written note on what moved, what didn't and what looks unusual, so the monthly meeting starts with answers rather than questions.
  • Ad-hoc questions. The why-did-this-drop and what-if requests from leadership or a department head, answered from the model rather than a fresh spreadsheet.
  • Data quality checks. Exception lists of CRM, ERP or accounting records that are missing or wrong, sent to whoever owns them.
  • Dashboard health. Failed refreshes, slow pages and reports nobody opens, fixed or retired.
  • One improvement. A new measure, page or data source each month, so the reporting gets better rather than just maintained.

How does part-time analyst work fit around your team?

Edward works remotely inside your Microsoft tenant, joins the meetings where numbers are discussed by video, and answers through email or Teams within 4 business hours. You see the hours used against each block as they are drawn down, so the cost of each request is visible.

Someone on your side still owns the definitions, usually written down during KPI dashboard creation, and acts on the findings; the analyst informs decisions rather than making them. If the gap is broader than one role, see how a virtual analytics team splits the work. Because the reporting runs in Power BI, the first block is low-risk: if you don't like working with us within its first 4 hours, you get your money back.

Further reading: U.S. Bureau of Labor Statistics — Occupational Outlook Handbook: Data Scientists (pay, May 2025).

Not sure whether to hire or go part-time?

Book a free 30-minute call with Edward Pinela, MBA. You get an honest read on what to fix first — and if we are not the right fit, you will hear that on the call.

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Frequently asked questions

Is a fractional data analyst the same as a freelancer from a marketplace?

The billing is similar; the difference is seniority and accountability. You work with one named consultant with 20+ years of experience who builds inside your tenant, documents the work and answers within 4 business hours, rather than bidding each task out.

How many hours a month will we need?

That depends on how many reports you run and how often leadership asks new questions. The strategy call and a look at your current reporting give a working estimate; the first block then shows the real number, and you size the next one accordingly.

Do you work in tools other than Power BI?

The reporting work is built in Power BI and Excel, connected to your CRM, ERP and accounting systems. If your company is committed to another reporting platform, a specialist in that tool will serve you better.

What if we later decide to hire a full-time analyst?

Good; that is often the plan. The model, measures and documentation are already in your tenant, Edward can help write the job description and assess candidates' technical skills, and the handover is a walkthrough rather than a rebuild.

Edward Pinela, MBA
Principal Consultant & Founder
20+ Years ExperienceMBAPower BI Specialist
Meet Your Consultant

You Won’t Get Handed Off to Junior Staff.

At most consulting firms, the senior person who sold you shows up for the kickoff — then you get handed to a team of juniors learning on your dime. That’s not how we work.

When you hire Lightray Solutions, you work directly with Edward Pinela, MBA — a principal consultant with 20+ years of experience across Power BI, web development, SEO, and CRM systems. Edward architects every engagement personally, stays involved through delivery, and answers his own phone.

“Mid-market companies deserve senior-level expertise without paying enterprise-agency prices. That’s the gap Lightray fills.”

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