Big Data Analyst Jobs

Big Data Analyst jobs are open across technology, finance, healthcare, retail, and government, at every level from entry-level analyst to principal and staff, with specializations in data engineering pipelines, predictive modeling, and business intelligence. Scan the live roles below and apply to whichever ones fit.

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Overview

Open roles54
Top stateVirginia
Top employerTikTok
Top cityHerndon, VA
Work type56% On-site
Top industryTechnology

Showing 5 of 54+ Big Data Analyst jobs

Big Data Platform Engineer
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Added 2d ago
Big Data Platform Engineer
Robotics Technologies
Chicago, Illinois
Compliance & Risk
Cybersecurity
Security Engineering
Bachelor's degree

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Data Engineer – Mobile Monetization – Big Data, GenAI & Mobile AdTech
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Added 2d ago
Data Engineer – Mobile Monetization – Big Data, GenAI & Mobile AdTech
PubMatic
Redwood City, California
AI (Artificial Intelligence)
Product Management
Software Engineering
Solutions Engineering & Architecture
$200k - $230k/yr
Hybrid
Bachelor's degree in engineering
201-500

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Java Big Data Engineering Lead Markets Technology SVP
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Added 3d ago
Java Big Data Engineering Lead Markets Technology SVP
Citi
Rutherford, New Jersey
Cloud Engineering
DevOps
Solutions Engineering & Architecture
Technical Program Management
$177k - $265k/yr
Hybrid
Master's degree
10,000+

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Big Data Engineer
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Added 3d ago
Big Data Engineer
Shield Consulting Solutions
Annapolis Junction, Maryland
Data Analytics
Data Engineering
Data Science
Bachelor's degree
51-200

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Big Data Engineer
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Added 1w ago
Big Data Engineer
Tech Vista
King, North Carolina
Cloud Engineering
Engineering (Non-Software)
Solutions Engineering & Architecture
Technical Program Management
$50 - $60/hr
On-Site

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Big Data Analyst Jobs by Experience Level

See All 54 Big Data Analyst Jobs

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Big Data Analyst Job Market

Who's Hiring

TikTok3 open roles
Esolvit3 open roles
KDA Consulting3 open roles

Top Industries Hiring

  • Technology & Software12
  • Education1
  • Consulting & Professional Services1

What Employers Look For

The qualifications that appear most often in big data analyst jobs.

  • Proficiency in SQL, Python, or Scala for large-scale data processing
  • Hands-on experience with distributed computing frameworks such as Hadoop or Spark
  • Familiarity with at least one major cloud data platform, AWS, GCP, or Azure
  • Bachelor's degree in computer science, statistics, mathematics, or a related field
  • Experience building or maintaining ETL and data pipeline workflows
  • Ability to communicate analytical findings to non-technical stakeholders through visualization tools

Tips for Your Big Data Analyst Job Search

Tailor your resume to stack size

Hiring managers for big data analyst roles scan for specific tools before reading anything else. List your exact stack, Hadoop, Spark, Hive, Kafka, or cloud platforms, in a dedicated skills section near the top so it clears automated screening quickly.

Show scale in every project bullet

Vague bullets like 'analyzed large datasets' get skipped. Quantify the volume, row counts, pipeline frequency, or query runtime improvements. Reviewers need to judge whether your experience matches the data scale their team actually works at.

Filter openings by cloud platform first

Many big data analyst postings are written around a single cloud ecosystem, AWS, GCP, or Azure. Searching by platform alongside your job title cuts down irrelevant listings and surfaces roles where your existing certifications carry direct weight.

Apply early to roles that fit

Migrate Mate lists big data analyst openings from across the United States in one place, so you can find roles that match and apply directly to each listing.

Prepare a SQL and Python live-coding answer

Most big data analyst technical screens include at least one live query or scripting problem. Practice writing window functions, aggregations, and DataFrame transformations without documentation open, because interviewers time these and judge both accuracy and speed.

Negotiate on scope, not just base pay

When you reach the offer stage, ask about data access, tooling budget, and whether the role owns production pipelines or only consumes them. Those factors affect your day-to-day growth more than a small salary difference does.

Big Data Analyst Jobs: Frequently Asked Questions

Which companies are hiring the most big data analysts?

The most active employers for big data analysts right now are TikTok, Esolvit, and KDA Consulting, and the most openings are in Virginia, California, and Texas, based on current listings on Migrate Mate as of November 2026. Financial services, healthcare, and large technology companies consistently post the highest volume of these roles.

How many big data analyst jobs are remote?

About 44% of big data analyst openings are fully remote or hybrid as of November 2026, reflecting strong demand for distributed data teams. Roles focused on pipeline engineering and cloud-based BI tend to be the most remote-friendly, while positions tied to on-premise data centers or regulated healthcare systems lean toward hybrid or on-site arrangements.

How do you become a big data analyst?

Start by building a foundation in SQL and Python, then learn a distributed processing framework like Spark or Hadoop through project work or coursework. Add cloud experience on a free-tier account, build a portfolio of end-to-end pipeline or modeling projects, and target entry-level data analyst or data engineering roles that expose you to production-scale datasets before moving into dedicated big data positions.

Can you get a big data analyst job with little experience?

Yes, employers do hire candidates without full-time big data experience when applicants demonstrate hands-on project work at scale. Build public GitHub projects that process real, large datasets, obtain a cloud data certification on a major platform, and target companies with structured data rotation programs or analyst development tracks, since those roles are designed to bring capable candidates up to production speed.

What does the big data analyst interview process look like?

Most big data analyst interviews run in three to four stages: an initial recruiter screen, a technical take-home or live-coding round covering SQL and Python, a system design or architecture discussion where you walk through how you'd build or improve a data pipeline, and a final panel with cross-functional stakeholders who assess communication and business judgment. Some employers also include a case study using a sample dataset.

Where can I find and apply to big data analyst jobs?

You can find and apply to big data analyst jobs on Migrate Mate, which lists current openings from employers across the United States. Search the listings to find roles that match your stack and experience level, then apply directly to each one that fits.

See All 54 Big Data Analyst Jobs

Find roles that match your experience and apply in just a few clicks.

Find Big Data Analyst Jobs