Data Analyst Jobs

Data Analyst jobs hiring now at vetted startups and product companies on Alion, updated daily. Average salary around $127,940/year. Compare remote, hybrid and on-site positions with relocation and visa sponsorship. Browse and apply today.

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Guardant Health

guardanthealth.com
Guardant Health develops blood-based genomic tests for cancer. Its liquid biopsy assays guide therapy selection, detect residual disease and screen for early tumours. Oncologists use the results to avoid invasive tissue sampling where possible.
guardanthealth.com • HQ: Palo Alto, United States • Science & Engineering • Financial Services • Health Care • 501-1000 employees • Est. 2012
HQ: Palo Alto, United States • Science & Engineering • Financial Services • Health Care • 501-1000 employees • Est. 2012
Top 25% payVerified live · 1 day ago 15 days ago

Associate Director, Sales Analytics

$181k – $249k per year • Executive • 7+ years expRemote/Hybrid (Palo Alto, United States) • Bachelor's Degree • Full-Time • Architect
Python
SQL
Databases
Amazon Redshift
Databricks
Snowflake
Analytics
Power BI
Tableau
Apply
Verified live · 1 day ago 19 days ago

Senior Data Analyst

$20k – $46k per year (Estimated) • Senior • In office (India) • Full-Time • Senior
SQL
Python
Databases
Amazon Redshift
AI/ML
ChatGPT
Copilot
dbt
DevOps
GitHub
AWS
CI/CD
Git
Amazon S3
Analytics
Tableau
ETL/ELT
Apply
Top 25% payVerified live · 1 day ago 3 months ago

Staff Business Analyst

$128k – $176k per year • Staff+ • Remote/Hybrid (Palo Alto, United States) • Bachelor's Degree • Full-Time • Staff
HIPAA
Apply
Report

DATEV

datev.de
DATEV is a Nuremberg cooperative founded in 1966 and owned by German tax advisers, auditors and lawyers. Its software and data centre services handle the bookkeeping, payroll and tax filings of millions of German businesses. The organisation is one of the largest information technology employers in Bavaria.
datev.de • HQ: Nuremberg, Germany • Audit • Professional Services • Document Management • 501-1000 employees • Est. 1966
HQ: Nuremberg, Germany • Audit • Professional Services • Document Management • 501-1000 employees • Est. 1966
Verified live · 1 day ago 15 days ago

Werkstudent Data Analytics & Business Analytics (m/w/d)

Intern • In office (Nuremberg, Germany) • Master's Degree • Part-Time • Intern • German: C1
Python
SQL
Databases
Databricks
DevOps
Azure
Rest API
Analytics
Power BI
Tableau
Apply
Report
Woods Hole Oceanographic Institution (WHOI) is the world's premier independent organization dedicated exclusively to ocean research, technology, and education.
whoi.edu • Est. 1930
Est. 1930
Top 25% payVerified live · 1 day ago 15 days ago

Principal Workday Analyst [PATT Certified]

$146k – $191k per year • Lead • 6+ years expRemote/Hybrid (United States) • Bachelor's Degree • Full-Time • Principal
Python
Cybersecurity
GDPR
Analytics
Power BI
Apply
Report
IKO Roofing is a worldwide leader in the roofing, waterproofing, and insulation industry for residential and commercial markets. A vertically integrated company, IKO operates more than 30 manufacturing plants throughout North America and Europe. IKO is a family-owned business established in 1951.
iko.com • Wilmington • Hillsboro • Brampton • Mississauga • Jacksonville • Property Development • Wood Products & Furniture • Manufacturing • Est. 1951
Wilmington • Hillsboro • Brampton • Mississauga • Jacksonville • Property Development • Wood Products & Furniture • Manufacturing • Est. 1951
Verified live · 1 day ago 15 days ago

MDM Analyst - Finance

$40k – $84k per year (Estimated) • Middle • 3+ years expIn office (Mississauga, Canada) • Bachelor's Degree • Full-Time • Middle
SQL
Analytics
Power BI
Apply
Verified live · 1 day ago 21 day ago

SR. Business Systems Analyst - Finance

$50k – $108k per year (Estimated) • Senior • 7+ years expIn office (Mississauga, Canada) • Bachelor's Degree • Full-Time • Senior
Apply
Top 25% payVerified live · 1 day ago 3 months ago

Business System Analyst

$111k – $125k per year • In office (Mississauga, Canada) • Full-Time
SQL
Apply
Report

Ascentgl

ascentgl.com
Partner with Ascent to simplify your supply chain and logistics challenges. Regardless of shipment size or mode, Ascent has you covered.
ascentgl.com • Caracas • Kansas City • Supply Chain • Transportation & Logistics • Logistics • Est. 1994
Caracas • Kansas City • Supply Chain • Transportation & Logistics • Logistics • Est. 1994
Verified live · 1 hour ago 15 days ago

Manager, Data and Analytics

$140k – $150k per year • Lead • 8+ years expUnited States • Remote (United States) • Full-Time • Staff
SQL
Databases
Snowflake
DevOps
Azure
Analytics
Power BI
ETL/ELT
Management
Power Automate
Apply
Report

BizCover

bizcover.com.au
BizCover is Australia’s No. 1 online small business insurance service provider, helping you compare quotes & buy business insurance. Get instant cover.
bizcover.com.au • Sydney • Brisbane • Melbourne • Price Comparison • Financial Services • Insurance • Est. 2001
Sydney • Brisbane • Melbourne • Price Comparison • Financial Services • Insurance • Est. 2001
Verified live · 3 hours ago 15 days ago

Lead Business Analyst (AI-First)

$83k – $173k per year (Estimated) • Lead • Remote/Hybrid (Sydney, Australia) • Full-Time • Staff
Context Engineering
Function Calling
Apply
Report

Capitex

capitex.co.uk
Capitex is a UK-headquartered executive search and staffing agency specializing exclusively in financial crime compliance talent. Operating internationally across major financial hubs like London, Dubai, and New York, the firm connects Tier-1 banks, fintechs, and consultancies with interim and permanent specialists in anti-money laundering (AML), Know Your Customer (KYC), sanctions, fraud prevention, and transaction monitoring. Through targeted headhunting, rapid-response staffing, and early-career talent programs, the company helps regulated organizations address compliance volume surges, manage regulatory changes, and secure executive leadership.
capitex.co.uk • Dubai • London • Kuwait City • Riyadh • Abu Dhabi • Financial Services • Lending
Dubai • London • Kuwait City • Riyadh • Abu Dhabi • Financial Services • Lending
$56k – $151k per year (Estimated) • Middle • 3+ years expLondon • Remote (United Kingdom, Kuwait) • Relocation • Visa sponsorship • Contractor • Middle
Python
SQL
DevOps
SLI/SLO/SLA
Analytics
Power BI
Tableau
Apply
Senior • 3+ years expIn office (Dubai, United Arab Emirates) • Senior
Python
SQL
Analytics
Power BI
Tableau
Apply
$57k – $155k per year (Estimated)Remote/Hybrid (London, United Kingdom) • Relocation • Contractor
SLI/SLO/SLA
Apply
Report

MP Solutions

mpsolutions.com
MP Solutions (Maritime Planning Solutions) is a specialized marine engineering and traffic management consultancy that provides planning, design, and risk assessment services for maritime transport and waterfront infrastructure projects.
mpsolutions.com • HQ: Budapest, Hungary • Transport Infrastructure • Science & Engineering • Marine & Ocean Engineering
HQ: Budapest, Hungary • Transport Infrastructure • Science & Engineering • Marine & Ocean Engineering
$31k – $71k per year (Estimated) • Senior • In office (Budapest, Hungary) • Bachelor's Degree • Full-Time • Senior
Confluence
Jira
Apply
Verified live · 1 hour ago 24 days ago

Business Analyst

In office (Budapest, Hungary) • Bachelor's Degree • Full-Time • Hungarian: C1 • English: C1
JavaScript
Scala
TypeScript
Python
Python
pySpark
Databases
Apache Kafka
AI/ML
Hadoop
Spark
Frontend
Angular
Apply
Verified live · 1 hour ago 1 year ago

Senior Data Analyst

$33k – $76k per year (Estimated) • Senior • In office (Budapest, Hungary) • Bachelor's Degree • Full-Time • Senior • English
Python
Databases
Databricks
AI/ML
Hadoop
Spark
DevOps
AWS
Azure
GCP
Analytics
Power BI
Tableau
ETL/ELT
Apply
Report

The Very Group

very.co.uk
Shop Very for women's, men's and kids fashion plus furniture, homewares and electricals.
very.co.uk • HQ: Liverpool, United Kingdom • Apparel & Fashion • Commerce • E-commerce Platforms • 51-200 employees
HQ: Liverpool, United Kingdom • Apparel & Fashion • Commerce • E-commerce Platforms • 51-200 employees
Verified live · 2 hours ago 15 days ago

Senior Technical Systems Analyst

$73k – $137k per year (Estimated) • Senior • Remote/Hybrid (Liverpool, United Kingdom) • Senior
GDPR
Apply
Report

Zeiss

zeiss.com
Zeiss is an international technology enterprise in the optical and optoelectronic industries, headquartered in Oberkochen, Germany, and founded in 1846. The company develops, produces, and distributes a wide range of products including semiconductor manufacturing equipment, medical technology, industrial metrology, microscopy solutions, and consumer optics such as eyeglass lenses and camera lenses. Operating in nearly 50 countries with dozens of production sites and service locations worldwide, the group is wholly owned by the Carl Zeiss Foundation, one of the largest foundations in Germany.
zeiss.com • HQ: Stuttgart, Germany • Artificial Intelligence • Test & Measurement • Semiconductor Manufacturing • Manufacturing • Vision Care & Ophthalmology • Health Care • Medical Devices • Hardware • Lasers & Photonics • 5000+ employees
HQ: Stuttgart, Germany • Artificial Intelligence • Test & Measurement • Semiconductor Manufacturing • Manufacturing • Vision Care & Ophthalmology • Health Care • Medical Devices • Hardware • Lasers & Photonics • 5000+ employees
Verified live · 2 hours ago 15 days ago

IT Analyst - ServiceNow

In office (Bengaluru, India) • Bachelor's Degree • Full-Time
JavaScript
Management
ServiceNow
Apply
Verified live · 2 hours ago 2 months ago

Analista de Contas a Receber Sr.

$37k – $100k per year (Estimated) • Senior • In office (São Paulo, Brazil) • Full-Time • Senior • Portuguese: C1
Apply
Verified live · 2 hours ago 2 months ago

Senior IT Analyst - ServiceNow

$22k – $52k per year (Estimated) • Senior • In office (Bengaluru, India) • Bachelor's Degree • Full-Time • Senior
JavaScript
Management
ServiceNow
Apply
Report

Illumina

illumina.com
Illumina is an American biotechnology company that develops, manufactures, and markets integrated systems for genetic analysis and DNA sequencing. Founded in 1998 and headquartered in San Diego, California, the company produces next-generation sequencing instruments, microarrays, and reagents used in genomics research, personalized medicine, and clinical diagnostics. Listed on the NASDAQ, it serves academic institutions, pharmaceutical companies, and healthcare providers worldwide to advance precision health and life science discovery.
illumina.com • Bengaluru • Cambridge • San Diego • Tokyo • Madison • Biotechnology • Health Care • Genomics • 1001-5000 employees
Bengaluru • Cambridge • San Diego • Tokyo • Madison • Biotechnology • Health Care • Genomics • 1001-5000 employees
Verified live · 7 hours ago 15 days ago

Senior Product Complaints Analyst

$20k – $45k per year (Estimated) • Senior • 5+ years expIn office (Bengaluru, India) • Visa sponsorship • Bachelor's Degree • Full-Time • Senior
CAPA
Apply
Verified live · 7 hours ago 23 days ago

Staff PLM Ops Analyst

$24k – $59k per year (Estimated) • Staff+ • 8+ years expIn office (Bengaluru, India) • Visa sponsorship • Bachelor's Degree • Full-Time • Staff
LLM
AI Agents
Apply
Verified live · 7 hours ago 24 days ago

Sr. Business Process Analyst – Deliver

$20k – $47k per year (Estimated) • Senior • 5+ years expIn office (Bengaluru, India) • Visa sponsorship • Bachelor's Degree • Full-Time • Senior
SQL
Analytics
Power BI
Tableau
Apply
Report

Constellation Brands

cbrands.com
Constellation Brands is a beverage alcohol company headquartered in Victor, New York, and founded in 1945. The company holds the United States rights to Mexican beer brands including Corona and Modelo Especial, and owns wine and spirits labels such as Robert Mondavi, Kim Crawford, and High West. It is listed on the New York Stock Exchange and generates most of its profit from the beer portfolio while periodically reshaping its wine holdings.
cbrands.com • HQ: Victor, United States • Wholesale • Commerce • Spirits & Distilled Beverages • Wine & Winemaking • Food & Beverages • Brewing & Beer • Est. 1945
HQ: Victor, United States • Wholesale • Commerce • Spirits & Distilled Beverages • Wine & Winemaking • Food & Beverages • Brewing & Beer • Est. 1945
Top 25% payVerified live · 12 hours ago 15 days ago

Bilingual Data Analytics & Talent Planning Analyst

$59k – $102k per year • Junior • 2+ years expIn office (Chicago, Rochester, United States) • Bachelor's Degree • Full-Time • Junior • Spanish: C1
Apply
Report

Corpay

corpay.com
Corpay is a global business payments company that provides comprehensive solutions for managing corporate expenses, including fuel cards, lodging, and automated accounts payable systems. As a leader in spend management, the firm helps organizations of all sizes streamline financial workflows, control costs, and gain tighter visibility into their spending. Additionally, the company offers extensive cross-border payment and currency risk management services, enabling businesses to facilitate international transactions more efficiently and securely.
corpay.com • HQ: Atlanta, United States • Credit Cards • Financial Services • Payments • 5000+ employees • Est. 1986
HQ: Atlanta, United States • Credit Cards • Financial Services • Payments • 5000+ employees • Est. 1986
Verified live · 1 day ago 15 days ago

Salesforce Data Analyst

$42k – $56k per year • In office (Almere, Netherlands) • Full-Time
Salesforce
Apply
Verified live · 1 day ago 16 days ago

Client Services Analyst

Junior • 1+ year expIn office • Full-Time • Junior
Salesforce
Apply
Verified live · 1 day ago 23 days ago

Regulatory Reporting Analyst

$68k – $127k per year (Estimated) • Senior • 5+ years expIn office (London, United Kingdom) • Bachelor's Degree • Full-Time • Senior
SQL
DevOps
Azure
Azure DevOps
Bitbucket
GitHub
Analytics
Power BI
Apply
Report

Backblaze

backblaze.com
Backblaze (NASDAQ: BLZE) is a leading cloud storage and data backup provider headquartered in San Mateo, California. Founded in 2007 by Gleb Budman, Tim Nufire, Billy Ng, Nilay Patel, Brian Wilson, Casey Jones, and Damon Uyeda, the company operates a proprietary, high-density hardware and software infrastructure platform). Its business model spans two primary offerings: Computer Backup and B2 Cloud Storage.
backblaze.com • HQ: San Mateo, United States • Consumer Electronics • Internet Services • Information Technology • Cloud Storage & File Sharing • Digital Storage • Est. 2007
HQ: San Mateo, United States • Consumer Electronics • Internet Services • Information Technology • Cloud Storage & File Sharing • Digital Storage • Est. 2007
Top 25% payVerified live · 1 hour ago 15 days ago

Sr. Analytics Engineer

$160k – $185k per year • Senior • 8+ years exp • Remote (United States) • Senior
SQL
Python
Databases
LookML
Snowflake
AI/ML
dbt
Dagster
DevOps
CI/CD
Git
Analytics
Tableau
Marketing
Salesforce
Apply
Top 25% payVerified live · 1 hour ago 2 months ago

Revenue Analytics Lead

$140k – $175k per year • Equity • Lead • 9+ years exp • Remote (United States) • Bachelor's Degree • Full-Time • Staff
Python
SQL
Databases
Amazon Redshift
Google BigQuery
Snowflake
AI/ML
Time Series Forecasting
Analytics
Power BI
Tableau
Marketing
Salesforce
Apply
Report

Crusoe

crusoeenergy.com
Crusoe (formerly Crusoe Energy Systems) is an energy-first AI infrastructure and cloud computing company headquartered in Denver, Colorado. The company specializes in building and operating high-performance AI data centers powered by stranded, wasted, or underutilized energy sources - such as flared natural gas from oil fields and surplus renewable power.
crusoeenergy.com • HQ: Denver, United States • Hardware • AI Infrastructure • Information Technology • Data Centers • 1001-5000 employees
HQ: Denver, United States • Hardware • AI Infrastructure • Information Technology • Data Centers • 1001-5000 employees
Verified live · 2 hours ago 15 days ago

Senior Strategic Sourcing Data Analyst

$110k – $120k per year • Equity • Senior • 5+ years expIn office (Denver, United States) • Full-Time • Senior
Python
SQL
AI/ML
Gemini
LLM
Analytics
Power BI
Tableau
Management
Jira
Apply
Top 25% payVerified live · 2 hours ago 15 days ago

Strategic Sourcing Data Analyst

$90k – $105k per year • Equity • Junior • 2+ years expIn office (Denver, United States) • Full-Time • Junior
Python
SQL
AI/ML
Gemini
LLM
Analytics
Power BI
Tableau
Management
Jira
Apply
Report

Allegiant Travel Company

allegiantgroup.info
Allegiant Travel Company is an airline and leisure travel group headquartered in Las Vegas, Nevada, and founded in 1997. The company operates Allegiant Air, an ultra low cost carrier that flies point to point routes from small and mid-sized United States cities directly to leisure destinations, and sells hotel, car, and attraction packages alongside the fare. It is listed on the Nasdaq, runs an all Airbus fleet, and has expanded into resort development and a co-branded airline credit card.
allegiantgroup.info • HQ: Las Vegas, United States • Hotels & Resorts • Air Transport • Transportation & Logistics • Commercial Aviation • Space & Aerospace • Travel Agencies • Travel & Tourism • Est. 1997
HQ: Las Vegas, United States • Hotels & Resorts • Air Transport • Transportation & Logistics • Commercial Aviation • Space & Aerospace • Travel Agencies • Travel & Tourism • Est. 1997
Top 25% payVerified live · 10 hours ago 15 days ago

Predictive Maintenance & Analytics Manager

$110k – $135k per year • Senior • 7+ years expIn office (Las Vegas, United States) • Bachelor's Degree • Full-Time • Senior
Python
SQL
Apply
Verified live · 10 hours ago 26 days ago

Sr. Analyst, Office of the CEO

$80k – $100k per year • Senior • 3+ years expIn office (Las Vegas, United States) • Bachelor's Degree • Full-Time • Senior
SQL
Analytics
Power BI
Apply
Verified live · 10 hours ago 2 months ago

Procurement Programs & Systems Data Analyst

$65k – $82k per year • Junior • 2+ years expIn office (Las Vegas, United States) • Bachelor's Degree • Full-Time • Junior
SQL
Visual Basic
Databases
MS SQL
Apply
Report

Qad

qad.com
QAD is an international integrated business software company. The company provides enterprise resource management software solutions for businesses across a variety of industries, such as automotive, consumer product, food and beverage, technology...
qad.com • HQ: Santa Barbara, United States • Manufacturing • Software • Enterprise Resource Planning (ERP)
HQ: Santa Barbara, United States • Manufacturing • Software • Enterprise Resource Planning (ERP)
Verified live · 1 hour ago 15 days ago

Support Operations Senior Data Analytics Administrator

$20k – $45k per year (Estimated) • Senior • 3+ years expRemote/Hybrid (Pune, India) • Contractor • Senior
SQL
Databases
Google BigQuery
AI/ML
AI Agents
NLP
Analytics
Tableau
Management
Jira
Apply
Verified live · 1 hour ago 2 months ago

Senior Analyst, Value Creation & AI Transformation

$19k – $45k per year (Estimated) • Senior • 2+ years expPune • Remote (India) • Full-Time • Principal
Structured Outputs
AI Agents
Apply
Verified live · 1 hour ago 2 months ago

Senior Analyst, Value Creation & AI Transformation

$35k – $81k per year (Estimated) • Senior • 2+ years expMexico City • Remote (Mexico) • Full-Time • Principal
Structured Outputs
AI Agents
Apply
Report

Ursa Major

ursamajor.com
Ursa Major manufactures rocket engines and solid propulsion systems as a merchant supplier. Its Hadley and Draper engines serve launch vehicles and hypersonic programmes. The company uses additive manufacturing to shorten production cycles.
ursamajor.com • HQ: Berthoud, United States • Manufacturing • Defense Manufacturing • Military • 201-500 employees • Est. 2015
HQ: Berthoud, United States • Manufacturing • Defense Manufacturing • Military • 201-500 employees • Est. 2015
Top 25% payVerified live · 3 hours ago 15 days ago

Fluids Analyst II

$89k – $112k per year • Equity • Middle • 2+ years expIn office (Berthoud, United States) • Bachelor's Degree • Full-Time • Middle
MATLAB
Python
Apply
Top 25% payVerified live · 3 hours ago 15 days ago

Senior Ballistics Analyst

$107k – $134k per year • Equity • Senior • 4+ years expIn office (Berthoud, United States) • Bachelor's Degree • Full-Time • Senior
C++
Fortran
MATLAB
Python
Apply
Top 25% payVerified live · 3 hours ago 3 months ago

Senior Fluids Analyst

$112k – $140k per year • Equity • Senior • 5+ years expIn office (Berthoud, United States) • Bachelor's Degree • Full-Time • Senior
MATLAB
Python
Apply
Report

Adyen

adyen.com
Adyen is a global financial technology platform founded in Amsterdam in 2006 that offers unified payment processing across online, mobile, and in-store channels. Operating as an end-to-end payment gateway, merchant acquirer, and risk-management solution, the company enables enterprise businesses like Uber, Spotify, and eBay to accept payments globally. Through its single proprietary infrastructure, it streamlines checkout experiences, reduces transaction fraud, and optimizes payment authorization rates worldwide.
adyen.com • HQ: Amsterdam, Netherlands • FinTech • Financial Services • Payments • 51-200 employees • Est. 2006
HQ: Amsterdam, Netherlands • FinTech • Financial Services • Payments • 51-200 employees • Est. 2006
Top 25% payVerified live · 2 hours ago 15 days ago

Optimization Data Analyst

$132k – $178k per year • Middle • 3+ years expIn office (San Francisco, United States) • Middle
Python
SQL
Python
pySpark
AI/ML
Spark
DevOps
Git
Analytics
Tableau
A/B Testing
ETL/ELT
Apply
Top 25% payVerified live · 2 hours ago 2 months ago

Senior Product Analyst

$169k – $232k per year • Senior • 7+ years expIn office (San Francisco, United States) • Senior • English: B2
Python
SQL
Python
pySpark
AI/ML
Hadoop
Pandas
Spark
Analytics
A/B Testing
Marketing
Mixpanel
Apply
Verified live · 2 hours ago 2 months ago

Head of Operations Analytics

$119k – $255k per year (Estimated) • Executive • 5+ years expIn office (Amsterdam, Netherlands) • Architect
SQL
Apply
Report

Twelve Labs

twelvelabs.io
Twelve Labs is an artificial intelligence technology company headquartered in San Francisco, California, and founded in 2021. The firm provides a video intelligence platform and API that utilizes multimodal foundation models to enable natural language search, automated summarization, and content categorization within large video libraries. Operating on a global scale, the company serves developers and enterprises in the media, advertising, and public sectors to streamline video workflows and extract insights from unstructured visual data.
twelvelabs.io • HQ: San Francisco, United States • Video & Image Processing Software • Software • LLM & Generative AI • AI Agents • Multimodal AI • Computer Vision • Artificial Intelligence • Est. 2021
HQ: San Francisco, United States • Video & Image Processing Software • Software • LLM & Generative AI • AI Agents • Multimodal AI • Computer Vision • Artificial Intelligence • Est. 2021
Top 25% payVerified live · 10 min ago 15 days ago

Business Systems & Analytics Lead

$200k – $250k per year • Lead • In office (San Francisco, United States) • Visa sponsorship • Full-Time • Staff
Python
SQL
Databases
Databricks
Snowflake
AI/ML
dbt
Multimodal AI
AI Agents
Edge AI
DevOps
AWS
Marketing
HubSpot
Apply
Report
Data Analyst Jobs
Frequently asked questions
How many Data Analyst jobs are available on Alion?
There are currently 9580 active listings from 2359 hiring companies on Alion, refreshed daily.
What salary do Data Analyst jobs pay?
The average salary is around $127,940 per year based on the current listings.
Are remote options available for Data Analyst jobs?
Yes, many of these roles offer remote or hybrid work, and you can filter listings by remote, relocation and visa sponsorship.
How do I apply for Data Analyst jobs?
Open any listing on Alion and apply directly with the employer through the provided link - no lengthy sign-up required.