Industry landscapes
Industry report

Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE THE UNITED STATES EDITION 2026

the United States’s
chip design and eda industry,
in focus.

The companies, capital and talent shaping chip design and eda in the United States. Find the leaders. Understand the segments. See where the activity is.

Snapshot: Funding in USD
Illustrated cover for Chip Design and EDA Industry Landscape of the United States
US
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Chip Design and EDA illustration
MEET THE COMPANIES

Explore the United States’s chip design and eda leaders

19 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Chip Design and EDA company highlights in the United States, snapshot 2 September 2026
Company
Micronmicron.com$6.17B10 roles9,865$37.38BFYFY2025 filing
Cerebrascerebras.ai$3.4B9 roles
Synopsyssynopsys.com$2B19,000$7.05BFYFY2025 filing
Groqgroq.com$1.75B165
SambaNova Systemssambanova.ai$1.48B497
Qorvoqorvo.com$1.27B11 roles8,500$3.72BFYFY2025 filing
Lightmatterlightmatter.co$822.4M137
SiFivesifive.com$765.56M175
Skyworks Solutionsskyworksinc.com12 roles2,602$4.09BFYFY2025 filing
Omni Design Technologiesomnidesigntech.com10 roles5
Semtechsemtech.com10 roles2,248Financial figure available in RadarView in Radar
SAMSUNGsamsungmsl.com9 roles
Wolfspeedwolfspeed.com9 roles4,802Financial figure available in RadarView in Radar
Alpha & Omega Semiconductoraosmd.com2,468$696.16MFYFY2025 filing
Altiumaltium.com791
Cadencecadence.com3,177$5.3BFYFY2025 filing
Diodesdiodes.com8,635$1.48BFYFY2025 filing
Flux AIflux.ai46
Monolithic Power Systemsmonolithicpower.com3,500$2.79BFYFY2025 filing
19 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only
THE KEY SIGNALS

Chip Design and EDA industry KPIs in the United States

A few useful ratios bring the size of this ecosystem into perspective.

2 September 2026
Hiring participation11.2%

65 of 581 tracked companies have open roles.

Funding participation57.3%

333 of 581 tracked companies have a recorded round.

Top 3 funding share33.5%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$8.2M

Midpoint of 421 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 33.5% of disclosed capital, while 42.7% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How the United States chip design and eda has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

the United States chip design and eda
$0$2.24B$4.48B$6.72B$8.96B2016: $280.08M20162017: $361.59M20172018: $1.45B20182019: $1.25B20192020: $1.35B20202021: $2.14B20212022: $1.08B20222023: $1.01B20232024: $7.86B20242025: $6.14B2025
View the numbers
Annual chip design and eda funding and company formation in the United States
YearFunding (USD)FoundedRaising
2016$280.08M2034
2017$361.59M2336
2018$1.45B1947
2019$1.25B1328
2020$1.35B1134
2021$2.14B1035
2022$1.08B829
2023$1.01B629
2024$7.86B1123
2025$6.14B736
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Micron17.9%
  • Cerebras9.9%
  • Synopsys5.8%
  • Other companies66.5%

Funding by stage

487 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel78 16.0%
Series A–B167 34.3%
Series C+ / PE93 19.1%
Grants, debt & other149 30.6%

Recent recorded rounds

Latest recorded rounds · USD
8 rounds

Swipe or scroll horizontally to browse.

Series G04/2026
SiFive $400M

Backed by Atreides Management and Nvidia and others.

Series C04/2026
nEye $80M

Backed by Sutter Hill Ventures and CapitalG and others.

Series A04/2026
Cognichip $60M

Backed by Seligman Ventures and SBI Investment and others.

Series A03/2026
Eridu AI $200M

Backed by Socratic Partners and John Doerr and others.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series E09/2025
Groqgroq.com$750M

Backed by Disruptive and BlackRock and others.

Series D08/2024
Groqgroq.com$640M

Backed by Cisco Investments and Samsung Catalyst Fund and others.

Series C04/2021
Groqgroq.com$300M

Backed by Tiger Global Management and Spruce House Investment Management and others.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.

Expand panel +
USD · millions · consolidated

Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.

FY2025 · annual statements grouped by reported fiscal year; exact entity periods remain on preview rows · 23 reporting entities from 34 eligible matches.

Revenue in covered accounts$67,694.8m

Sum of reporting-entity revenue; not the United States market sales.

Net profit / loss$11,884.2m

Combined result for the same cohort.

Aggregate net margin+17.6%

Combined net income ÷ combined revenue.

Median company revenue$467.6m

The middle covered reporting entity.

Profitable entities+43.5%

10 of 23 covered entities.

Top-five concentration+85.0%

Share of covered revenue from the five largest entities.

Annual account trend

Reported cohort totals by year; coverage is stated for every period.

Bar height shows revenue. Changes in coverage can affect totals.

Profitability has two perspectives

FY2025 · 23 reporting entities

Open the company accounts

Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.

23 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
THE UNITED STATES · INDUSTRY COHORTS

How does chip design and eda compare?

Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.

IndustryCovered / eligibleRevenue totalMedian revenueNet profit / lossAggregate marginProfitable shareOverlap

Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.

Coverage, calculations & financial sources

Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.

The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.

Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the the United States companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Most-installed apps

9 of these companies (1.5%) publish at least one Android app — 17 apps in all, carrying 6.5M installs between them.

AppInstallsRatingStore category
EveryCircuitEveryCircuit5.4M4.3Education
Circuit JamEveryCircuit1M4.7Education
iCircuit Electronics SimulatorICircuit12.1K2.6Productivity
Chat LynkCadence1.9K3.6Communication
LoRa Edge™ ConfigSemtech1.5KTools
Qorvo ConnectQorvo719Tools
Micron Boise Bike ShareMicron6183.4Travel & Local
Synopsys EventsSynopsys497Business
Wellness@CadenceCadence476Business
ClassAsystems.com424Food & Drink

Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q1–2026Q1).

SegmentAppsInstallsLeading appRelease trend
Manufacturing Tech116.5MEveryCircuit 5.4M
Analog And Mixed Signal Ics52.7KLoRa Edge™ Config 1.5K
3D Animation32.7KChat Lynk 1.9K
Internet Of Things Infrastructure51.8KQorvo Connect 719
Semiconductor Design And Manufacturing Services4992ClassA 424

A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.

INSIDE THE INDUSTRY

The the United States chip design and eda market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech551
Deep tech173
Industry 4.0117
Computer aided design104
Enterprise software99
Artificial intelligence86
Consumer digital33
Saas26
Spatial computing17
Manufacturing saas17
Computer aided engineering10
Native ai in software development10

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

551companies
11.6%have hiring activity

64 companies hiring · $33.99B disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

Physical commerce289
Subscription247
E-commerce - product100
Fee-for-service63
Licensing19
E-commerce - service10
Commission on transaction9
Advertising9
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
Funding roundsgroq.com ↗

his early 2020 investment in Groq, an inference chip startup, paid off handsomely as the company hit a $6.9 billion valuation in 2025.

IPO activitycerebras.ai ↗

Nvidia’s rival Cerebras is seeking a valuation of as much as $26.62bn in its US initial public offering, as heavy spending on AI infrastructure lifts demand for advanced chips and fuels investor appetite for the sector. Sunnyvale, California-based Cerebras is aiming to sell 28-million shares in the offering, priced between $115 and $125 apiece, to raise $3.50bn in the company’s second attempt to go public after withdrawing a previous IPO filing last October.

Mergers & acquisitionsalereon.com ↗

Acron Technologies has acquired Alereon

Funding roundssifive.com ↗

SiFive hasn’t raised since March 2022, Pitchbook estimates, when it brought in $175 million led by Coatue Management at a pre-money valuation of $2.33 billion.

Mergers & acquisitionsd-matrix.ai ↗

d-Matrix acquired the data center business of GigaIO

Funding roundssambanova.ai ↗

Intel is planning to deepen its artificial intelligence push with a proposed $15 million investment in AI startup SambaNova Systems, potentially increasing its stake to nearly 9%.

Funding roundscelestial.ai ↗

Marvell completed a $3.25 billion acquisition of Celestial AI in February.

Funding roundssynopsys.com ↗

Activist investor Elliott Investment Management has made a multibillion-dollar investment in Synopsys Inc.

Mergers & acquisitionsmonolithicpower.com ↗

AIA Group Ltd purchased a new stake in Monolithic Power Systems, Inc. (NASDAQ:MPWR – Free Report) during the 3rd quarter, according to the company in its most recent filing with the Securities and Exchange Commission. The firm purchased 1,585 shares of the semiconductor company’s stock, valued at approximately $1,459,000.

Mergers & acquisitionssemtech.com ↗

Semiconductor company Semtech has acquired HieFo, a chip design services firm, for $34 million to enhance its semiconductor engineering and product development capabilities.

Full recorded event mix

Top 10 categories among 1,436 recorded events in the 24-month window.

Earnings
508
Lawsuit
161
Mergers & acquisitions
158
Leadership moves
146
Funding rounds
106
Company announcements
97
Regulatory
61
Contracts
48
Capital infusions
35
IPO activity
24
7 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

39 tracked people moves

Wolfspeed ↗
Brad Kohn

Appointment Executive Vice President, Chief Legal and Global Affairs Officer

Wolfspeed ↗
Sonja Burfeind

Appointment Vice President, Communications

Otava ↗
Donnie Gerault

Appointment President and Chief Executive Officer

SiFive ↗
Stefan Dyckerhoff

Appointment Member of the Board of Directors

Hinesh Shah

Appointment Vice President of Strategic Sales

Siva Yerramilli

Appointment Board Director

Manish Muthal

Appointment Board Director

MaxLinear ↗
Dr. Tewksbury

Appointment Director

Product launches

Products, platforms and features in the recorded window

Mobix Labs ↗
AI Drone Intelligence Platform

Defense

Mobix Labs ↗
Smart Munitions Feasibility Program

Defense

Silvaco ↗
Mixel MIPI PRO IP

Mixed‑signal IP

Groq ↗
GroqCloud

AI inference platform

Next‑generation automotive gate drivers

Automotive power electronics

Si86Px digital isolator family

Industrial isolation

Synopsys ↗
Synopsys Electronics Digital Twin (eDT) Platform

Platform

Arteris IP ↗
FlexNoC 5 interconnect IP

Silicon IP

Workforce actions

6 companies with reported reductions

Synopsys ↗

10.0% rolesrestructuring

Xperi ↗

250 rolescost reduction

Micron ↗

Scale not stated roleschallenging financial performance of mobile NAND products

Wolfspeed ↗

20.0% rolescost reduction

Cadence ↗

15.0% roles

MACOM ↗

250 rolescost reduction

Regulatory events

69 recorded events

Mobix Labs ↗

certified for commercial deploymentFederal Aviation Administration (FAA)

Wolfspeed ↗

approved for equity issuanceCommittee on Foreign Investment in the United States

approved six month extension of AGMBritish Columbia Registrar of Companies

Wolfspeed ↗

received cash tax refundInternal Revenue Service

Litigation

28 tracked suits

Company
long-term investors in Synopsys, Inc. v synopsys

securities laws violationsSecurities Fraud · Ongoing

Company
Hyungjoon Kim v synopsys, CEO Sassine Ghazi, CFO Shelagh Glaser

securities fraudClass Action · Filed

Earnings pulse

Reported company results in the recorded window.

31companies
603period observations
20.2%median reported growth

Median across 363 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
Acron TechnologiesAlereon ↗Announced2026-04-16Not stated in snapshot
marvellCelestial AI ↗Announced2026-04-14$5.5B
d-MatrixgigaioAnnounced2026-04-06Not stated in snapshot
elliott investment managementSynopsys ↗Announced2026-03-23Not stated in snapshot
Synopsysansys2026-03-23Not stated in snapshot
aia groupMonolithic Power Systems ↗Announced2026-03-21$1.5M

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

2,126 postings in the preceding 12 months. The full 3,689-posting snapshot covers 74 employers.

Expand panel +

Most advertised job titles

Manager, It Security27
Event Marketer19
Staff Engineer, Applications18
Technical Recruiter14
Engineering Technician12
Technical Sales Engineer (Mpsnow)11
0 internship postings

48 tracked postings mention remote work.

The seniority mix

1,662 postings specify a level.

unspecified
2,027
senior
658
manager
530
intern
276
lead
192
entry
6

Skills employers mention

Top skills across 3,689 tracked postings in the available jobs snapshot.

Python
254
C++
130
Linux
84
Verilog
77
Systemverilog
57
Sql
53
Excel
46
I2C
44
Uvm
44
Machine Learning
44
ADVERTISED PAY$129.0K/ year

Median across 273 postings with pay data, expressed in USD.

Salary by seniority

senior$125.0K/ year67 postings
manager$129.0K/ year54 postings

Advertised posting medians do not describe all employees or roles.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

409 founders and chief executives across 319 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

100 profiles with education records.

Stanford University
21
Massachusetts Institute of Technology
19
University of California (Berkeley)
14
University of Pennsylvania
8
Carnegie Mellon University
6
Duke University
5
University of Toronto
4
University of California (Los Angeles)
4

Prior employers

25 profiles with prior-work records.

Google
6
Intel
6
Microsoft
5
Cisco
4
Facebook
2
Apple
2
Boston Consulting Group
1
Amazon
1

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

2,381,209 articles in the measured 12-month window.

Expand panel +
2,381,209articles in the measured year
238,397articles in 2026Q2
28.0%positive tone in the latest complete year

News volume trends

Chip Design and EDA coverage across United States · articles per complete quarter

0389,950779,9001,169,8501,559,8002021Q2: 518,5402021Q22021Q3: 547,0972021Q4: 512,8352022Q1: 568,8362022Q2: 555,4712022Q22022Q3: 566,5472022Q4: 625,5612023Q1: 657,2042023Q2: 667,7262023Q22023Q3: 596,4942023Q4: 559,0712024Q1: 587,8872024Q2: 568,5502024Q22024Q3: 568,2562024Q4: 591,5602025Q1: 881,9852025Q2: 604,8942025Q22025Q3: 1,356,3482025Q4: 327,9512026Q1: 458,5132026Q2: 238,3972026Q2
View quarterly article counts
QuarterArticles
2021Q2518,540
2021Q3547,097
2021Q4512,835
2022Q1568,836
2022Q2555,471
2022Q3566,547
2022Q4625,561
2023Q1657,204
2023Q2667,726
2023Q3596,494
2023Q4559,071
2024Q1587,887
2024Q2568,550
2024Q3568,256
2024Q4591,560
2025Q1881,985
2025Q2604,894
2025Q31,356,348
2025Q4327,951
2026Q1458,513
2026Q2238,397

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
438,263 positive · 933,942 neutral · 317,930 negative
2022
602,258 positive · 1,280,679 neutral · 431,912 negative
2023
707,482 positive · 1,315,479 neutral · 455,759 negative
2024
788,494 positive · 1,023,905 neutral · 502,104 negative
2025
886,835 positive · 1,440,505 neutral · 841,487 negative

Leading coverage topics

Chip Design and EDA coverage across United States · ranked by full-period article count.

Administrative And Political Subdivisions4,330,806 articles in the full recorded period
929,769 recent · 795,450 prior
Geopolitical Disputes And Contested Areas320,213 articles in the full recorded period
106,785 recent · 82,216 prior
International And Transnational Geographic Entities320,049 articles in the full recorded period
106,734 recent · 82,149 prior
International Political Relations198,212 articles in the full recorded period
51,618 recent · 49,891 prior
Security And Defense Policies140,817 articles in the full recorded period
40,770 recent · 34,212 prior
International Relations And Diplomacy90,354 articles in the full recorded period
21,250 recent · 23,217 prior
Geographic Naming Conventions And Etymology81,650 articles in the full recorded period
44,272 recent · 9,157 prior
Trade Policies And Agreements74,599 articles in the full recorded period
24,184 recent · 32,990 prior
Cryptocurrency Impact On Forex Markets74,497 articles in the full recorded period
17,384 recent · 17,982 prior
Human Rights Advocacy Reports68,471 articles in the full recorded period
16,320 recent · 21,968 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

Chip Design and EDA coverage across United States

KeywordRecentPriorChange
countries3,9251,959100%
etf trading2,6121,108136%
oil price volatility2,5301,094131%
stablecoin fx impact2,4911,65151%
etfs2,191915139%
sector etfs2,072875137%
etf products1,991787153%
etf structures1,897774145%
startup news1,874679176%
export sanctions1,715612180%
tariff negotiations12,65721,055-40%
free trade deals5,3238,478-37%
stock price2,4693,904-37%
trade enforcement1,9953,253-39%
consumer surveys1,5353,070-50%

Event and signal lenses

Chip Design and EDA coverage across United States

All complete annual cohorts shown
Rising

Funding Momentum

329,534 classified articles

investment deal, inflation reports fx, currency intervention policies

42.1% critical · 46.5% positive
Rising

Growth

495,486 classified articles

earnings report, quarterly results, quarterly financials

35.0% critical · 48.2% positive

Chip Design and EDA coverage across United States. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Chip Design and EDA research is working on

3,859 papers in the recorded india scope.

Expand panel +
3,859papers
23,037worldwide comparison pool
3,859India-affiliated papers

Research orientation

Breakthrough
1,584
Promising
1,359
Descriptive
343
Problem-identifying
341
Comparative
143
Cautionary
81
Critical
8

Contribution mix

Methods-led
2,944
Empirical
365
Reviews
304
Position pieces
224
Theoretical
22

Tone counts: 3,698 positive · 140 neutral · 21 negative.

Common problems researchers identify
349 papers · 9.0% of this field
  • Electronic design automation105 papers
  • Automation71 papers
  • Physical design56 papers
  • Design flow27 papers
  • Logic gate26 papers
  • Integrated circuit design23 papers
  • Field-programmable gate array22 papers
  • Very-large-scale integration21 papers

Landmark: Enzyme-based logic systems for information processing

Cautions
81 papers · 2.1% of this field
  • Logic gate14 papers
  • Routing10 papers
  • Electronic circuit8 papers
  • Interconnection8 papers
  • CMOS7 papers
  • Physical design7 papers
  • Electronic design automation7 papers
  • Logic synthesis7 papers

Landmark: Memristor-based IMPLY logic design procedure

Opportunities
2,943 papers · 76.3% of this field
  • Logic gate705 papers
  • Field-programmable gate array304 papers
  • Electronic design automation285 papers
  • Logic synthesis269 papers
  • CMOS241 papers
  • Automation239 papers
  • Physical design229 papers
  • Design flow213 papers

Landmark: ABC: An Academic Industrial-Strength Verification Tool

Leading institutions

University of California, Berkeley
2,988
Intel
2,623
University of California, Los Angeles
2,504
The University of Texas at Austin
2,218
Princeton University
2,132
University of Rochester
2,064

Leading researchers

Niraj K. Jha
1,983
Shahar Kvatinsky
1,870
Nimrod Wald
1,797
Zvi Kohavi
1,774
Guy Satat
1,715
Alan Mishchenko
1,347
Robert K. Brayton
1,112
Fabrizio Lombardi
1,109

Highly cited breakthrough-labelled papers

  • MAGIC—Memristor-Aided Logic814 citations
  • Memristor−CMOS Hybrid Integrated Circuits for Reconfigurable Logic664 citations
  • CNTFET-Based Design of Ternary Logic Gates and Arithmetic Circuits585 citations
  • Security analysis of logic obfuscation483 citations
  • An Architecture for Fault-Tolerant Computation with Stochastic Logic414 citations

Common problems researchers identify

334 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Physical Design and Lithography ChallengesCommon problems researchers identify · 01

Physical Design and Lithography Challenges

74 papers

22.2% of this theme group

Researchers highlight difficulties in placement, routing, and lithography for very‑large‑scale integration.

Physical design (38) · Routing (11) · Lithography (8) · Very-large-scale integration (11)

Advancing Placement

Interactive physical design tuning

View research history
YearShare index
202247.9
202345.1
202435.9
202547.1
Automation Limits in EDA SystemsCommon problems researchers identify · 02

Automation Limits in EDA Systems

66 papers

19.8% of this theme group

Papers discuss constraints and gaps in current electronic design automation and systems engineering tools.

Automation (50) · Electronic design automation (56) · Systems engineering (9) · Domain (4)

Opportunities for Machine Learning in Electronic Design Automation

Genetic design automation

View research history
YearShare index
2022579.8
2023609.4
2024436.0
2025408.8
Circuit and IC Design Variability IssuesCommon problems researchers identify · 03

Circuit and IC Design Variability Issues

56 papers

16.8% of this theme group

Works point out variability, statistical concerns, and scaling problems in analog and digital IC design.

Circuit design (17) · Integrated circuit design (15) · Node (10) · Chip (9)

Analog Circuit Design in Nanoscale CMOS Technologies

Variability and Statistical Design

View research history
YearShare index
202263.2
202361.9
202444.5
202578.2
EDA Education and Many‑core IntegrationCommon problems researchers identify · 04

EDA Education and Many‑core Integration

52 papers

15.6% of this theme group

Studies flag the need for better training and the impact of many‑core processors on design automation.

Electronic design automation (36) · Automation (20) · Engineering management (6) · Enhanced Data Rates for GSM Evolution (5)

“Scaling” the impact of EDA education Preliminary findings from the CCC workshop series on extreme scale design automa

Reinventing EDA with manycore processors

View research history
YearShare index
2022445.9
2023464.5
2024339.7
2025373.2
Logic Synthesis and Gate‑Level OptimizationCommon problems researchers identify · 05

Logic Synthesis and Gate‑Level Optimization

41 papers

12.3% of this theme group

Authors note challenges in reducing logic complexity and improving synthesis techniques for pass‑transistor logic.

Logic gate (28) · Logic synthesis (15) · Electronic circuit (9) · Pass transistor logic (5)

A Framework for Genetic Logic Synthesis

Features Reduction Using Logic Minimization Techniques

View research history
YearShare index
2022867.5
2023883.6
2024766.1
2025790.6
FPGA Design and Teaching GapsCommon problems researchers identify · 06

FPGA Design and Teaching Gaps

26 papers

7.8% of this theme group

Papers identify shortcomings in FPGA‑centric curricula and integration of digital design with assembly programming.

Field-programmable gate array (22) · Programmable logic device (6) · Logic synthesis (7) · Register-transfer level (4)

Integrating digital logic design and assembly programming using FPGAs in the classroom

Teaching Field Programmable Gate Array Design (Fpga) To Future Electrical Engineering Technologists: Course Development

View research history
YearShare index
2022656.7
2023658.0
2024553.9
2025564.3
3‑D IC Floorplanning and Interconnect BottlenecksCommon problems researchers identify · 07

3‑D IC Floorplanning and Interconnect Bottlenecks

19 papers

5.7% of this theme group

Research points to bandwidth and interconnection hurdles in three‑dimensional integrated circuit layouts.

Three-dimensional integrated circuit (9) · Floorplan (5) · Bandwidth (2) · Interconnection (3)

Design space exploration for 3D integrated circuits

Design Automation and Test Solutions for Monolithic 3D ICs

View research history
YearShare index
202216.1
202314.7
20249.2
20258.3

Cautions

77 papers · 4 recurring themes
4 cards

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Through‑Silicon‑Via Management RisksCautions · 01

Through‑Silicon‑Via Management Risks

22 papers

28.6% of this theme group

Authors caution about timing and density decisions for TSV insertion during 3‑D physical design.

Physical design (6) · Interconnection (6) · Power (4) · Through-silicon via (3)

Through-silicon-via management during 3D physical design: When to add and how many?

Design automation and testing of monolithic 3D ICs: Opportunities, challenges, and solutions: (Invited paper)

View research history
YearShare index
202256.8
202351.9
202428.2
202539.8
Power Overheads in Emerging Logic StylesCautions · 02

Power Overheads in Emerging Logic Styles

21 papers

27.3% of this theme group

Studies warn of increased power and area costs when using pass‑transistor and memristor‑based logic.

Logic gate (13) · Pass transistor logic (5) · CMOS (6) · Logic synthesis (6)

Masked Dual-Rail Precharge Logic Encounters State-of-the-Art Power Analysis Methods

Overhead Requirements for Stateful Memristor Logic

View research history
YearShare index
20221122.1
20231109.6
20241004.9
2025909.8
Automation Accuracy for Optical NoCs and Power MeasurementCautions · 03

Automation Accuracy for Optical NoCs and Power Measurement

18 papers

23.4% of this theme group

Papers advise careful validation of routing tools and power‑analysis methods in emerging network‑on‑chip designs.

Automation (8) · Electronic design automation (7) · Reuse (2) · Routing (3)

Wavelength-Routed Optical NoCs: Design and EDA — State of the Art and Future Directions: Invited Paper

TECHNIQUE FOR ACCURATE POWER AND ENERGY MEASUREMENT WITH THE COMPUTER-AIDED DESIGN TOOLS

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YearShare index
2022312.7
2023341.6
2024256.1
2025386.3
High‑Level Synthesis Security and Flow ComplexityCautions · 04

High‑Level Synthesis Security and Flow Complexity

16 papers

20.8% of this theme group

Works highlight hardware Trojan risks and the intricacy of integrating HLS into existing design flows.

High-level synthesis (4) · Design flow (5) · Register-transfer level (3) · Hardware Trojan (2)

Fast and effective placement and routing directed high-level synthesis for FPGAs

PDL: a high-level hardware design language for pipelined processors

View research history
YearShare index
202242.4
202340.7
202427.2
202528.5

Opportunities

2,790 papers · 7 recurring themes
7 cards

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Integrated Physical and Circuit Design ExplorationOpportunities · 01

Integrated Physical and Circuit Design Exploration

603 papers

21.6% of this theme group

Opportunities focus on systematic analog design and cost‑aware exploration of 3‑D IC architectures.

Physical design (164) · Design flow (120) · Circuit design (67) · Integrated circuit design (62)

Systematic Design of Analog CMOS Circuits

System-level cost analysis and design exploration for three-dimensional integrated circuits (3D ICs)

View research history
YearShare index
202270.9
202369.9
202445.9
202584.8
Scalable Routing and Placement TechniquesOpportunities · 02

Scalable Routing and Placement Techniques

527 papers

18.9% of this theme group

Research proposes methods to improve routability and placement efficiency for large‑scale mixed‑size designs.

Routing (93) · Netlist (68) · Very-large-scale integration (50) · Scalability (52)

Routability-driven analytical placement by net overlapping removal for large-scale mixed-size designs

Optimizing routability in large-scale mixed-size placement

View research history
YearShare index
202282.4
202376.0
202450.9
202577.7
Novel Logic Families and Nano‑Scale GatesOpportunities · 03

Novel Logic Families and Nano‑Scale Gates

472 papers

16.9% of this theme group

Papers present new pass‑transistor and nano‑thermo‑mechanical logic concepts for future gate designs.

Logic gate (430) · Pass transistor logic (159) · Logic family (122) · NAND gate (63)

mLogic

NanoThermoMechanical AND and OR Logic Gates

View research history
YearShare index
2022242.0
2023246.5
2024252.5
2025270.1
Automation for 3‑D and Flexible ElectronicsOpportunities · 04

Automation for 3‑D and Flexible Electronics

416 papers

14.9% of this theme group

Studies explore CAD tools and process kits enabling design of three‑dimensional and hybrid flexible circuits.

Automation (192) · Electronic design automation (223) · Systems engineering (23) · Manufacturing engineering (16)

Design and CAD for 3D integrated circuits

Process design kit and design automation for flexible hybrid electronics

View research history
YearShare index
2022579.8
2023609.4
2024436.0
2025408.8
Approximate Logic Synthesis AdvancesOpportunities · 05

Approximate Logic Synthesis Advances

406 papers

14.6% of this theme group

Works demonstrate statistical certification and optimization techniques for approximate circuit synthesis.

Logic synthesis (229) · Logic gate (235) · Logic optimization (68) · Sequential logic (62)

Statistically certified approximate logic synthesis

Logic Synthesis of Approximate Circuits

View research history
YearShare index
2022242.1
2023248.3
2024257.5
2025289.0
FPGA‑Based Embedded System InnovationsOpportunities · 06

FPGA‑Based Embedded System Innovations

303 papers

10.9% of this theme group

Research highlights heterogeneous FPGA architectures and embedded designs improving area, power, and performance.

Field-programmable gate array (277) · Programmable logic array (32) · Lookup table (36) · Embedded system (60)

FPGA-based embedded system design

Heterogeneous FPGA Architecture Using Threshold Logic Gates for Improved Area, Power, and Performance

View research history
YearShare index
2022620.9
2023620.5
2024509.1
2025517.6
Adiabatic and Energy‑Efficient ComputingOpportunities · 07

Adiabatic and Energy‑Efficient Computing

63 papers

2.3% of this theme group

Papers investigate ultra‑low‑power adiabatic circuits and processors for next‑generation energy‑constrained systems.

Adiabatic circuit (51) · Adiabatic process (29) · CMOS (26) · Logic gate (38)

Adiabatic Quantum-Flux-Parametron: Towards Building Extremely Energy-Efficient Circuits and Systems

A Mini-MIPS microprocessor for adiabatic computing

View research history
YearShare index
2022942.8
2023923.4
2024793.3
2025690.6

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Breakthrough41.0%26.5%
Promising35.2%37.4%
Descriptive8.9%17.4%
Problem-identifying8.8%9.8%
Comparative3.7%3.7%
Cautionary2.1%4.3%
Critical0.2%0.9%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Energy & datacenter footprintPIMA-Logic: A Novel Processing-in-Memory Architecture for Highly Flexible and Energy-Efficient Logic Computation120.33%0 (0.0%)0.26%
Privacy & surveillanceCAD-in-the-Cloud: Protecting FPGA Design Privacy via Redacted Netlists20.05%0 (0.0%)0.04%
Safety & misuseDefensive dropout for hardening deep neural networks under adversarial attacks20.05%0 (0.0%)0.02%
Concentration of compute powerDemocratizing electronic-photonic AI systems: an open-source AI-infused cross-layer codesign and design automation toolf10.03%0 (0.0%)0.01%
Water use00.0%0 (%)0.0%
Carbon & emissions of compute00.0%0 (%)0.0%
Hardware, e-waste & supply chain00.0%0 (%)0.01%
Labour & data work00.0%0 (%)0.01%
Bias & fairness00.0%0 (%)0.0%

Institution and researcher rankings use citations to their covered work. Research scope: United States. This may be broader than the company geography.

GEOGRAPHIC FOOTPRINT

Where companies are based

Company counts, hiring and disclosed funding across the recorded hubs.

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8 cards

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UNDERSTAND THE LANDSCAPE

Chip Design and EDA in the United States: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

Company ecosystem snapshot: 2 September 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.

Canonical landscape ↗
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