Reports · Job Market Intelligence

Kept jobs passed the screening rules (target role, and in DFW, Houston, or remote open to Texas).

Reports built Nov 4, 2026, 9:03 PM CST (6 hours ago). They include collections up to Nov 4, 2026, 9:03 PM CST and structured details (AI extraction) up to Nov 4, 2026, 8:48 PM CST. Reports change only when the analytics are rebuilt; collection runs only when started by hand.

Structured details coverage

165 of 166 listed postings (99.4%) have structured details. Skills, experience, and eligibility below count only those postings.

Current inventory

As of Nov 4, 2026 (today, so far). A job posted more than once counts once as an opportunity.

Availability	Postings	Opportunities	Seen that day	Carried forward
Observed	165	146	165	0
Possibly unavailable	1	1	1	0
Assumed inactive	12	12	0	12

"Carried forward" means the board was not scanned completely that day, so the last known state is kept.

Daily activity

Days in America/Chicago time. Initial imports are listings found when a board was first added, not new openings.

Day	Initial imports	Discovered	Updated	Possibly unavailable	Assumed inactive	Boards added
Nov 4, 2026 so far today	0	1	4	1	10	0
Nov 3, 2026	0	4	10	7	0	0
Nov 2, 2026	0	0	0	0	0	0
Nov 1, 2026	0	0	0	0	0	0
Oct 31, 2026	0	0	0	0	0	0
Oct 30, 2026	0	0	0	0	0	0
Oct 29, 2026	0	0	0	0	0	0
Oct 28, 2026	0	1	1	3	2	0
Oct 27, 2026	0	2	1	2	0	0
Oct 26, 2026	91	0	0	0	0	30
Oct 25, 2026	79	0	0	0	0	21

Skills in demand

Postings with structured details that mention each skill. "One of several" means the listing accepts any of a set (for example "Python or Java"). A posting can appear in more than one column, so columns do not add up.

Out of 165 postings with structured details. 403 skills, most required first.

Skill	Required	Required, one of several	Preferred
Python	54	21	20
C++	31	13	9
Linux	28	0	4
SQL	26	1	7
PyTorch	15	3	3
React	15	3	3
Bash	12	2	0
JavaScript	11	8	5
Dagger 2	11	0	0
Jetpack Navigation	11	0	0
JUnit	11	0	0
Kotlin	11	0	0
Kotlin Coroutines	11	0	0
Kotlin Flow	11	0	0
Docker	10	1	11
Node.js	10	0	14
Git	10	0	4
PostgreSQL	8	0	3
Microsoft Azure	7	5	5
C	7	5	2
TypeScript	6	12	3
AWS	6	7	11
Kubernetes	6	2	11
Power BI	6	1	5
C#	6	1	0
CI/CD	6	0	5
Excel	6	0	2
Java	4	7	2
Terraform	4	5	19
Azure DevOps	4	3	1
CSS	4	2	0
HTML	4	2	0
PowerShell	4	1	0
.NET	4	0	1
TensorFlow	3	3	2
TensorRT	3	0	4
ONNX	3	0	3
Databricks	3	0	1
Microsoft Fabric	3	0	1
Azure Databricks	3	0	0
Delta Lake	3	0	0
Plotly	3	0	0
Salesforce	3	0	0
Go	2	11	2
Rust	2	3	3
PySpark	2	3	0
GitHub Actions	2	2	1
Angular	2	1	2
dbt	2	1	1
ROS	2	0	5
MySQL	2	0	4
SQL Server	2	0	3
AFSIM	2	0	2
GitHub	2	0	2
NGTS	2	0	2
Vue.js	2	0	2
Azure Cognitive Services	2	0	0
Azure Machine Learning	2	0	0
Hibernate	2	0	0
NestJS	2	0	0
PHP	2	0	0
Relativity	2	0	0
Spring	2	0	0
Spring Boot	2	0	0
SSIS	2	0	0
Google Cloud	1	3	18
Bicep	1	3	0
Apache Kafka	1	2	5
LangChain	1	2	4
OpenAI	1	2	3
Bedrock	1	2	2
Claude Code	1	2	1
CMake	1	1	3
Jira	1	1	3
RabbitMQ	1	1	2
Apache Spark	1	1	1
PPO	1	1	0
SAC	1	1	0
Vertex	1	0	2
ARM	1	0	1
Azure SQL Database	1	0	1
QT	1	0	1
Redshift	1	0	1
REST APIs	1	0	1
WebSocket	1	0	1
ActiveBatch	1	0	0
Apache	1	0	0
Apex	1	0	0
AUTOSAR Classic	1	0	0
AWS QuickSight	1	0	0
Azure AI Search	1	0	0
Azure App Service	1	0	0
Azure App Services	1	0	0
Azure CLI	1	0	0
Azure Integration Services	1	0	0
Azure OpenAI	1	0	0
Azure OpenAI Service	1	0	0
Azure Portal	1	0	0
BigQuery	1	0	0
Blazor	1	0	0
CAN	1	0	0
CAN-FD	1	0	0
CentOS	1	0	0
Composer	1	0	0
CPQ	1	0	0
DDS	1	0	0
Drupal	1	0	0
Drush	1	0	0
Dynamics 365 CRM	1	0	0
Entra ID	1	0	0
ETL	1	0	0
Express	1	0	0
Flow	1	0	0
Google Analytics	1	0	0
Google Apps Script	1	0	0
Google Workspace	1	0	0
GraphQL	1	0	0
GRE	1	0	0
HTTP	1	0	0
iperf	1	0	0
iproute2	1	0	0
IPsec	1	0	0
JMeter	1	0	0
JPA	1	0	0
JQuery	1	0	0
Key Vault	1	0	0
Kinesis	1	0	0
Lightning Web Components	1	0	0
MATLAB	1	0	0
Microsoft PowerPoint	1	0	0
MongoDB	1	0	0
MS Flow	1	0	0
NPM	1	0	0
OEL	1	0	0
Office 365	1	0	0
OneStream	1	0	0
OpenVPN	1	0	0
Optuna	1	0	0
Ora2Pg	1	0	0
Oracle 12c	1	0	0
Poetry	1	0	0
PostgresSQL	1	0	0
PowerApps	1	0	0
Power BI service	1	0	0
Progress 4GL/OpenEdge	1	0	0
Red Hat Enterprise Linux	1	0	0
Redis	1	0	0
REHL	1	0	0
RShiny	1	0	0
Salesforce APIs	1	0	0
Sass	1	0	0
SharePoint	1	0	0
Simulink	1	0	0
Snowflake	1	0	0
SOQL	1	0	0
SOSL	1	0	0
SSAS	1	0	0
SSRS	1	0	0
Stateflow	1	0	0
Stripe	1	0	0
Tailwind	1	0	0
tcpdump	1	0	0
TIBCO Spotfire	1	0	0
TimescaleDB	1	0	0
T-SQL	1	0	0
TypeORM	1	0	0
UDS	1	0	0
Unity Catalog	1	0	0
USWDS	1	0	0
Visualforce	1	0	0
VSTS	1	0	0
Web API	1	0	0
wireshark	1	0	0
Workday	1	0	0
Workflows	1	0	0
XCP	1	0	0
XML	1	0	0
Yarn	1	0	0
R	0	4	1
Claude	0	3	0
Gemini	0	2	1
Ansible	0	1	5
Tableau	0	1	5
Conan	0	1	4
Pulumi	0	1	4
Grafana	0	1	3
Azure Data Factory	0	1	1
Bazel	0	1	1
GitLab CI	0	1	1
Jenkins	0	1	1
OpenShift	0	1	1
AWS SNS/SQS	0	1	0
ChatGPT	0	1	0
Copilot	0	1	0
Cursor	0	1	0
Fivetran	0	1	0
GitHub Copilot	0	1	0
Jax	0	1	0
k6	0	1	0
Locust	0	1	0
SAS	0	1	0
Slack	0	1	0
iOS	0	0	11
Web	0	0	8
Oracle	0	0	5
ArduPilot	0	0	4
OMS	0	0	4
PX4	0	0	4
UCI	0	0	4
Apache Airflow	0	0	3
Argo Workflows	0	0	3
Confluence	0	0	3
CUDA	0	0	3
Looker	0	0	3
OpenTelemetry	0	0	3
Prometheus	0	0	3
Ray	0	0	3
AKS	0	0	2
Amperon	0	0	2
APISIX	0	0	2
Azure Kubernetes Service	0	0	2
CNN	0	0	2
Datadog	0	0	2
Dayzer	0	0	2
Endur	0	0	2
GAN	0	0	2
GBM	0	0	2
Kong	0	0	2
Kubeflow	0	0	2
Loki	0	0	2
LSTM	0	0	2
MQTT	0	0	2
NATS JetStream	0	0	2
Nest.js	0	0	2
OpenTofu	0	0	2
Pulsar	0	0	2
ROS2	0	0	2
VAE	0	0	2
Yes Energy	0	0	2
Access	0	0	1
Anthropic Claude Agent SDK	0	0	1
API Gateway	0	0	1
Argo CD	0	0	1
Aurora	0	0	1
Aurora XMP	0	0	1
AutoGen	0	0	1
AWS Bedrock AgentCore	0	0	1
AWS Lambda	0	0	1
AWS SageMaker	0	0	1
AZ-102	0	0	1
AZ-204	0	0	1
AZ-305	0	0	1
AZ-900	0	0	1
Azure AI Foundry	0	0	1
Azure Database for PostgreSQL	0	0	1
Azure Function Apps	0	0	1
Azure Logic Apps	0	0	1
Azure ML	0	0	1
Bitbucket	0	0	1
BitBucket	0	0	1
Bloomberg	0	0	1
Buildkite	0	0	1
C++17	0	0	1
C++20	0	0	1
Cameo API	0	0	1
CANalyzer	0	0	1
CANoe	0	0	1
CARLA	0	0	1
CesiumJS	0	0	1
Chef	0	0	1
Claude Managed Agents	0	0	1
coreml	0	0	1
Costpoint	0	0	1
Crew AI	0	0	1
Databricks Genie	0	0	1
Databricks Lakebase	0	0	1
Data Cloud	0	0	1
DaVinci Configurator	0	0	1
DaVinci Developer	0	0	1
DAYZER	0	0	1
Deltek	0	0	1
DO-178C	0	0	1
DO-254	0	0	1
dSPACE	0	0	1
DynamoDB	0	0	1
Dynatrace	0	0	1
Eggplant	0	0	1
EKS	0	0	1
Elasticsearch	0	0	1
Electron	0	0	1
Embedded Coder	0	0	1
ESRI	0	0	1
ETAS	0	0	1
Experience Cloud	0	0	1
ffmpeg	0	0	1
FFmpeg	0	0	1
Flutter	0	0	1
Flyte	0	0	1
Forever	0	0	1
FPGAs	0	0	1
Gazebo	0	0	1
GitLab	0	0	1
GKE	0	0	1
gRPC	0	0	1
Grunt	0	0	1
GStreamer	0	0	1
GTest	0	0	1
HAProxy	0	0	1
HashiCorp Vault	0	0	1
Helm	0	0	1
Hitachi	0	0	1
HLS	0	0	1
IFS	0	0	1
Ignition	0	0	1
Infineon AURIX	0	0	1
Isaac	0	0	1
Isaac Sim	0	0	1
Kibana	0	0	1
KVM	0	0	1
LangGraph	0	0	1
LangGraph Cloud	0	0	1
Leaflet	0	0	1
Linux Admin	0	0	1
Linux/Unix	0	0	1
LlamaIndex	0	0	1
Maplibre GL	0	0	1
Marketing Cloud	0	0	1
Marvel	0	0	1
Matomo	0	0	1
MCP	0	0	1
MIL-STD-1553	0	0	1
MISRA C	0	0	1
MISRA C++	0	0	1
MLflow	0	0	1
MOSA	0	0	1
Nagios	0	0	1
NATS	0	0	1
Neo4j	0	0	1
Neon	0	0	1
NetSuite	0	0	1
NGINX	0	0	1
Nix	0	0	1
Nvidia CUDA	0	0	1
OMPL	0	0	1
onnx	0	0	1
OPC UA	0	0	1
OpenCV	0	0	1
OpenGL	0	0	1
OpenLayers	0	0	1
Palantir Foundry	0	0	1
Pandas	0	0	1
Parquet	0	0	1
pgAdmin	0	0	1
Playwright	0	0	1
PLEXOS	0	0	1
PostGIS	0	0	1
Power Automate	0	0	1
PROMOD	0	0	1
Puppet	0	0	1
QML	0	0	1
Qt	0	0	1
Quicksight	0	0	1
RKE2/Rancher	0	0	1
RS-422	0	0	1
RS-485	0	0	1
Salesforce CPQ	0	0	1
SAML	0	0	1
SAP	0	0	1
Selenium	0	0	1
Sentry	0	0	1
Serverless	0	0	1
shadcn/radix	0	0	1
Shibboleth	0	0	1
Slurm	0	0	1
Snowflake Cortex	0	0	1
SpaceWire	0	0	1
SSMS	0	0	1
SST	0	0	1
STANAG 4586	0	0	1
Stash	0	0	1
SystemVerilog	0	0	1
TAK/CoT	0	0	1
TanStack	0	0	1
TargetLink	0	0	1
TC3xx	0	0	1
Temporal	0	0	1
tensorRT	0	0	1
three.js	0	0	1
Time-Triggered Ethernet	0	0	1
Unreal Engine	0	0	1
VBA	0	0	1
Vector	0	0	1
Velocity Template Language	0	0	1
Vertex AI Agent Builder	0	0	1
Vertexone	0	0	1
VMware	0	0	1
Vulkan	0	0	1
WebDataset	0	0	1
WebGL	0	0	1
WebRTC	0	0	1
WOSA	0	0	1
Yocto	0	0	1
Zabbix	0	0	1

Experience

Listed postings by what the listing asks for. Shares are of postings with structured details.

Open to early career
Value	Postings	Share
Not early career	150	90.9%
Early career	9	5.5%
Internship	3	1.8%
Unclear	3	1.8%
No structured details yet	1	n/a

Smallest required overall experience
Value	Postings	Share
Under 1 year	5	3.0%
1 year	5	3.0%
2 years	11	6.7%
3 to 4 years	25	15.2%
5 to 7 years	63	38.2%
8 or more years	12	7.3%
Not stated	44	26.7%
No structured details yet	1	n/a

Seniority
Value	Postings	Share
Senior	72	43.6%
Not stated	22	13.3%
Staff	22	13.3%
Lead	15	9.1%
Entry	8	4.8%
Manager	8	4.8%
Mid	8	4.8%
Unclear	4	2.4%
Intern	3	1.8%
Principal	2	1.2%
Director	1	0.6%
No structured details yet	1	n/a

Graduation requirement
Value	Postings	Share
Not stated	161	97.6%
Stated	4	2.4%
No structured details yet	1	n/a

Sponsorship, authorization, citizenship, and clearance

Only what listings state; nothing is inferred. Three ways to read each share: of all listed postings, of those with structured details, and of those that state a policy at all.

Visa sponsorship
Statement	Postings	Of listed	Of with details	Of stating a policy
Not stated	151	91.0%	91.5%	n/a
No sponsorship	14	8.4%	8.5%	100.0%
No structured details yet	1	0.6%	n/a	n/a

Work authorization
Statement	Postings	Of listed	Of with details	Of stating a policy
Not stated	151	91.0%	91.5%	n/a
Required	14	8.4%	8.5%	100.0%
No structured details yet	1	0.6%	n/a	n/a

Citizenship
Statement	Postings	Of listed	Of with details	Of stating a policy
Not stated	153	92.2%	92.7%	n/a
U.S. citizenship required	8	4.8%	4.8%	66.7%
U.S. person status required	4	2.4%	2.4%	33.3%
No structured details yet	1	0.6%	n/a	n/a

Security clearance
Statement	Postings	Of listed	Of with details	Of stating a policy
Not stated	129	77.7%	78.2%	n/a
Must be eligible	30	18.1%	18.2%	83.3%
Preferred	6	3.6%	3.6%	16.7%
No structured details yet	1	0.6%	n/a	n/a

Pipeline health

Board scans and AI extraction requests per day, for all boards.

Day	Scans	Complete	Partial	Failed	AI requests	AI failures	Kept jobs with details
Nov 4, 2026 so far today	103	101	0	2	124	34	99.4%
Nov 3, 2026	51	51	0	0	20	0	100.0%
Nov 2, 2026	0	0	0	0	0	0	100.0%
Nov 1, 2026	0	0	0	0	0	0	100.0%
Oct 31, 2026	0	0	0	0	0	0	100.0%
Oct 30, 2026	0	0	0	0	0	0	100.0%
Oct 29, 2026	0	0	0	0	0	0	100.0%
Oct 28, 2026	102	100	2	0	452	0	100.0%
Oct 27, 2026	102	102	0	0	0	0	0.0%
Oct 26, 2026	72	72	0	0	0	0	n/a
Oct 25, 2026	42	42	0	0	0	0	n/a

Board freshness

51 enabled boards, oldest complete collection first, as of the build. A board with no complete collection in 36 hours is marked; its availability may be out of date.

Employer	Source	Last complete collection	Latest scan
Daniels Health	Lever	Nov 4, 2026, 2:05 PM CST	failed
Bellwether	Lever	Nov 4, 2026, 9:00 PM CST	complete
Berkshire Hathaway Homestate Companies	Lever	Nov 4, 2026, 9:00 PM CST	complete
Boingo Wireless	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Bot Auto	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Braviant Holdings	Lever	Nov 4, 2026, 9:00 PM CST	complete
Brighton Jones	Lever	Nov 4, 2026, 9:00 PM CST	complete
Brindley Engineering	Lever	Nov 4, 2026, 9:00 PM CST	complete
C3 AI	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
CAI	Lever	Nov 4, 2026, 9:00 PM CST	complete
Chariot Energy	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
City of Fort Worth	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Cognite	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Contact Government Services	Lever	Nov 4, 2026, 9:00 PM CST	complete
EQT Corporation	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Farther	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Gridmatic	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Hanwha Energy USA	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Indicium AI	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Island	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Lantern (healthcare)	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Lantern (technology consulting)	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Onbe	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
ON.energy	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Plus Power	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
PMG	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Speechify	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Torc Robotics	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Uber Freight	Greenhouse	Nov 4, 2026, 9:00 PM CST	complete
Contentsquare	Lever	Nov 4, 2026, 9:01 PM CST	complete
CyberOne Security	Lever	Nov 4, 2026, 9:01 PM CST	complete
D.A. Davidson	Lever	Nov 4, 2026, 9:01 PM CST	complete
DN LLC	Lever	Nov 4, 2026, 9:01 PM CST	complete
Fleetzero	Lever	Nov 4, 2026, 9:01 PM CST	complete
GoodLeap	Lever	Nov 4, 2026, 9:01 PM CST	complete
Kpler	Lever	Nov 4, 2026, 9:01 PM CST	complete
Match Group	Lever	Nov 4, 2026, 9:02 PM CST	complete
Octopus Energy	Lever	Nov 4, 2026, 9:02 PM CST	complete
PDI Technologies	Lever	Nov 4, 2026, 9:02 PM CST	complete
Purple Land Management	Lever	Nov 4, 2026, 9:02 PM CST	complete
Service Wire	Lever	Nov 4, 2026, 9:02 PM CST	complete
Shield AI	Lever	Nov 4, 2026, 9:02 PM CST	complete
solidcore	Lever	Nov 4, 2026, 9:02 PM CST	complete
Texas Original	Lever	Nov 4, 2026, 9:03 PM CST	complete
Topaz Labs	Lever	Nov 4, 2026, 9:03 PM CST	complete
Total Expert	Lever	Nov 4, 2026, 9:03 PM CST	complete
United Flow Technologies	Lever	Nov 4, 2026, 9:03 PM CST	complete
Venus Aerospace	Lever	Nov 4, 2026, 9:03 PM CST	complete
Waabi	Lever	Nov 4, 2026, 9:03 PM CST	complete
Wade Trim	Lever	Nov 4, 2026, 9:03 PM CST	complete
Wellfit Technologies	Lever	Nov 4, 2026, 9:03 PM CST	complete