HTEC tech stack

HTEC builds mostly with Python, C++, SQL, Scala. Its stack also includes Azure, AWS, PyTorch, PyTorch C++. Python is named in 9 of the 16 job postings HTEC published in the last 12 months (56%). Counted by Alion from the job postings of HTEC, updated Oct 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 12, 2026
Technologies in use
117
Postings analysed
16
Open now
16
Modernity
85 /100
New in 6 months
8

What programming languages does HTEC use?

Python is named in 56% of job postings at HTEC, followed by C++ (31%), SQL (19%), Scala (13%).

Python 9 56% required in 78% · 9 open now · since May 2026
C++ 5 31% required in 100% · 5 open now · since May 2026
SQL 3 19% required in 67% · 3 open now · since Jul 2026
Scala 2 13% required in 100% · 2 open now · since Jun 2026
Java 1 6% required in 100% · 1 open now · since Jun 2026
Mojo 1 6% required in 100% · 1 open now · since Sep 2026
PowerShell 1 6% required in 100% · 1 open now · since Aug 2026
C# 1 6% optional · 1 open now · since Aug 2026
Show all (9)
Go1

What frameworks and libraries does HTEC use?

PyTorch is named in 19% of job postings at HTEC, followed by PyTorch C++ (19%), TensorFlow (19%), TensorFlow C++ (19%).

PyTorch 3 19% required in 67% · 3 open now · since Aug 2026
PyTorch C++ 3 19% required in 67% · 3 open now · since Aug 2026
TensorFlow 3 19% required in 67% · 3 open now · since Aug 2026
TensorFlow C++ 3 19% required in 67% · 3 open now · since Aug 2026
Apache TVM 2 13% required in 100% · 2 open now · since Aug 2026
Flink 2 13% required in 100% · 2 open now · since Jun 2026
IREE 2 13% required in 100% · 2 open now · since Aug 2026
LangChain 2 13% required in 100% · 2 open now · since Aug 2026
Show all (27)
MLIR2
ONNX Runtime2
XLA2
CUDA1
DeepSpeed1
JAX1
LangGraph1
LlamaIndex1
MuJoCo1
Nav21
OpenCL1
PoC Library1
ROS21
RTAB-Map1
Scikit-learn1
Temporal1
Triton1
ros2_control1
Keras1

What databases does HTEC use?

Delta Lake is named in 13% of job postings at HTEC, followed by Amazon Redshift (6%), Apache Iceberg (6%), DynamoDB (6%).

Delta Lake 2 13% required in 50% · 2 open now · since Jul 2026
Amazon Redshift 1 6% required in 100% · 1 open now · since Jul 2026
Apache Iceberg 1 6% required in 100% · 1 open now · since Aug 2026
DynamoDB 1 6% required in 100% · 1 open now · since Jul 2026
Snowflake 1 6% required in 100% · 1 open now · since Aug 2026

What cloud and platforms does HTEC use?

Azure is named in 50% of job postings at HTEC, followed by AWS (44%), Kubernetes (31%), Linux (25%).

Azure 8 50% required in 88% · 8 open now · since May 2026
AWS 7 44% required in 86% · 7 open now · since May 2026
Kubernetes 5 31% required in 80% · 5 open now · since May 2026
Linux 4 25% required in 100% · 4 open now · since May 2026
Apache Kafka 4 25% required in 50% · 4 open now · since Jun 2026
GCP 3 19% required in 100% · 3 open now · since Aug 2026
Airflow 3 19% required in 33% · 3 open now · since Jul 2026
Databricks 2 13% required in 100% · 2 open now · since Aug 2026
Show all (34)
Azure DevOps2
LangSmith2
Spark2
GitHub Actions2
.NET1
AWS Lambda1
AWS Step Functions1
Amazon ECS1
Amazon Kinesis1
Amazon S31
Azure AKS1
CUDA Toolkit1
GitLab CI1
Grafana1
NVIDIA Omniverse1
OpenAI1
Power BI1
Superset1
Unix1
vLLM1
Aqua Security1
Crowdstrike1
Prisma Cloud1
Snyk1
Tableau1
Wiz1

What developer tools does HTEC use?

Docker is named in 25% of job postings at HTEC, followed by Terraform (25%), LLVM (13%), TensorRT (13%).

Docker 4 25% required in 50% · 4 open now · since Jul 2026
Terraform 4 25% required in 50% · 4 open now · since May 2026
LLVM 2 13% required in 100% · 2 open now · since Aug 2026
TensorRT 2 13% required in 100% · 2 open now · since Aug 2026
dbt 2 13% required in 50% · 2 open now · since Jul 2026
Claude Code 1 6% required in 100% · 1 open now · since Aug 2026
Copilot 1 6% required in 100% · 1 open now · since Aug 2026
CoppeliaSim 1 6% required in 100% · 1 open now · since Aug 2026
Show all (19)
Cursor1
Gazebo1
Git1
Isaac Sim1
ONNX1
OpenAI Codex1
TPU1
Triton Inference Server1
Falco1
HashiCorp Vault1
Trivy1

What AI and ML technologies does HTEC use?

LLM is named in 13% of job postings at HTEC, followed by Claude (6%), Llama (6%).

LLM 2 13% required in 100% · 2 open now · since Aug 2026
Claude 1 6% required in 100% · 1 open now · since Aug 2026
Llama 1 6% required in 100% · 1 open now · since Aug 2026

Which engineering practices does HTEC ask for?

CI/CD is named in 31% of job postings at HTEC, followed by Machine Learning (31%), ETL/ELT (13%), Quantization (13%).

CI/CD 5 31% required in 60% · 5 open now · since May 2026
Machine Learning 5 31% required in 60% · 5 open now · since Jun 2026
ETL/ELT 2 13% required in 100% · 2 open now · since Aug 2026
Quantization 2 13% required in 100% · 2 open now · since Aug 2026
AI Agents 1 6% required in 100% · 1 open now · since Aug 2026
Digital Twin 1 6% required in 100% · 1 open now · since Aug 2026
Knowledge Graph 1 6% required in 100% · 1 open now · since Jun 2026
Motion Planning 1 6% required in 100% · 1 open now · since Aug 2026
Show all (20)
NLP1
Perception1
RAG1
Reinforcement Learning1
Reinforcement Learning1
Self-Healing1
Tool Use1
eBPF1
Computer Vision1
Fine-tuning1
GitOps1
SFT1

What does each HTEC team work with?

The technologies each team's postings require most often, with the number of postings that require them.

AI/ML

5 postings
Python3
Apache TVM2
Azure2
C++2
IREE2
LLM2

DevOps

3 postings
Azure2
Kubernetes2
Terraform2

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How is the HTEC stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

First appeared
GCPAug 2026
PyTorchAug 2026
PyTorch C++Aug 2026
TensorFlowAug 2026
TensorFlow C++Aug 2026
Apache TVMAug 2026
DatabricksAug 2026
ETL/ELTAug 2026

How modern is the HTEC stack?

Cutting-edge AI adopter 85/100

HTEC scores 85 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 3; legacy ones: 0.

How common is the HTEC stack in its industry?

Share of the 7,006 companies in the same industries, whose stack Alion knows, that use each technology.

Python45%
Azure35%
AWS37%
C++11%
Kubernetes31%
Apache Kafka18%
Linux27%
Airflow6%
GCP25%
PyTorch9%

What sets HTEC apart

PyTorch C++1%
TensorFlow C++1%

Questions about the HTEC tech stack

What programming languages does HTEC use?

The languages named in HTEC job postings are Python (56%), C++ (31%), SQL (19%), Scala (13%), Java (6%), as a share of the 16 postings of the last 12 months.

Does HTEC use PyTorch?

Yes. PyTorch is named in 3 of 16 job postings (19%) and required in 2 of them.

What cloud and platforms does HTEC use?

The cloud and platforms named in HTEC job postings are Azure (8), AWS (7), Kubernetes (5) (postings in brackets).

What skills do you need for a AI/ML job at HTEC?

AI/ML postings at HTEC most often require Python (3), Apache TVM (2), Azure (2), C++ (2), out of 5 postings in the last 12 months.

Is the HTEC tech stack changing?

Yes. GCP, PyTorch, PyTorch C++, TensorFlow first appeared in HTEC job postings in the last six months.

How modern is the HTEC tech stack?

HTEC scores 85 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 3; legacy ones: 0.

How does Alion know the HTEC tech stack?

Alion reads every job posting HTEC publishes and tags the technologies each one names. The figures on this page count the 16 postings of the last 12 months and were updated on Oct 12, 2026.

Method and citation

Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count

Alion, "HTEC tech stack: 117 technologies from 16 job postings", as of Oct 12, 2026. https://alion.io/company/htec/technologies

Licence: CC BY-SA 4.0JSON