Hark
LLM & Generative AI · AI Research Labs

Hark tech stack

Hark builds mostly with Python, C++, Rust, MATLAB. Its stack also includes Linux, Kubernetes, PyTorch, TensorFlow. Python is named in 21 of the 84 job postings Hark published in the last 12 months (25%). Counted by Alion from the job postings of Hark, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
144
Postings analysed
84
Open now
52
Modernity
73 /100
New in 6 months
7

What programming languages does Hark use?

Python is named in 25% of job postings at Hark, followed by C++ (20%), Rust (11%), MATLAB (7%).

Python 21 25% required in 100% · 12 open now · since Mar 2026
C++ 17 20% required in 100% · 13 open now · since Mar 2026
Rust 9 11% required in 100% · 6 open now · since Mar 2026
MATLAB 6 7% required in 100% · 2 open now · since Mar 2026
Go 3 4% required in 100% · 2 open now · since Mar 2026
Swift 3 4% required in 100% · 3 open now · since Mar 2026
TypeScript 3 4% required in 100% · 2 open now · since Jun 2026
Kotlin 3 4% required in 67% · 2 open now · since Mar 2026
Show all (13)
Java2
JavaScript2
Dart1
GLSL1
SQL1

What frameworks and libraries does Hark use?

PyTorch is named in 6% of job postings at Hark, followed by TensorFlow (5%), Megatron-LM (4%), ONNX Runtime (4%).

PyTorch 5 6% required in 100% · 1 open now · since Mar 2026
TensorFlow 4 5% required in 75% · 2 open now · since Apr 2026
Megatron-LM 3 4% required in 100% · 3 open now · since Mar 2026
ONNX Runtime 3 4% required in 100% · since Jun 2026
DeepSpeed 2 2% required in 100% · 2 open now · since Mar 2026
Jetpack Compose 2 2% required in 100% · 1 open now · since Mar 2026
LiteRT 2 2% required in 100% · 1 open now · since Jun 2026
Ray 2 2% required in 100% · 2 open now · since Oct 2026
Show all (31)
React.js2
SwiftUI2
TFLite2
UIKit2
AVFoundation1
Apache TVM1
CUDA1
CUTLASS1
Combine1
Core Animation1
FSDP1
Flink1
Flutter1
JAX1
JUCE1
MLIR1
NCCL1
NVIDIA NeMo1
OpenGL1
SGLang1
TensorFlow C++1
Triton1
Unity1

What databases does Hark use?

Delta Lake is named in 1% of job postings at Hark.

Delta Lake 1 1% required in 100% · since Apr 2026

What cloud and platforms does Hark use?

Linux is named in 7% of job postings at Hark, followed by Kubernetes (6%), RTOS (5%), AWS (4%).

Linux 6 7% required in 100% · 6 open now · since Mar 2026
Kubernetes 5 6% required in 80% · 3 open now · since Mar 2026
RTOS 4 5% required in 100% · 4 open now · since Mar 2026
AWS 3 4% required in 100% · 2 open now · since Mar 2026
Datadog 3 4% required in 100% · 2 open now · since Jun 2026
Figma 3 4% required in 100% · 2 open now · since Jun 2026
Wiz 3 4% required in 100% · 2 open now · since Jun 2026
Amazon EKS 2 2% required in 100% · 1 open now · since Jun 2026
Show all (27)
Cloudflare2
GCP2
Snyk2
API Gateway1
Android SDK1
Apache Kafka1
Crowdstrike1
GitHub Actions1
GitLab CI1
LiveKit1
Okta1
RabbitMQ1
Rive1
SIEM1
Spark1
Unix1
WebAssembly1
Windows1
vLLM1

What developer tools does Hark use?

WebSockets is named in 5% of job postings at Hark, followed by Pulumi (4%), gRPC (4%), Ansys HFSS (2%).

WebSockets 4 5% required in 100% · 1 open now · since Mar 2026
Pulumi 3 4% required in 100% · 1 open now · since May 2026
gRPC 3 4% required in 100% · 1 open now · since Mar 2026
Ansys HFSS 2 2% required in 100% · 1 open now · since Mar 2026
HashiCorp Vault 2 2% required in 100% · 1 open now · since Jun 2026
Rest API 2 2% required in 100% · 1 open now · since Mar 2026
SolidWorks 2 2% required in 100% · 1 open now · since Jul 2026
Terraform 2 2% required in 100% · 1 open now · since Jun 2026
Show all (24)
WebRTC2
ANSYS1
Abaqus1
Cadence Sigrity1
CoAP1
DVC1
Git1
GraphQL1
Keysight ADS1
MQTT1
Model Context Protocol1
Nastran1
ONNX1
SLURM1
TensorRT1
llama.cpp1

What AI and ML technologies does Hark use?

LLM is named in 14% of job postings at Hark, followed by Core ML (1%).

LLM 12 14% required in 100% · 6 open now · since Mar 2026
Core ML 1 1% required in 100% · 1 open now · since Mar 2026

Which engineering practices does Hark ask for?

AI Agents is named in 99% of job postings at Hark, followed by Multimodal AI (98%), Synthetic Data (13%), Machine Learning (12%).

AI Agents 83 99% required in 100% · 52 open now · since Mar 2026
Multimodal AI 82 98% required in 100% · 50 open now · since Mar 2026
Synthetic Data 11 13% required in 100% · 5 open now · since Mar 2026
Machine Learning 10 12% required in 100% · 5 open now · since Mar 2026
Post-training 8 10% required in 100% · 4 open now · since Mar 2026
Wi-Fi 7 8% required in 100% · 4 open now · since Mar 2026
Fine-tuning 6 7% required in 100% · 2 open now · since Mar 2026
Knowledge Distillation 6 7% required in 100% · 1 open now · since Mar 2026
Show all (46)
Model Distillation6
Function Calling5
GRPO5
LLM Evaluation5
PPO5
RLHF5
Computer Use4
DPO4
Reinforcement Learning4
Reward Modeling4
Speech Recognition4
Tokenization4
CI/CD3
Mixture of Experts3
Quantization3
SFT3
Edge AI2
IAM2
Imitation Learning2
KV Cache2
RLAIF2
Reinforcement Learning2
Text-to-Speech2
Voice Agents2
Agentic Workflows1
Battery Management Systems1
Browser Agents1
CNN1
Clean Architecture1
Dependency Injection1
Design of Experiments1
ETL/ELT1

And 6 more, each named in fewer postings.

What does each Hark team work with?

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

AI/ML

29 postings
LLM8
Python7
PyTorch5
C++4
Megatron-LM3
Rust3

Hardware

15 postings
C++6
MATLAB4
Python4
RTOS3
Ansys HFSS2
Linux2

Security

3 postings
Datadog3
Wiz3
AWS2
Amazon EKS2
Cloudflare2
Figma2

See the open roles

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How much does Hark pay by technology?

Median stated pay of the postings that name each technology, against the median of all Hark postings with stated pay: $300k across 83 postings.

TechnologyPostings with payMedianvs company median
Python21$300k0%
C++17$300k0%
LLM12$400k+33%
Rust9$400k+33%
Linux6$300k0%
MATLAB6$300k0%
PyTorch5$450k+50%
Kubernetes5$400k+33%

How is the Hark 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
RayOct 2026
Mixture of ExpertsSep 2026
KV CacheSep 2026
SolidWorksJul 2026
LLM EvaluationJun 2026
TypeScriptJun 2026
Edge AIJun 2026
Rising
Python19% → 37%
Linux0% → 11%
C++13% → 23%
Post-training0% → 9%
Wi-Fi0% → 9%
Fine-tuning0% → 9%
Computer Use0% → 9%
Mixture of Experts0% → 9%
Not named for 6 months
WebSocketsMay 2026
gRPCMay 2026
Rest APIApr 2026
DeepSpeedMar 2026
Ansys HFSSMar 2026
Reinforcement LearningMar 2026

How modern is the Hark stack?

Modern AI adopter 73/100

Hark scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How common is the Hark stack in its industry?

Share of the 389 companies in the same industries, whose stack Alion knows, that use each technology.

Python72%
C++29%
LLM60%
Rust20%
Linux29%
MATLAB6%
Kubernetes50%
PyTorch38%
RTOS4%
TensorFlow22%

What sets Hark apart

RTOS4%
ONNX Runtime4%
Wiz2%

Questions about the Hark tech stack

What programming languages does Hark use?

The languages named in Hark job postings are Python (25%), C++ (20%), Rust (11%), MATLAB (7%), Go (4%), as a share of the 84 postings of the last 12 months.

Does Hark use PyTorch?

Yes. PyTorch is named in 5 of 84 job postings (6%) and required in 5 of them.

What cloud and platforms does Hark use?

The cloud and platforms named in Hark job postings are Linux (6), Kubernetes (5), RTOS (4) (postings in brackets).

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

AI/ML postings at Hark most often require LLM (8), Python (7), PyTorch (5), C++ (4), out of 29 postings in the last 12 months.

Is the Hark tech stack changing?

Yes. Ray, Mixture of Experts, KV Cache, SolidWorks first appeared in Hark job postings in the last six months.

How modern is the Hark tech stack?

Hark scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How does Alion know the Hark tech stack?

Alion reads every job posting Hark publishes and tags the technologies each one names. The figures on this page count the 84 postings of the last 12 months and were updated on Nov 11, 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, "Hark tech stack: 144 technologies from 84 job postings", as of Nov 11, 2026. https://alion.io/company/hark/technologies

Licence: CC BY-SA 4.0JSON