Parspec tech stack

Parspec builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes AWS, Kubernetes, NumPy, TensorFlow. Python is named in 7 of the 13 job postings Parspec published in the last 12 months (54%). Counted by Alion from the job postings of Parspec, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
111
Postings analysed
13
Open now
5
Modernity
83 /100
New in 6 months
1

What programming languages does Parspec use?

Python is named in 54% of job postings at Parspec, followed by SQL (38%), JavaScript (8%), TypeScript (8%).

Python 7 54% required in 100% · since Oct 2025
SQL 5 38% required in 100% · 4 open now · since Jul 2026
JavaScript 1 8% required in 100% · since Jul 2026
TypeScript 1 8% required in 100% · since Jul 2026

What frameworks and libraries does Parspec use?

NumPy is named in 23% of job postings at Parspec, followed by TensorFlow (23%), FastAPI (15%), Matplotlib (15%).

NumPy 3 23% required in 100% · since Oct 2025
TensorFlow 3 23% required in 100% · since Oct 2025
FastAPI 2 15% required in 100% · since Mar 2026
Matplotlib 2 15% required in 100% · since Oct 2025
PyTorch 2 15% required in 100% · since Feb 2026
SciPy 2 15% required in 100% · since Oct 2025
Scikit-learn 2 15% required in 100% · since Feb 2026
Django 2 15% required in 50% · since Oct 2025
Show all (28)
Angular1
Asyncio1
CUDA1
Flask1
LangChain1
LiteLLM1
NCCL1
NLTK1
OpenTelemetry1
Ray1
React.js1
SGLang1
SQLAlchemy1
TensorRT-LLM1
Triton1
pgvector1
spaCy1
AutoGen1
CrewAI1
LangGraph1

What databases does Parspec use?

PostgreSQL is named in 15% of job postings at Parspec, followed by Pinecone (15%), MySQL (8%), Qdrant (8%).

PostgreSQL 2 15% required in 100% · since Mar 2026
Pinecone 2 15% required in 50% · since Feb 2026
MySQL 1 8% required in 100% · since Jul 2026
Qdrant 1 8% required in 100% · since Mar 2026
Redis 1 8% required in 100% · since Jul 2026
Weaviate 1 8% required in 100% · since Mar 2026
Milvus 1 8% optional · since Feb 2026

What cloud and platforms does Parspec use?

AWS is named in 23% of job postings at Parspec, followed by Kubernetes (23%), Hugging Face (15%), AWS Bedrock (15%).

AWS 3 23% required in 67% · since Oct 2025
Kubernetes 3 23% required in 67% · since Oct 2025
Hugging Face 2 15% required in 100% · since Oct 2025
AWS Bedrock 2 15% required in 50% · since Oct 2025
Amazon SageMaker 2 15% required in 50% · since Oct 2025
Azure 2 15% required in 50% · since Oct 2025
GCP 2 15% required in 50% · since Oct 2025
API Gateway 1 8% required in 100% · since Mar 2026
Show all (26)
AWS Lambda1
AWS Step Functions1
Amazon EC21
Amazon EKS1
Amazon EventBridge1
Amazon S31
Apache Kafka1
CUDA Toolkit1
Figma1
GitHub1
GitHub Actions1
Grafana1
Kubeflow1
Langfuse1
MLFlow1
TGI1
vLLM1
Amazon ECS1

What developer tools does Parspec use?

Docker is named in 15% of job postings at Parspec, followed by OpenRouter (15%), AWS Trainium (8%), ArgoCD (8%).

Docker 2 15% required in 100% · since Mar 2026
OpenRouter 2 15% required in 100% · since Oct 2025
AWS Trainium 1 8% required in 100% · since Mar 2026
ArgoCD 1 8% required in 100% · since Mar 2026
CloudFormation 1 8% required in 100% · since Mar 2026
Git 1 8% required in 100% · since Jul 2026
Karpenter 1 8% required in 100% · since Mar 2026
NVLink 1 8% required in 100% · since Mar 2026
Show all (14)
Portkey1
Prometheus1
Rest API1
TensorRT1
Terraform1
Triton Inference Server1

What AI and ML technologies does Parspec use?

LLM is named in 31% of job postings at Parspec, followed by BERT (15%), AWQ (8%), Claude (8%).

LLM 4 31% required in 100% · since Oct 2025
BERT 2 15% required in 100% · since Oct 2025
AWQ 1 8% required in 100% · since Mar 2026
Claude 1 8% required in 100% · since Mar 2026
GPTQ 1 8% required in 100% · since Mar 2026
LoRA 1 8% required in 100% · since Mar 2026
PEFT 1 8% required in 100% · since Mar 2026

Which engineering practices does Parspec ask for?

Fine-tuning is named in 38% of job postings at Parspec, followed by NLP (31%), CI/CD (31%), AI Agents (31%).

Fine-tuning 5 38% required in 100% · since Oct 2025
NLP 4 31% required in 100% · since Feb 2026
CI/CD 4 31% required in 75% · since Oct 2025
AI Agents 4 31% required in 50% · since Oct 2025
Computer Vision 3 23% required in 100% · since Oct 2025
Machine Learning 3 23% required in 100% · since Oct 2025
RAG 3 23% required in 100% · since Oct 2025
Edge AI 2 15% required in 100% · since Oct 2025
Show all (25)
Embeddings2
Prompt Engineering2
Agentic Workflows2
AIOps1
Hallucination1
Hybrid Search1
IAM1
KV Cache1
LLM Guardrails1
LLMOps1
Platform Engineering1
Quantization1
Recommender Systems1
Speculative Decoding1
Master Data Management1
Multimodal AI1
OCR1

What does each Parspec team work with?

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

AI/ML

6 postings
Python6
LLM3
NumPy3
TensorFlow3
BERT2
Hugging Face2

How does your stack fit Parspec?

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How is the Parspec 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
SQLJul 2026
Not named for 6 months
Agentic WorkflowsMar 2026
PyTorchMar 2026
AWS BedrockMar 2026
Amazon SageMakerMar 2026
PineconeMar 2026

How modern is the Parspec stack?

Cutting-edge AI adopter 83/100

Parspec scores 83 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: 7; legacy ones: 0.

How common is the Parspec stack in its industry?

Share of the 492 companies in the same industries, whose stack Alion knows, that use each technology.

Python37%
SQL27%
LLM22%
AWS26%
Kubernetes18%
NumPy2%
TensorFlow5%
AWS Bedrock2%
Amazon SageMaker2%
Azure18%

What sets Parspec apart

NumPy2%

Questions about the Parspec tech stack

What programming languages does Parspec use?

The languages named in Parspec job postings are Python (54%), SQL (38%), JavaScript (8%), TypeScript (8%), as a share of the 13 postings of the last 12 months.

Does Parspec use NumPy?

Yes. NumPy is named in 3 of 13 job postings (23%) and required in 3 of them.

What cloud and platforms does Parspec use?

The cloud and platforms named in Parspec job postings are AWS (3), Kubernetes (3), Hugging Face (2) (postings in brackets).

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

AI/ML postings at Parspec most often require Python (6), LLM (3), NumPy (3), TensorFlow (3), out of 6 postings in the last 12 months.

Is the Parspec tech stack changing?

Yes. SQL first appeared in Parspec job postings in the last six months.

How modern is the Parspec tech stack?

Parspec scores 83 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: 7; legacy ones: 0.

How does Alion know the Parspec tech stack?

Alion reads every job posting Parspec publishes and tags the technologies each one names. The figures on this page count the 13 postings of the last 12 months and were updated on Sep 26, 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, "Parspec tech stack: 111 technologies from 13 job postings", as of Sep 26, 2026. https://alion.io/company/parspec/technologies

Licence: CC BY-SA 4.0JSON