Parspec
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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 15 job postings Parspec published in the last 12 months (47%). Counted by Alion from the job postings of Parspec, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
109
Postings analysed
15
Open now
4
Modernity
83 /100
New in 6 months
1

What programming languages does Parspec use?

Python is named in 47% of job postings at Parspec, followed by SQL (33%), JavaScript (7%), TypeScript (7%).

Python 7 47% required in 100% · 1 open now · since Oct 2025
SQL 5 33% required in 100% · 1 open now · since Jul 2026
JavaScript 1 7% required in 100% · since Jul 2026
TypeScript 1 7% required in 100% · since Jul 2026

What frameworks and libraries does Parspec use?

NumPy is named in 20% of job postings at Parspec, followed by TensorFlow (20%), Django (13%), FastAPI (13%).

NumPy 3 20% required in 100% · 1 open now · since Oct 2025
TensorFlow 3 20% required in 100% · 1 open now · since Oct 2025
Django 2 13% required in 100% · 1 open now · since Oct 2025
FastAPI 2 13% required in 100% · since Mar 2026
LiteLLM 2 13% required in 100% · since Mar 2026
Matplotlib 2 13% required in 100% · 1 open now · since Oct 2025
OpenTelemetry 2 13% required in 100% · since Mar 2026
PyTorch 2 13% required in 100% · since Feb 2026
Show all (27)
SGLang2
SciPy2
Scikit-learn2
TensorRT-LLM2
Triton2
CrewAI2
LangChain2
LangGraph2
Angular1
Asyncio1
CUDA1
Flask1
NCCL1
NLTK1
React.js1
SQLAlchemy1
pgvector1
spaCy1
AutoGen1

What databases does Parspec use?

PostgreSQL is named in 13% of job postings at Parspec, followed by Pinecone (13%), MySQL (7%), Qdrant (7%).

PostgreSQL 2 13% required in 100% · since Mar 2026
Pinecone 2 13% required in 50% · since Feb 2026
MySQL 1 7% required in 100% · since Jul 2026
Qdrant 1 7% required in 100% · since Mar 2026
Redis 1 7% required in 100% · since Jul 2026
Weaviate 1 7% required in 100% · since Mar 2026
Milvus 1 7% optional · since Feb 2026

What cloud and platforms does Parspec use?

AWS is named in 27% of job postings at Parspec, followed by Kubernetes (27%), AWS Bedrock (20%), Amazon SageMaker (20%).

AWS 4 27% required in 100% · 1 open now · since Oct 2025
Kubernetes 4 27% required in 100% · 1 open now · since Oct 2025
AWS Bedrock 3 20% required in 100% · 1 open now · since Oct 2025
Amazon SageMaker 3 20% required in 100% · 1 open now · since Oct 2025
Amazon EC2 2 13% required in 100% · since Mar 2026
Amazon EKS 2 13% required in 100% · since Mar 2026
Azure 2 13% required in 100% · 1 open now · since Oct 2025
GCP 2 13% required in 100% · 1 open now · since Oct 2025
Show all (25)
Grafana2
Hugging Face2
Kubeflow2
Langfuse2
MLFlow2
TGI2
vLLM2
API Gateway1
AWS Lambda1
AWS Step Functions1
Amazon ECS1
Amazon EventBridge1
Amazon S31
Apache Kafka1
Figma1
GitHub1
GitHub Actions1

What developer tools does Parspec use?

Docker is named in 13% of job postings at Parspec, followed by Karpenter (13%), NVLink (13%), OpenRouter (13%).

Docker 2 13% required in 100% · since Mar 2026
Karpenter 2 13% required in 100% · since Mar 2026
NVLink 2 13% required in 100% · since Mar 2026
OpenRouter 2 13% required in 100% · 1 open now · since Oct 2025
Portkey 2 13% required in 100% · since Mar 2026
Prometheus 2 13% required in 100% · since Mar 2026
TensorRT 2 13% required in 50% · since Mar 2026
AWS Trainium 1 7% required in 100% · since Mar 2026
Show all (14)
ArgoCD1
CloudFormation1
Git1
Rest API1
Terraform1
Triton Inference Server1

What AI and ML technologies does Parspec use?

LLM is named in 33% of job postings at Parspec, followed by LoRA (20%), PEFT (20%), AWQ (13%).

LLM 5 33% required in 100% · since Oct 2025
LoRA 3 20% required in 100% · 1 open now · since Mar 2026
PEFT 3 20% required in 33% · 1 open now · since Mar 2026
AWQ 2 13% required in 100% · since Mar 2026
BERT 2 13% required in 100% · 1 open now · since Oct 2025
GPTQ 2 13% required in 100% · since Mar 2026
Claude 1 7% required in 100% · since Mar 2026
QLoRA 1 7% required in 100% · 1 open now · since Nov 2026

Which engineering practices does Parspec ask for?

Fine-tuning is named in 33% of job postings at Parspec, followed by CI/CD (27%), Embeddings (27%), Machine Learning (27%).

Fine-tuning 5 33% required in 100% · 1 open now · since Oct 2025
CI/CD 4 27% required in 100% · 1 open now · since Oct 2025
Embeddings 4 27% required in 100% · 1 open now · since Mar 2026
Machine Learning 4 27% required in 100% · 2 open now · since Oct 2025
NLP 4 27% required in 100% · since Feb 2026
RAG 4 27% required in 100% · 2 open now · since Oct 2025
Computer Vision 3 20% required in 100% · 1 open now · since Oct 2025
AI Agents 3 20% required in 33% · 1 open now · since Feb 2026
Show all (24)
AIOps2
Hallucination2
IAM2
KV Cache2
LLM Guardrails2
Prompt Engineering2
Quantization2
Agentic Workflows2
Hybrid Search1
LLMOps1
OCR1
Platform Engineering1
Recommender Systems1
Speculative Decoding1
Master Data Management1
Multimodal AI1

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

8 postings
Python6
LLM4
AWS3
AWS Bedrock3
Amazon SageMaker3
Kubernetes3

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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
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: 8; legacy ones: 0.

How common is the Parspec stack in its industry?

Share of the 3,392 companies in the same industries, whose stack Alion knows, that use each technology.

Python16%
LLM7%
SQL15%
AWS10%
Kubernetes5%
AWS Bedrock1%
Amazon SageMaker1%
LoRA1%
NumPy1%
PEFT1%

What sets Parspec apart

AWS Bedrock1%
Amazon SageMaker1%
LoRA1%
NumPy1%
PEFT1%
TensorFlow2%

Questions about the Parspec tech stack

What programming languages does Parspec use?

The languages named in Parspec job postings are Python (47%), SQL (33%), JavaScript (7%), TypeScript (7%), as a share of the 15 postings of the last 12 months.

Does Parspec use NumPy?

Yes. NumPy is named in 3 of 15 job postings (20%) and required in 3 of them.

What cloud and platforms does Parspec use?

The cloud and platforms named in Parspec job postings are AWS (4), Kubernetes (4), AWS Bedrock (3) (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 (4), AWS (3), AWS Bedrock (3), out of 8 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: 8; 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 15 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, "Parspec tech stack: 109 technologies from 15 job postings", as of Nov 11, 2026. https://alion.io/company/parspec/technologies

Licence: CC BY-SA 4.0JSON