Fireworks AI tech stack

Fireworks AI builds mostly with Python, SQL, C++, TypeScript. Its stack also includes PyTorch, Azure, AWS, PyTorch C++. PyTorch is named in 84 of the 84 job postings Fireworks AI published in the last 12 months (100%). Counted by Alion from the job postings of Fireworks AI, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
143
Postings analysed
84
Open now
76
Modernity
82 /100
New in 6 months
8

What programming languages does Fireworks AI use?

Python is named in 31% of job postings at Fireworks AI, followed by SQL (14%), C++ (10%), TypeScript (8%).

Python 26 31% required in 96% · 22 open now · since May 2025
SQL 12 14% required in 75% · 10 open now · since Apr 2026
C++ 8 10% required in 100% · 6 open now · since Jun 2025
TypeScript 7 8% required in 100% · 6 open now · since Jun 2026
Go 6 7% required in 100% · 5 open now · since Nov 2025
JavaScript 5 6% required in 80% · 4 open now · since Apr 2026
Rust 4 5% required in 100% · 3 open now · since Jul 2026
Node JS 2 2% required in 100% · 1 open now · since Apr 2026
Show all (9)
C1

What frameworks and libraries does Fireworks AI use?

PyTorch is named in 100% of job postings at Fireworks AI, followed by PyTorch C++ (10%), SGLang (8%), TensorRT-LLM (6%).

PyTorch 84 100% required in 14% · 76 open now · since May 2025
PyTorch C++ 8 10% required in 50% · 6 open now · since Jun 2025
SGLang 7 8% required in 71% · 6 open now · since Nov 2025
TensorRT-LLM 5 6% optional · 5 open now · since Jun 2026
TensorFlow 3 4% required in 67% · 2 open now · since Jun 2025
TensorFlow C++ 3 4% required in 67% · 2 open now · since Jun 2025
LangChain 3 4% required in 33% · 2 open now · since Apr 2026
JAX 2 2% required in 100% · 1 open now · since Jul 2026
Show all (23)
NCCL2
React.js2
Ray2
CUDA2
LlamaIndex2
FSDP1
FastAI1
Flink1
MPI1
Next.js1
PoC Library1
OpenTelemetry1
ROCm1
Transformers1
Triton1

What databases does Fireworks AI use?

Google BigQuery is named in 2% of job postings at Fireworks AI, followed by BigQuery (1%), DynamoDB (1%), MySQL (1%).

Google BigQuery 2 2% required in 100% · since Apr 2026
BigQuery 1 1% required in 100% · since Sep 2026
DynamoDB 1 1% required in 100% · since Jun 2026
MySQL 1 1% required in 100% · since Jun 2026
PostgreSQL 1 1% required in 100% · since Jun 2026

What cloud and platforms does Fireworks AI use?

Azure is named in 23% of job postings at Fireworks AI, followed by AWS (23%), GCP (23%), Kubernetes (15%).

Azure 19 23% required in 89% · 16 open now · since Jun 2025
AWS 19 23% required in 84% · 16 open now · since Jun 2025
GCP 19 23% required in 79% · 16 open now · since Jun 2025
Kubernetes 13 15% required in 77% · 12 open now · since May 2025
vLLM 8 10% required in 63% · 7 open now · since Nov 2025
Amazon SageMaker 6 7% required in 33% · 6 open now · since Jun 2025
Vercel 5 6% required in 100% · 5 open now · since Apr 2026
AWS Bedrock 4 5% optional · 4 open now · since Jun 2026
Show all (40)
OpenAI3
CUDA Toolkit3
Azure AKS2
GitHub2
MLFlow2
Vertex AI2
Anthropic2
Grafana2
Looker2
Tableau2
Amazon EKS1
Apache Kafka1
Braze1
Crowdstrike1
Datadog1
FigJam1
Figma1
Framer1
GitHub Actions1
GitLab CI1
Google GKE1
Kubeflow1
Linux1
SIEM1
SentinelOne1
Spark1
Hugging Face1
PagerDuty1
Power BI1
Scale AI1
Splunk1
Sumo Logic1

What developer tools does Fireworks AI use?

Cursor is named in 6% of job postings at Fireworks AI, followed by TensorRT (6%), Docker (5%), Terraform (4%).

Cursor 5 6% required in 100% · 5 open now · since Apr 2026
TensorRT 5 6% optional · 5 open now · since Jun 2026
Docker 4 5% required in 100% · 3 open now · since Jun 2026
Terraform 3 4% required in 67% · 3 open now · since Jun 2025
Claude Code 2 2% required in 100% · 2 open now · since Jul 2026
GraphQL 2 2% required in 100% · 2 open now · since Jun 2026
Microsoft Excel 2 2% required in 100% · 2 open now · since Aug 2026
dbt 2 2% required in 100% · 1 open now · since Apr 2026
Show all (19)
gRPC2
Prometheus2
InfiniBand1
Jenkins1
Model Context Protocol1
OpenAI Codex1
OpenTofu1
Pulumi1
Rest API1
Harbor1
SLURM1

What AI and ML technologies does Fireworks AI use?

LLM is named in 21% of job postings at Fireworks AI, followed by LoRA (4%), PEFT (4%), ChatGPT (1%).

LLM 18 21% required in 56% · 17 open now · since May 2025
LoRA 3 4% required in 100% · 3 open now · since Jun 2026
PEFT 3 4% required in 33% · 3 open now · since Jun 2026
ChatGPT 1 1% required in 100% · 1 open now · since Jul 2026
DeepSeek 1 1% required in 100% · 1 open now · since Jul 2026
Llama 1 1% required in 100% · 1 open now · since Jul 2026
Mixtral 1 1% required in 100% · 1 open now · since Jul 2026
Mistral 1 1% optional · 1 open now · since Jul 2026

Which engineering practices does Fireworks AI ask for?

Multimodal AI is named in 100% of job postings at Fireworks AI, followed by Fine-tuning (25%), AI Agents (20%), Machine Learning (12%).

Multimodal AI 84 100% required in 10% · 76 open now · since May 2025
Fine-tuning 21 25% required in 95% · 20 open now · since May 2025
AI Agents 17 20% required in 71% · 16 open now · since Jun 2026
Machine Learning 10 12% required in 100% · 8 open now · since May 2025
SFT 10 12% required in 80% · 10 open now · since May 2025
Quantization 9 11% required in 100% · 8 open now · since May 2025
DPO 5 6% required in 100% · 5 open now · since Jun 2026
Post-training 5 6% required in 80% · 5 open now · since Oct 2025
Show all (39)
Tool Use5
Agentic Workflows4
A/B Testing3
CI/CD3
KV Cache3
RAG3
RLHF3
ISO 420012
Incident Management2
Platform Engineering2
SLI/SLO/SLA2
Self-Healing2
Function Calling2
Reinforcement Learning2
Edge AI1
Embeddings1
HPC1
Human-in-the-Loop1
IAM1
Knowledge Distillation1
LLM Evaluation1
LLM Guardrails1
Model Distillation1
Prompt Engineering1
Red Teaming1
Speculative Decoding1
Structured Outputs1
TCP/IP1
EU AI Act1
GitOps1
Reward Modeling1

What does each Fireworks AI team work with?

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

AI/ML

21 postings
Python18
AWS8
C++8
GCP8
Kubernetes8
PyTorch8

Sales

19 postings
Cursor4
Vercel4
Azure2

Product

6 postings
Python2
TypeScript2

Finance

6 postings
SQL3
Microsoft Excel2

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How much does Fireworks AI pay by technology?

Median stated pay of the postings that name each technology, against the median of all Fireworks AI postings with stated pay: $230k across 78 postings.

TechnologyPostings with payMedianvs company median
PyTorch78$230k0%
Python22$235k+2%
Azure18$230k0%
AWS18$220k−4%
GCP18$220k−4%
LLM17$240k+4%
Kubernetes12$235k+2%
SQL12$215k−7%
C++8$265k+15%
PyTorch C++8$265k+15%

How is the Fireworks AI 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
Microsoft ExcelAug 2026
Incident ManagementAug 2026
Self-HealingAug 2026
GrafanaAug 2026
PrometheusAug 2026
GitHubAug 2026
Claude CodeJul 2026
RAGJul 2026
Rising
Post-training0% → 6%
Rust0% → 6%
Agentic Workflows0% → 6%
C++6% → 11%
PyTorch C++6% → 11%
TensorFlow0% → 5%
TensorFlow C++0% → 5%
Terraform0% → 5%
Falling
LLM33% → 16%
LangChain17% → 0%
Amazon SageMaker17% → 3%
DPO17% → 3%
Tool Use17% → 3%
TensorRT17% → 3%
TensorRT-LLM17% → 3%
Fine-tuning33% → 21%

How modern is the Fireworks AI stack?

Cutting-edge AI adopter 82/100

Fireworks AI scores 82 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 Fireworks AI stack in its industry?

Share of the 410 companies in the same industries, whose stack Alion knows, that use each technology.

PyTorch34%
Python72%
AWS58%
Azure43%
GCP45%
LLM57%
Kubernetes52%
SQL44%
C++26%
PyTorch C++12%

What sets Fireworks AI apart

Amazon SageMaker3%

Fireworks AI products in its job postings

Postings at Fireworks AI name its own products. They describe what the company makes, so they are left out of the stack above.

Fireworks AI84

Questions about the Fireworks AI tech stack

What programming languages does Fireworks AI use?

The languages named in Fireworks AI job postings are Python (31%), SQL (14%), C++ (10%), TypeScript (8%), Go (7%), as a share of the 84 postings of the last 12 months.

Does Fireworks AI use PyTorch?

Yes. PyTorch is named in 84 of 84 job postings (100%) and required in 12 of them.

What cloud and platforms does Fireworks AI use?

The cloud and platforms named in Fireworks AI job postings are Azure (19), AWS (19), GCP (19) (postings in brackets).

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

AI/ML postings at Fireworks AI most often require Python (18), AWS (8), C++ (8), GCP (8), out of 21 postings in the last 12 months.

Is the Fireworks AI tech stack changing?

Yes. Microsoft Excel, Incident Management, Self-Healing, Grafana first appeared in Fireworks AI job postings in the last six months.

How modern is the Fireworks AI tech stack?

Fireworks AI scores 82 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 Fireworks AI tech stack?

Alion reads every job posting Fireworks AI 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 Sep 27, 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, "Fireworks AI tech stack: 143 technologies from 84 job postings", as of Sep 27, 2026. https://alion.io/company/fireworks/technologies

Licence: CC BY-SA 4.0JSON