Fireworks AI
MLOps · LLM & Generative AI

Fireworks AI tech stack

Fireworks AI builds mostly with Python, SQL, C++, TypeScript. Its stack also includes PyTorch, GCP, AWS, SGLang. PyTorch is named in 124 of the 124 job postings Fireworks AI published in the last 12 months (100%). Counted by Alion from the job postings of Fireworks AI, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
160
Postings analysed
124
Open now
81
Modernity
81 /100
New in 6 months
8

What programming languages does Fireworks AI use?

Python is named in 25% of job postings at Fireworks AI, followed by SQL (16%), C++ (8%), TypeScript (6%).

Python 31 25% required in 87% · 23 open now · since May 2025
SQL 20 16% required in 80% · 11 open now · since Apr 2026
C++ 10 8% required in 90% · 7 open now · since Jun 2025
TypeScript 8 6% required in 100% · 6 open now · since Jun 2026
Go 8 6% required in 88% · 7 open now · since Nov 2025
Rust 6 5% required in 83% · 5 open now · since Jul 2026
JavaScript 5 4% required in 80% · 3 open now · since Apr 2026
Node JS 2 2% required in 100% · 1 open now · since Apr 2026
Show all (12)
Bash2
PowerShell2
C1
Java1

What frameworks and libraries does Fireworks AI use?

PyTorch is named in 100% of job postings at Fireworks AI, followed by SGLang (6%), TensorRT-LLM (5%), NCCL (2%).

PyTorch 124 100% required in 9% · 81 open now · since May 2025
SGLang 7 6% required in 86% · 6 open now · since Nov 2025
TensorRT-LLM 6 5% required in 17% · 6 open now · since Jun 2026
NCCL 3 2% required in 67% · 2 open now · since Jul 2026
TensorFlow 3 2% required in 67% · 1 open now · since Jun 2025
TensorFlow C++ 3 2% required in 67% · 1 open now · since Jun 2025
CUDA 3 2% required in 33% · 2 open now · since May 2025
LangChain 3 2% required in 33% · 2 open now · since Apr 2026
Show all (21)
FastAI2
JAX2
React.js2
Ray2
LlamaIndex2
FSDP1
Flink1
MPI1
Next.js1
OpenTelemetry1
ROCm1
Transformers1
Triton1

What databases does Fireworks AI use?

Google BigQuery is named in 4% of job postings at Fireworks AI, followed by DynamoDB (1%), MySQL (1%), PostgreSQL (1%).

Google BigQuery 5 4% required in 100% · 2 open now · since Apr 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
FoundationDB 1 1% optional · 1 open now · since Oct 2026
Redis 1 1% optional · 1 open now · since Oct 2026
RocksDB 1 1% optional · 1 open now · since Oct 2026

What cloud and platforms does Fireworks AI use?

GCP is named in 20% of job postings at Fireworks AI, followed by AWS (19%), Azure (19%), Kubernetes (12%).

GCP 25 20% required in 80% · 18 open now · since Jun 2025
AWS 24 19% required in 83% · 17 open now · since Jun 2025
Azure 23 19% required in 87% · 16 open now · since Jun 2025
Kubernetes 15 12% required in 73% · 13 open now · since May 2025
vLLM 8 6% required in 75% · 7 open now · since Nov 2025
Vercel 6 5% required in 100% · 5 open now · since Apr 2026
Linux 5 4% required in 40% · 5 open now · since Jan 2026
Amazon SageMaker 5 4% required in 20% · 5 open now · since Jun 2025
Show all (47)
AWS Bedrock4
SentinelOne3
OpenAI3
Power BI3
Active Directory2
Azure AKS2
GitHub2
GitHub Actions2
Microsoft Entra ID2
Okta2
Windows2
Zscaler2
Anthropic2
Grafana2
Looker2
Tableau2
VMWare2
Windows Server2
Amazon EKS1
Apache Kafka1
Braze1
Crowdstrike1
Datadog1
FigJam1
Figma1
Framer1
GitLab CI1
Google GKE1
Istio1
Kubeflow1
MLFlow1
SIEM1

And 7 more, each named in fewer postings.

What developer tools does Fireworks AI use?

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

Cursor 6 5% required in 100% · 5 open now · since Apr 2026
Terraform 6 5% required in 50% · 5 open now · since Jun 2025
TensorRT 6 5% optional · 6 open now · since Jun 2026
Docker 5 4% required in 100% · 4 open now · since Jan 2026
Microsoft Excel 4 3% required in 75% · 3 open now · since Aug 2026
dbt 4 3% required in 75% · 3 open now · since Apr 2026
Claude Code 2 2% required in 100% · 1 open now · since Jul 2026
GraphQL 2 2% required in 100% · 1 open now · since Jun 2026
Show all (23)
Great Expectations2
Rest API2
gRPC2
InfiniBand2
Prometheus2
Pulumi2
Hyper-V2
SLURM2
CircleCI1
Envoy1
Jenkins1
Model Context Protocol1
OpenAI Codex1
OpenTofu1
MinIO1

What AI and ML technologies does Fireworks AI use?

LLM is named in 20% of job postings at Fireworks AI, followed by LoRA (2%), PEFT (2%), ChatGPT (1%).

LLM 25 20% required in 52% · 20 open now · since May 2025
LoRA 3 2% required in 100% · 2 open now · since Jun 2026
PEFT 3 2% required in 33% · 2 open now · since Jun 2026
ChatGPT 1 1% required in 100% · 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 (21%), AI Agents (21%), SFT (8%).

Multimodal AI 124 100% required in 6% · 81 open now · since May 2025
Fine-tuning 26 21% required in 96% · 21 open now · since May 2025
AI Agents 26 21% required in 77% · 17 open now · since Jun 2026
SFT 10 8% required in 80% · 9 open now · since May 2025
Machine Learning 9 7% required in 100% · 6 open now · since May 2025
Quantization 9 7% required in 100% · 8 open now · since May 2025
DPO 6 5% required in 100% · 6 open now · since Jun 2026
Agentic Workflows 6 5% required in 67% · 3 open now · since Jul 2026
Show all (42)
A/B Testing4
ISO 420014
Post-training4
CI/CD3
IAM3
KV Cache3
EU AI Act3
RAG3
RLHF3
Incident Management2
Platform Engineering2
Self-Healing2
Function Calling2
Reinforcement Learning2
Anomaly Detection1
ETL/ELT1
Embeddings1
HPC1
Human-in-the-Loop1
Knowledge Distillation1
LLM Evaluation1
Model Distillation1
Prompt Engineering1
Red Teaming1
SLI/SLO/SLA1
Service Mesh1
Speculative Decoding1
Structured Outputs1
TCP/IP1
Tokenization1
GitOps1
Reward Modeling1

And 2 more, each named in fewer postings.

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.

Sales

29 postings
Cursor5
Vercel5
SQL4
Azure2

AI/ML

26 postings
Python22
GCP11
AWS10
C++9
Kubernetes9
Azure8

Finance

11 postings
Microsoft Excel3
SQL3
LLM2

See the open roles

How does your stack fit Fireworks AI?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

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: $240k across 116 postings.

TechnologyPostings with payMedianvs company median
PyTorch116$240k0%
Python26$230k−4%
GCP24$220k−8%
LLM23$240k0%
AWS23$220k−8%
Azure22$220k−8%
SQL20$223k−7%
Kubernetes14$225k−6%
C++10$235k−2%
TypeScript8$225k−6%

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
Active DirectoryOct 2026
Microsoft Entra IDOct 2026
OktaOct 2026
WindowsOct 2026
ZscalerOct 2026
BashOct 2026
Hyper-VOct 2026
PowerShellOct 2026
Rising
SQL10% → 19%
Google BigQuery0% → 5%
Linux0% → 5%
Microsoft Excel0% → 5%
dbt0% → 4%
SentinelOne0% → 4%
EU AI Act0% → 4%
Power BI0% → 4%
Falling
Azure33% → 10%
AWS33% → 11%
GCP33% → 13%
Fine-tuning30% → 14%
Quantization18% → 3%
SFT18% → 4%
SGLang15% → 1%
Python33% → 20%

How modern is the Fireworks AI stack?

Cutting-edge AI adopter 81/100

Fireworks AI scores 81 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 488 companies in the same industries, whose stack Alion knows, that use each technology.

PyTorch39%
Python76%
GCP44%
LLM59%
AWS55%
Azure43%
SQL45%
Kubernetes58%
C++34%
Go35%

What sets Fireworks AI apart

SentinelOne1%

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 AI124

Questions about the Fireworks AI tech stack

What programming languages does Fireworks AI use?

The languages named in Fireworks AI job postings are Python (25%), SQL (16%), C++ (8%), TypeScript (6%), Go (6%), as a share of the 124 postings of the last 12 months.

Does Fireworks AI use PyTorch?

Yes. PyTorch is named in 124 of 124 job postings (100%) and required in 11 of them.

What cloud and platforms does Fireworks AI use?

The cloud and platforms named in Fireworks AI job postings are GCP (25), AWS (24), Azure (23) (postings in brackets).

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

Sales postings at Fireworks AI most often require Cursor (5), Vercel (5), SQL (4), Azure (2), out of 29 postings in the last 12 months.

Is the Fireworks AI tech stack changing?

Yes. Active Directory, Microsoft Entra ID, Okta, Windows first appeared in Fireworks AI job postings in the last six months.

How modern is the Fireworks AI tech stack?

Fireworks AI scores 81 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 124 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, "Fireworks AI tech stack: 160 technologies from 124 job postings", as of Nov 11, 2026. https://alion.io/company/fireworks/technologies

Licence: CC BY-SA 4.0JSON