SPAR Solutions tech stack

SPAR Solutions builds mostly with Python, Apex, JavaScript. Its stack also includes Anthropic, OpenAI, AutoGen, CrewAI. Python is named in 3 of the 5 job postings SPAR Solutions published in the last 12 months (60%). Counted by Alion from the job postings of SPAR Solutions, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
45
Postings analysed
5
Open now
5
Modernity
87 /100

What programming languages does SPAR Solutions use?

Python is named in 60% of job postings at SPAR Solutions, followed by Apex (20%), JavaScript (20%).

Python 3 60% required in 100% · 3 open now · since Jul 2026
Apex 1 20% required in 100% · 1 open now · since Sep 2026
JavaScript 1 20% required in 100% · 1 open now · since Sep 2026

What frameworks and libraries does SPAR Solutions use?

AutoGen is named in 60% of job postings at SPAR Solutions, followed by CrewAI (60%), LangChain (60%), LangGraph (60%).

AutoGen 3 60% required in 100% · 3 open now · since Jul 2026
CrewAI 3 60% required in 100% · 3 open now · since Jul 2026
LangChain 3 60% required in 100% · 3 open now · since Jul 2026
LangGraph 3 60% required in 100% · 3 open now · since Jul 2026
Matplotlib 3 60% required in 100% · 3 open now · since Jul 2026
NumPy 3 60% required in 100% · 3 open now · since Jul 2026
Plotly 3 60% required in 100% · 3 open now · since Jul 2026
Seaborn 3 60% required in 100% · 3 open now · since Jul 2026
Show all (10)
Transformers2
Visualforce1

What databases does SPAR Solutions use?

Pinecone is named in 20% of job postings at SPAR Solutions, followed by Qdrant (20%), Weaviate (20%).

Pinecone 1 20% optional · 1 open now · since Sep 2026
Qdrant 1 20% optional · 1 open now · since Sep 2026
Weaviate 1 20% optional · 1 open now · since Sep 2026

What cloud and platforms does SPAR Solutions use?

Anthropic is named in 60% of job postings at SPAR Solutions, followed by OpenAI (60%), AWS (20%), Agentforce (20%).

Anthropic 3 60% required in 100% · 3 open now · since Jul 2026
OpenAI 3 60% required in 100% · 3 open now · since Jul 2026
AWS 1 20% required in 100% · 1 open now · since Sep 2026
Agentforce 1 20% required in 100% · 1 open now · since Sep 2026
Azure 1 20% required in 100% · 1 open now · since Sep 2026
GCP 1 20% required in 100% · 1 open now · since Sep 2026
Windows 1 20% optional · 1 open now · since Sep 2026

What developer tools does SPAR Solutions use?

Claude Code is named in 60% of job postings at SPAR Solutions, followed by Copilot (60%), Model Context Protocol (60%), OpenAI Codex (60%).

Claude Code 3 60% required in 100% · 3 open now · since Jul 2026
Copilot 3 60% required in 100% · 3 open now · since Jul 2026
Model Context Protocol 3 60% required in 100% · 3 open now · since Jul 2026
OpenAI Codex 3 60% required in 100% · 3 open now · since Jul 2026
Git 1 20% required in 100% · 1 open now · since Sep 2026

What AI and ML technologies does SPAR Solutions use?

Claude is named in 60% of job postings at SPAR Solutions, followed by Gemini (60%), LLM (60%).

Claude 3 60% required in 100% · 3 open now · since Jul 2026
Gemini 3 60% required in 100% · 3 open now · since Jul 2026
LLM 3 60% required in 100% · 3 open now · since Jul 2026

Which engineering practices does SPAR Solutions ask for?

AI Agents is named in 60% of job postings at SPAR Solutions, followed by Agentic Workflows (60%), Fine-tuning (60%), Function Calling (60%).

AI Agents 3 60% required in 100% · 3 open now · since Jul 2026
Agentic Workflows 3 60% required in 100% · 3 open now · since Jul 2026
Fine-tuning 3 60% required in 100% · 3 open now · since Jul 2026
Function Calling 3 60% required in 100% · 3 open now · since Jul 2026
Prompt Engineering 3 60% required in 100% · 3 open now · since Jul 2026
RAG 3 60% required in 100% · 3 open now · since Jul 2026
Structured Outputs 3 60% required in 100% · 3 open now · since Jul 2026
Tool Use 3 60% required in 100% · 3 open now · since Jul 2026
Show all (14)
Tokenization3
Knowledge Graph2
Multi-Agent Systems2
Multimodal AI2
Embeddings1
NLP1

What does each SPAR Solutions team work with?

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

AI/ML

3 postings
Anthropic3
AutoGen3
Claude3
Claude Code3
Copilot3
CrewAI3

See the open roles

How does your stack fit SPAR Solutions?

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

How modern is the SPAR Solutions stack?

Cutting-edge AI adopter 87/100

SPAR Solutions scores 87 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: 3; legacy ones: 0.

How common is the SPAR Solutions stack in its industry?

Share of the 3,892 companies in the same industries, whose stack Alion knows, that use each technology.

Anthropic8%
AutoGen3%
Claude21%
CrewAI4%
Gemini6%
LLM30%
LangChain13%
LangGraph8%
Matplotlib1%
NumPy5%

What sets SPAR Solutions apart

AutoGen3%
CrewAI4%
Matplotlib1%
Plotly1%
Seaborn0%

Questions about the SPAR Solutions tech stack

What programming languages does SPAR Solutions use?

The languages named in SPAR Solutions job postings are Python (60%), Apex (20%), JavaScript (20%), as a share of the 5 postings of the last 12 months.

Does SPAR Solutions use AutoGen?

Yes. AutoGen is named in 3 of 5 job postings (60%) and required in 3 of them.

What cloud and platforms does SPAR Solutions use?

The cloud and platforms named in SPAR Solutions job postings are Anthropic (3), OpenAI (3), AWS (1) (postings in brackets).

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

AI/ML postings at SPAR Solutions most often require Anthropic (3), AutoGen (3), Claude (3), Claude Code (3), out of 3 postings in the last 12 months.

Is the SPAR Solutions tech stack changing?

No new technology has appeared in SPAR Solutions job postings in the last six months.

How modern is the SPAR Solutions tech stack?

SPAR Solutions scores 87 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: 3; legacy ones: 0.

How does Alion know the SPAR Solutions tech stack?

Alion reads every job posting SPAR Solutions publishes and tags the technologies each one names. The figures on this page count the 5 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, "SPAR Solutions tech stack: 45 technologies from 5 job postings", as of Sep 26, 2026. https://alion.io/company/spar-solutions/technologies

Licence: CC BY-SA 4.0JSON