SystImmune tech stack

SystImmune builds mostly with Python, SQL, SAS. Its stack also includes GCP, E2B. GCP is named in 6 of the 27 job postings SystImmune published in the last 12 months (22%). Counted by Alion from the job postings of SystImmune, updated Oct 23, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 23, 2026
Technologies in use
36
Postings analysed
27
Open now
26
Modernity
60 /100

What programming languages does SystImmune use?

Python is named in 7% of job postings at SystImmune, followed by SQL (7%), SAS (4%).

Python 2 7% required in 100% · 1 open now · since Oct 2026
SQL 2 7% required in 50% · 2 open now · since Oct 2026
SAS 1 4% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does SystImmune use?

GCP is named in 22% of job postings at SystImmune, followed by E2B (4%), Windows (4%).

GCP 6 22% required in 100% · 6 open now · since Oct 2026
E2B 1 4% required in 100% · 1 open now · since Oct 2026
Windows 1 4% required in 100% · 1 open now · since Oct 2026

What developer tools does SystImmune use?

LIMS is named in 22% of job postings at SystImmune, followed by FlowJo (7%), GraphPad Prism (7%), Medidata Rave (4%).

LIMS 6 22% required in 100% · 6 open now · since Oct 2026
FlowJo 2 7% required in 50% · 2 open now · since Oct 2026
GraphPad Prism 2 7% required in 50% · 2 open now · since Oct 2026
Medidata Rave 1 4% required in 100% · 1 open now · since Oct 2026
Microsoft Excel 1 4% required in 100% · 1 open now · since Oct 2026
Veeva 1 4% required in 100% · 1 open now · since Oct 2026
Benchling 1 4% optional · 1 open now · since Oct 2026

Which engineering practices does SystImmune ask for?

Cell Culture is named in 30% of job postings at SystImmune, followed by Flow Cytometry (26%), Antibody Engineering (22%), Good Clinical Practice (19%).

Cell Culture 8 30% required in 100% · 8 open now · since Oct 2026
Flow Cytometry 7 26% required in 100% · 7 open now · since Oct 2026
Antibody Engineering 6 22% required in 100% · 6 open now · since Oct 2026
Good Clinical Practice 5 19% required in 100% · 5 open now · since Oct 2026
ELISA 4 15% required in 100% · 4 open now · since Oct 2026
Next-Generation Sequencing 4 15% required in 100% · 4 open now · since Oct 2026
PCR 4 15% required in 75% · 4 open now · since Oct 2026
AI Agents 3 11% required in 100% · 3 open now · since Oct 2026
Show all (23)
Chromatography3
CAPA2
Design Controls2
HPLC2
Immunohistochemistry2
Bioreactors1
CDISC1
CRISPR1
DHCP1
DNS1
GLP1
GMP1
ISO 134851
IVDR1
Machine Learning1

What does each SystImmune team work with?

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

Science & Research

18 postings
GCP4
LIMS3
Python2

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How modern is the SystImmune stack?

Modern 60/100

SystImmune scores 60 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How common is the SystImmune stack in its industry?

Share of the 119 companies in the same industries, whose stack Alion knows, that use each technology.

GCP75%
Python47%
SQL32%
E2B3%
SAS28%
Windows28%

Questions about the SystImmune tech stack

What programming languages does SystImmune use?

The languages named in SystImmune job postings are Python (7%), SQL (7%), SAS (4%), as a share of the 27 postings of the last 12 months.

Does SystImmune use GCP?

Yes. GCP is named in 6 of 27 job postings (22%) and required in 6 of them.

What cloud and platforms does SystImmune use?

The cloud and platforms named in SystImmune job postings are GCP (6), E2B (1), Windows (1) (postings in brackets).

What skills do you need for a Science & Research job at SystImmune?

Science & Research postings at SystImmune most often require GCP (4), LIMS (3), Python (2), out of 18 postings in the last 12 months.

Is the SystImmune tech stack changing?

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

How modern is the SystImmune tech stack?

SystImmune scores 60 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How does Alion know the SystImmune tech stack?

Alion reads every job posting SystImmune publishes and tags the technologies each one names. The figures on this page count the 27 postings of the last 12 months and were updated on Oct 23, 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, "SystImmune tech stack: 36 technologies from 27 job postings", as of Oct 23, 2026. https://alion.io/company/systimmune/technologies

Licence: CC BY-SA 4.0JSON