LIC tech stack

LIC builds mostly with Python, Bash. Its stack also includes AWS, NumPy, Pandas, Azure. Python is named in 3 of the 7 job postings LIC published in the last 12 months (43%). Counted by Alion from the job postings of LIC, updated Oct 8, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 8, 2026
Technologies in use
15
Postings analysed
7
Modernity
69 /100

What programming languages does LIC use?

Python is named in 43% of job postings at LIC, followed by Bash (14%).

Python 3 43% required in 100% · since Aug 2026
Bash 1 14% optional · since Sep 2026

What frameworks and libraries does LIC use?

NumPy is named in 29% of job postings at LIC, followed by Pandas (29%), Polars (14%), SciPy (14%).

NumPy 2 29% required in 50% · since Aug 2026
Pandas 2 29% required in 50% · since Aug 2026
Polars 1 14% required in 100% · since Aug 2026
SciPy 1 14% optional · since Sep 2026

What cloud and platforms does LIC use?

AWS is named in 29% of job postings at LIC, followed by Azure (14%), PubMed (14%), Linux (14%).

AWS 2 29% required in 50% · since Sep 2026
Azure 1 14% required in 100% · since Sep 2026
PubMed 1 14% required in 100% · since Aug 2026
Linux 1 14% optional · since Sep 2026

What developer tools does LIC use?

Microsoft Excel is named in 14% of job postings at LIC, followed by Git (14%).

Microsoft Excel 1 14% required in 100% · since Aug 2026
Git 1 14% optional · since Sep 2026

Which engineering practices does LIC ask for?

Machine Learning is named in 71% of job postings at LIC, followed by Computer Vision (14%), HPC (14%).

Machine Learning 5 71% required in 100% · since Aug 2026
Computer Vision 1 14% required in 100% · since Aug 2026
HPC 1 14% required in 100% · since Aug 2026

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How modern is the LIC stack?

Modern 69/100

LIC scores 69 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 LIC stack in its industry?

Share of the 276 companies in the same industries, whose stack Alion knows, that use each technology.

Python29%
AWS15%
NumPy3%
Pandas3%
Azure19%
Bash6%
Linux15%
Polars0%
PubMed0%
SciPy1%

Questions about the LIC tech stack

What programming languages does LIC use?

The languages named in LIC job postings are Python (43%), Bash (14%), as a share of the 7 postings of the last 12 months.

Does LIC use NumPy?

Yes. NumPy is named in 2 of 7 job postings (29%) and required in 1 of them.

What cloud and platforms does LIC use?

The cloud and platforms named in LIC job postings are AWS (2), Azure (1), PubMed (1) (postings in brackets).

Is the LIC tech stack changing?

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

How modern is the LIC tech stack?

LIC scores 69 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 LIC tech stack?

Alion reads every job posting LIC publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Oct 8, 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, "LIC tech stack: 15 technologies from 7 job postings", as of Oct 8, 2026. https://alion.io/company/lic-4/technologies

Licence: CC BY-SA 4.0JSON