Nightfall tech stack

Nightfall builds mostly with C++, Python, Java, Go. Its stack also includes Cloudflare, Okta, PostgreSQL, Redis. Cloudflare is named in 29 of the 32 job postings Nightfall published in the last 12 months (91%). Counted by Alion from the job postings of Nightfall, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
90
Postings analysed
32
Open now
29
Modernity
81 /100
New in 6 months
8

What programming languages does Nightfall use?

C++ is named in 44% of job postings at Nightfall, followed by Python (41%), Java (28%), Go (19%).

C++ 14 44% required in 100% · 11 open now · since Feb 2026
Python 13 41% required in 92% · 10 open now · since Feb 2026
Java 9 28% required in 100% · 6 open now · since Feb 2026
Go 6 19% required in 83% · 6 open now · since Jun 2026
SQL 5 16% required in 60% · 5 open now · since Jun 2026
Objective-C 3 9% required in 100% · 3 open now · since May 2026
Rust 3 9% required in 100% · 3 open now · since Jul 2026
Bash 2 6% required in 50% · 2 open now · since Apr 2026
Show all (13)
JavaScript2
C#1
PowerShell1
Assembly1
Node JS1

What frameworks and libraries does Nightfall use?

PyTorch is named in 13% of job postings at Nightfall, followed by PyTorch C++ (13%), Hadoop (9%), Flink (9%).

PyTorch 4 13% required in 50% · 1 open now · since Feb 2026
PyTorch C++ 4 13% required in 50% · 1 open now · since Feb 2026
Hadoop 3 9% required in 67% · 3 open now · since Jun 2026
Flink 3 9% required in 33% · 3 open now · since Aug 2026
Playwright 1 3% required in 100% · 1 open now · since Jun 2026
OpenTelemetry 1 3% optional · 1 open now · since Jul 2026
React.js 1 3% optional · 1 open now · since Aug 2026

What databases does Nightfall use?

PostgreSQL is named in 22% of job postings at Nightfall, followed by Redis (19%), Cassandra (16%), MySQL (6%).

PostgreSQL 7 22% required in 14% · 4 open now · since Feb 2026
Redis 6 19% required in 17% · 3 open now · since Feb 2026
Cassandra 5 16% required in 40% · 5 open now · since Jun 2026
MySQL 2 6% required in 100% · 2 open now · since Jun 2026
Snowflake 2 6% optional · 2 open now · since Aug 2026
Amazon Aurora 1 3% optional · 1 open now · since Jul 2026

What cloud and platforms does Nightfall use?

Cloudflare is named in 91% of job postings at Nightfall, followed by Okta (91%), DLP (34%), Apache Kafka (31%).

Cloudflare 29 91% required in 100% · 28 open now · since Jan 2026
Okta 29 91% required in 100% · 28 open now · since Jan 2026
DLP 11 34% required in 91% · 11 open now · since Apr 2026
Apache Kafka 10 31% required in 40% · 7 open now · since Feb 2026
Windows 8 25% required in 88% · 8 open now · since Apr 2026
AWS 7 22% required in 14% · 4 open now · since Feb 2026
GCP 6 19% optional · 3 open now · since Feb 2026
Linux 5 16% required in 80% · 5 open now · since Apr 2026
Show all (27)
SIEM3
Crowdstrike3
SentinelOne3
CentOS Stream2
Ubuntu2
Kubernetes2
Azure2
Apollo1
Figma1
InVision1
Linkerd1
Postman1
AWS Lambda1
Amazon EC21
Databricks1
Datadog1
Microsoft Defender1
PagerDuty1
VMWare1

What developer tools does Nightfall use?

Docker is named in 13% of job postings at Nightfall, followed by ZooKeeper (9%), containerd (6%), Terraform (6%).

Docker 4 13% required in 75% · 4 open now · since May 2026
ZooKeeper 3 9% required in 67% · 3 open now · since Jun 2026
containerd 2 6% required in 100% · 2 open now · since May 2026
Terraform 2 6% required in 50% · 2 open now · since Jul 2026
Adobe XD 1 3% required in 100% · 1 open now · since May 2026
Ansible 1 3% required in 100% · 1 open now · since Jul 2026
Chef 1 3% required in 100% · 1 open now · since Jul 2026
CircleCI 1 3% required in 100% · 1 open now · since Jun 2026
Show all (18)
Jenkins1
Podman1
Puppet1
Sketch1
WinDbg1
Envoy1
Helm1
Hyper-V1
JMeter1
KVM1

What AI and ML technologies does Nightfall use?

LLM is named in 6% of job postings at Nightfall, followed by ChatGPT (3%), Claude (3%).

LLM 2 6% required in 100% · 2 open now · since Aug 2026
ChatGPT 1 3% required in 100% · 1 open now · since Aug 2026
Claude 1 3% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Nightfall ask for?

AI Agents is named in 100% of job postings at Nightfall, followed by NLP (16%), Machine Learning (13%), Fine-tuning (13%).

AI Agents 32 100% required in 100% · 29 open now · since Jan 2026
NLP 5 16% required in 100% · 2 open now · since Feb 2026
Machine Learning 4 13% required in 100% · 1 open now · since Feb 2026
Fine-tuning 4 13% optional · 1 open now · since Feb 2026
eBPF 3 9% required in 100% · 3 open now · since May 2026
Agentic Workflows 2 6% required in 100% · 2 open now · since Jun 2026
CI/CD 2 6% required in 100% · 2 open now · since Jun 2026
SLI/SLO/SLA 2 6% required in 100% · 2 open now · since Apr 2026
Show all (16)
Context Engineering2
Edge AI2
IAM1
RAG1
Semantic Search1
Semantic Search1
Tokenization1
VPN1

What does each Nightfall team work with?

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

AI/ML

6 postings
C++6
Java6
Python6
Cloudflare3
Okta3
Go2

Support

5 postings
Cloudflare5
Okta5
Windows3
C++2
Objective-C2
Python2

Sales

5 postings
Cloudflare5
Okta5
DLP4

DevOps

3 postings
Cloudflare3
Docker3
Okta3
C++2
CentOS Stream2
DLP2

Backend

3 postings
C++3
Cloudflare3
Go3
Java3
Okta3
Python3

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How is the Nightfall 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
LLMAug 2026
Context EngineeringAug 2026
FlinkAug 2026
SnowflakeAug 2026
RustJul 2026
KubernetesJul 2026
TerraformJul 2026
GoJun 2026

How modern is the Nightfall stack?

Cutting-edge AI adopter 81/100

Nightfall 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: 3; legacy ones: 0.

How common is the Nightfall stack in its industry?

Share of the 535 companies in the same industries, whose stack Alion knows, that use each technology.

Cloudflare3%
Okta13%
C++23%
Python59%
DLP16%
Apache Kafka21%
Java27%
Windows40%
AWS49%
PostgreSQL30%

What sets Nightfall apart

Cloudflare3%
Cassandra4%
PyTorch C++2%
Flink4%
Objective-C4%

Questions about the Nightfall tech stack

What programming languages does Nightfall use?

The languages named in Nightfall job postings are C++ (44%), Python (41%), Java (28%), Go (19%), SQL (16%), as a share of the 32 postings of the last 12 months.

Does Nightfall use PyTorch?

Yes. PyTorch is named in 4 of 32 job postings (13%) and required in 2 of them.

What cloud and platforms does Nightfall use?

The cloud and platforms named in Nightfall job postings are Cloudflare (29), Okta (29), DLP (11) (postings in brackets).

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

AI/ML postings at Nightfall most often require C++ (6), Java (6), Python (6), Cloudflare (3), out of 6 postings in the last 12 months.

Is the Nightfall tech stack changing?

Yes. LLM, Context Engineering, Flink, Snowflake first appeared in Nightfall job postings in the last six months.

How modern is the Nightfall tech stack?

Nightfall 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: 3; legacy ones: 0.

How does Alion know the Nightfall tech stack?

Alion reads every job posting Nightfall publishes and tags the technologies each one names. The figures on this page count the 32 postings of the last 12 months and were updated on Sep 28, 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, "Nightfall tech stack: 90 technologies from 32 job postings", as of Sep 28, 2026. https://alion.io/company/nightfall/technologies

Licence: CC BY-SA 4.0JSON