NewsBreak
Web Portals · Digital Media

NewsBreak tech stack

NewsBreak builds mostly with Python, SQL, Java, Go. Its stack also includes Spark, PyTorch, AWS, TensorFlow. LLM is named in 18 of the 57 job postings NewsBreak published in the last 12 months (32%). Counted by Alion from the job postings of NewsBreak, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
117
Postings analysed
57
Open now
50
Modernity
84 /100
New in 6 months
8

What programming languages does NewsBreak use?

Python is named in 23% of job postings at NewsBreak, followed by SQL (21%), Java (9%), Go (5%).

Python 13 23% required in 85% · 12 open now · since Oct 2024
SQL 12 21% required in 100% · 11 open now · since Jun 2026
Java 5 9% required in 100% · 4 open now · since Oct 2024
Go 3 5% required in 100% · 3 open now · since May 2026
Scala 3 5% required in 100% · 3 open now · since Jun 2026
C++ 2 4% required in 100% · 2 open now · since Oct 2024
JavaScript 2 4% required in 50% · 2 open now · since May 2026
Objective-C 1 2% required in 100% · since Aug 2026
Show all (12)
Swift1
TypeScript1
Kotlin1
Node JS1

What frameworks and libraries does NewsBreak use?

PyTorch is named in 9% of job postings at NewsBreak, followed by TensorFlow (7%), Hadoop (5%), Flink (4%).

PyTorch 5 9% required in 80% · 5 open now · since Nov 2025
TensorFlow 4 7% required in 75% · 3 open now · since Nov 2025
Hadoop 3 5% required in 67% · 2 open now · since Jun 2026
Flink 2 4% required in 100% · 2 open now · since Jun 2026
React.js 2 4% required in 100% · 2 open now · since May 2026
CUDA 2 4% required in 50% · 2 open now · since May 2026
DeepSpeed 2 4% required in 50% · 2 open now · since May 2026
FSDP 2 4% required in 50% · 2 open now · since May 2026
Show all (17)
TRL2
Transformers2
Accelerate1
Next.js1
NumPy1
Scikit-learn1
Megatron-LM1
TensorFlow C++1
Triton1

What databases does NewsBreak use?

Trino is named in 5% of job postings at NewsBreak, followed by Presto (4%), Amazon Redshift (2%), ClickHouse (2%).

Trino 3 5% required in 100% · 3 open now · since Jun 2026
Presto 2 4% required in 100% · 2 open now · since Jun 2026
Amazon Redshift 1 2% required in 100% · 1 open now · since Jun 2026
ClickHouse 1 2% required in 100% · 1 open now · since Sep 2026
Redis 1 2% required in 100% · 1 open now · since Sep 2026
Snowflake 1 2% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does NewsBreak use?

Spark is named in 12% of job postings at NewsBreak, followed by AWS (7%), AppsFlyer SDK (7%), Kubernetes (7%).

Spark 7 12% required in 86% · 6 open now · since Jun 2026
AWS 4 7% required in 75% · 4 open now · since Nov 2025
AppsFlyer SDK 4 7% required in 50% · 4 open now · since Jul 2026
Kubernetes 4 7% required in 25% · 3 open now · since Jun 2026
Adjust 3 5% required in 67% · 3 open now · since Jul 2026
Apache Kafka 3 5% required in 67% · 3 open now · since Jun 2026
GitHub 3 5% required in 67% · 3 open now · since May 2026
Looker 2 4% required in 100% · 2 open now · since Aug 2026
Show all (23)
Twilio2
vLLM2
Braze2
Amazon S31
Anthropic1
Cloudflare1
Databricks1
ElevenLabs1
Firebase1
Hugging Face1
OpenAI1
Power BI1
Replicate1
Runway1
Tableau1

What developer tools does NewsBreak use?

Model Context Protocol is named in 5% of job postings at NewsBreak, followed by Adobe After Effects (4%), DaVinci Resolve (4%), Rest API (4%).

Model Context Protocol 3 5% optional · 3 open now · since May 2026
Adobe After Effects 2 4% required in 100% · 2 open now · since Oct 2026
DaVinci Resolve 2 4% required in 100% · 2 open now · since Oct 2026
Rest API 2 4% optional · 2 open now · since Jun 2026
Adobe Photoshop 1 2% required in 100% · 1 open now · since Jun 2026
Canva 1 2% required in 100% · 1 open now · since Jun 2026
Claude Code 1 2% required in 100% · 1 open now · since May 2026
ComfyUI 1 2% required in 100% · 1 open now · since Jun 2026
Show all (13)
Cursor1
Microsoft Excel1
OpenAI Codex1
pySpark1
Docker1

What AI and ML technologies does NewsBreak use?

LLM is named in 32% of job postings at NewsBreak, followed by Claude (4%), LoRA (4%), PEFT (4%).

LLM 18 32% required in 61% · 16 open now · since May 2026
Claude 2 4% required in 100% · 2 open now · since Jun 2026
LoRA 2 4% required in 50% · 2 open now · since May 2026
PEFT 2 4% optional · 2 open now · since May 2026
ChatGPT 1 2% required in 100% · 1 open now · since Oct 2026
DreamBooth 1 2% required in 100% · 1 open now · since Jun 2026
GPT-4 1 2% required in 100% · 1 open now · since Jun 2026
Gemini 1 2% required in 100% · 1 open now · since Jun 2026
Show all (14)
Kling1
SDXL1
Sora1
VLM1
Veo1
Stable Diffusion1

Which engineering practices does NewsBreak ask for?

Recommender Systems is named in 74% of job postings at NewsBreak, followed by AI Agents (21%), Machine Learning (18%), A/B Testing (16%).

Recommender Systems 42 74% required in 100% · 35 open now · since Oct 2024
AI Agents 12 21% required in 67% · 11 open now · since May 2026
Machine Learning 10 18% required in 90% · 9 open now · since Oct 2024
A/B Testing 9 16% required in 78% · 8 open now · since Jun 2026
Embeddings 4 7% required in 100% · 4 open now · since Jun 2026
Function Calling 4 7% required in 25% · 4 open now · since May 2026
SFT 3 5% required in 100% · 3 open now · since May 2026
DPO 3 5% required in 67% · 3 open now · since May 2026
Show all (32)
RLHF3
RAG3
GRPO2
PPO2
Post-training2
Semantic Search2
CI/CD2
Knowledge Graph2
LLM Guardrails2
AIOps1
Context Engineering1
ETL/ELT1
Feature Store1
Fine-tuning1
Multimodal AI1
NLP1
Platform Engineering1
Pre-training1
Reinforcement Learning1
Synthetic Data1
Tokenization1
Multi-Agent Systems1
Quantization1
Reward Modeling1

What does each NewsBreak team work with?

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

AI/ML

13 postings
Python6
LLM5
Java3
PyTorch3
SQL3
Spark3

Early Careers

5 postings
Adobe After Effects2
DaVinci Resolve2

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How much does NewsBreak pay by technology?

Median stated pay of the postings that name each technology, against the median of all NewsBreak postings with stated pay: $215k across 25 postings.

TechnologyPostings with payMedianvs company median
SQL8$218k+1%
LLM6$253k+17%
Python5$235k+9%

How is the NewsBreak 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
Adobe After EffectsOct 2026
DaVinci ResolveOct 2026
TwilioSep 2026
BrazeSep 2026
LookerAug 2026
CI/CDJul 2026
LLM GuardrailsJul 2026
AppsFlyer SDKJul 2026
Rising
SQL15% → 29%
AWS3% → 13%
Falling
Recommender Systems97% → 42%
LLM48% → 8%
Machine Learning27% → 4%
Python30% → 13%
AI Agents27% → 13%
Function Calling12% → 0%
Kubernetes12% → 0%
SFT9% → 0%

How modern is the NewsBreak stack?

Cutting-edge AI adopter 84/100

NewsBreak scores 84 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: 14; legacy ones: 0.

How common is the NewsBreak stack in its industry?

Share of the 640 companies in the same industries, whose stack Alion knows, that use each technology.

LLM20%
Python37%
SQL31%
Spark8%
Java15%
PyTorch6%
AWS29%
AppsFlyer SDK2%
Kubernetes17%
TensorFlow4%

What sets NewsBreak apart

AppsFlyer SDK2%
TensorFlow4%
Adjust1%
Hadoop3%
Scala4%
Trino1%

Questions about the NewsBreak tech stack

What programming languages does NewsBreak use?

The languages named in NewsBreak job postings are Python (23%), SQL (21%), Java (9%), Go (5%), Scala (5%), as a share of the 57 postings of the last 12 months.

Does NewsBreak use PyTorch?

Yes. PyTorch is named in 5 of 57 job postings (9%) and required in 4 of them.

What cloud and platforms does NewsBreak use?

The cloud and platforms named in NewsBreak job postings are Spark (7), AWS (4), AppsFlyer SDK (4) (postings in brackets).

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

AI/ML postings at NewsBreak most often require Python (6), LLM (5), Java (3), PyTorch (3), out of 13 postings in the last 12 months.

Is the NewsBreak tech stack changing?

Yes. Adobe After Effects, DaVinci Resolve, Twilio, Braze first appeared in NewsBreak job postings in the last six months.

How modern is the NewsBreak tech stack?

NewsBreak scores 84 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: 14; legacy ones: 0.

How does Alion know the NewsBreak tech stack?

Alion reads every job posting NewsBreak publishes and tags the technologies each one names. The figures on this page count the 57 postings of the last 12 months and were updated on Nov 12, 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, "NewsBreak tech stack: 117 technologies from 57 job postings", as of Nov 12, 2026. https://alion.io/company/newsbreakapp/technologies

Licence: CC BY-SA 4.0JSON