Shyftlabs tech stack

Shyftlabs builds mostly with Python, SQL, JavaScript, Java. Its stack also includes AWS, Apache Kafka, Delta Lake, Snowflake. Python is named in 24 of the 29 job postings Shyftlabs published in the last 12 months (83%). Counted by Alion from the job postings of Shyftlabs, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
140
Postings analysed
29
Open now
23
Modernity
87 /100
New in 6 months
8

What programming languages does Shyftlabs use?

Python is named in 83% of job postings at Shyftlabs, followed by SQL (69%), JavaScript (17%), Java (14%).

Python 24 83% required in 100% · 19 open now · since Sep 2025
SQL 20 69% required in 95% · 16 open now · since Sep 2025
JavaScript 5 17% required in 80% · 5 open now · since Mar 2026
Java 4 14% required in 100% · 4 open now · since Mar 2026
Node JS 4 14% required in 100% · 4 open now · since Mar 2026
TypeScript 4 14% required in 100% · 4 open now · since Mar 2026
Bash 2 7% required in 100% · 2 open now · since Jun 2026
Go 2 7% required in 100% · 2 open now · since Mar 2026
Show all (10)
PowerShell2
Scala1

What frameworks and libraries does Shyftlabs use?

PyTorch is named in 7% of job postings at Shyftlabs, followed by Scikit-learn (7%), TensorFlow (7%), Alembic (3%).

PyTorch 2 7% required in 100% · 2 open now · since Apr 2026
Scikit-learn 2 7% required in 100% · 2 open now · since Apr 2026
TensorFlow 2 7% required in 100% · 2 open now · since Apr 2026
Alembic 1 3% required in 100% · 1 open now · since Aug 2026
Angular 1 3% required in 100% · 1 open now · since May 2026
Asyncio 1 3% required in 100% · 1 open now · since Aug 2026
Celery 1 3% required in 100% · 1 open now · since Aug 2026
Cucumber 1 3% required in 100% · 1 open now · since Jun 2026
Show all (22)
FastAPI1
Hadoop1
Next.js1
Pydantic1
Pytest1
React.js1
SQLAlchemy1
Selenium1
AutoGen1
CrewAI1
LangChain1
LangGraph1
LlamaIndex1
pgvector1

What databases does Shyftlabs use?

Delta Lake is named in 28% of job postings at Shyftlabs, followed by Snowflake (21%), PostgreSQL (17%), BigQuery (17%).

Delta Lake 8 28% required in 100% · 4 open now · since Apr 2026
Snowflake 6 21% required in 50% · 6 open now · since Sep 2025
PostgreSQL 5 17% required in 80% · 5 open now · since Mar 2026
BigQuery 5 17% required in 60% · 5 open now · since Sep 2025
Google BigQuery 5 17% required in 60% · 5 open now · since Sep 2025
ClickHouse 3 10% required in 100% · 3 open now · since Mar 2026
Amazon Redshift 3 10% required in 67% · 3 open now · since Jul 2026
Amazon Aurora 2 7% required in 100% · 2 open now · since Mar 2026
Show all (17)
ElasticSearch2
Druid2
Redis2
MS SQL1
Chroma1
Milvus1
Neo4j1
Pinecone1
Weaviate1

What cloud and platforms does Shyftlabs use?

AWS is named in 79% of job postings at Shyftlabs, followed by Apache Kafka (52%), Databricks (45%), Spark (41%).

AWS 23 79% required in 91% · 18 open now · since Mar 2026
Apache Kafka 15 52% required in 27% · 11 open now · since Mar 2026
Databricks 13 45% required in 85% · 9 open now · since Sep 2025
Spark 12 41% required in 75% · 8 open now · since Mar 2026
Amazon S3 11 38% required in 91% · 7 open now · since Mar 2026
GCP 11 38% required in 91% · 10 open now · since Sep 2025
Azure 8 28% required in 75% · 8 open now · since Mar 2026
Kubernetes 7 24% required in 57% · 7 open now · since Sep 2025
Show all (40)
Airflow7
AWS Lambda5
Amazon EC24
Looker4
Amazon CloudWatch3
Amazon ECS3
Amazon Kinesis3
API Gateway2
Amazon EKS2
Figma2
GitHub2
GitLab CI2
Power BI2
AWS Bedrock2
MLFlow2
AWS Fargate1
Anthropic1
Azure DevOps1
Datadog1
GitHub Actions1
Grafana1
Linux1
Microsoft Entra ID1
Okta1
OpenAI1
PagerDuty1
Postman1
Splunk1
Sumo Logic1
Langfuse1
RabbitMQ1
Tableau1

What developer tools does Shyftlabs use?

Git is named in 38% of job postings at Shyftlabs, followed by Rest API (34%), Docker (34%), dbt (24%).

Git 11 38% required in 91% · 7 open now · since Mar 2026
Rest API 10 34% required in 100% · 5 open now · since Mar 2026
Docker 10 34% required in 60% · 10 open now · since Sep 2025
dbt 7 24% optional · 3 open now · since Jul 2026
pySpark 6 21% required in 100% · 2 open now · since Aug 2026
Terraform 6 21% required in 83% · 5 open now · since Sep 2025
GraphQL 2 7% required in 100% · 2 open now · since Mar 2026
Ansible 2 7% required in 50% · 2 open now · since Jun 2026
Show all (19)
Model Context Protocol2
Puppet2
CloudFormation1
Copilot1
Cursor1
Gradle1
JMeter1
Maven1
Prometheus1
Checkov1
Chef1

What AI and ML technologies does Shyftlabs use?

LLM is named in 28% of job postings at Shyftlabs, followed by Claude (7%), ChatGPT (3%), Gemini (3%).

LLM 8 28% required in 63% · 8 open now · since Mar 2026
Claude 2 7% required in 100% · 1 open now · since Mar 2026
ChatGPT 1 3% required in 100% · 1 open now · since May 2026
Gemini 1 3% required in 100% · 1 open now · since Jul 2026
Llama 1 3% required in 100% · 1 open now · since Jul 2026
Mistral 1 3% required in 100% · 1 open now · since Jul 2026
Qwen 1 3% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Shyftlabs ask for?

CI/CD is named in 48% of job postings at Shyftlabs, followed by ETL/ELT (48%), Dimensional Modeling (24%), Machine Learning (17%).

CI/CD 14 48% required in 93% · 10 open now · since Sep 2025
ETL/ELT 14 48% required in 86% · 10 open now · since Sep 2025
Dimensional Modeling 7 24% required in 100% · 3 open now · since Mar 2026
Machine Learning 5 17% required in 80% · 5 open now · since May 2026
AI Agents 4 14% required in 75% · 4 open now · since Mar 2026
RAG 4 14% required in 25% · 4 open now · since Jul 2026
IAM 2 7% required in 100% · 1 open now · since Aug 2026
Prompt Engineering 2 7% required in 100% · 2 open now · since Apr 2026
Show all (25)
Configuration Management2
Function Calling2
LLM Guardrails2
Tool Use2
Feature Store2
Anomaly Detection1
Blue-Green Deployment1
Embeddings1
Fine-tuning1
GitOps1
Hallucination1
Incident Management1
Multi-Agent Systems1
Platform Engineering1
SLI/SLO/SLA1
Structured Outputs1
Agentic Workflows1

What does each Shyftlabs team work with?

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

Data Science

10 postings
AWS10
Python10
SQL10
Databricks9
Spark8
Delta Lake7

Backend

5 postings
AWS5
Python5
SQL4
Amazon S33
GCP3
Git3

DevOps

3 postings
AWS3
Amazon CloudWatch3
Amazon ECS3
Docker3
Kubernetes3
Python3

AI/ML

3 postings
LLM3
Python3
AWS2
GCP2
JavaScript2
Node JS2

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How much does Shyftlabs pay by technology?

Median stated pay of the postings that name each technology, against the median of all Shyftlabs postings with stated pay: $82k across 6 postings.

TechnologyPostings with payMedianvs company median
AWS6$82k0%
Python5$78k−6%

How is the Shyftlabs 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
IAMAug 2026
pySparkAug 2026
dbtJul 2026
Amazon EKSJul 2026
RAGJul 2026
Function CallingJul 2026
LLM GuardrailsJul 2026
Model Context ProtocolJul 2026

How modern is the Shyftlabs stack?

Cutting-edge AI adopter 87/100

Shyftlabs 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: 7; legacy ones: 0.

How common is the Shyftlabs stack in its industry?

Share of the 2,272 companies in the same industries, whose stack Alion knows, that use each technology.

Python62%
AWS50%
SQL46%
Apache Kafka19%
Databricks15%
Spark15%
Amazon S314%
GCP37%
Azure40%
Delta Lake5%

What sets Shyftlabs apart

Amazon Kinesis4%
ClickHouse4%

Questions about the Shyftlabs tech stack

What programming languages does Shyftlabs use?

The languages named in Shyftlabs job postings are Python (83%), SQL (69%), JavaScript (17%), Java (14%), Node JS (14%), as a share of the 29 postings of the last 12 months.

Does Shyftlabs use PyTorch?

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

What cloud and platforms does Shyftlabs use?

The cloud and platforms named in Shyftlabs job postings are AWS (23), Apache Kafka (15), Databricks (13) (postings in brackets).

What skills do you need for a Data Science job at Shyftlabs?

Data Science postings at Shyftlabs most often require AWS (10), Python (10), SQL (10), Databricks (9), out of 10 postings in the last 12 months.

Is the Shyftlabs tech stack changing?

Yes. IAM, pySpark, dbt, Amazon EKS first appeared in Shyftlabs job postings in the last six months.

How modern is the Shyftlabs tech stack?

Shyftlabs 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: 7; legacy ones: 0.

How does Alion know the Shyftlabs tech stack?

Alion reads every job posting Shyftlabs publishes and tags the technologies each one names. The figures on this page count the 29 postings of the last 12 months and were updated on Sep 27, 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, "Shyftlabs tech stack: 140 technologies from 29 job postings", as of Sep 27, 2026. https://alion.io/company/shyftlabs/technologies

Licence: CC BY-SA 4.0JSON