Innodata tech stack

Innodata builds mostly with Python, SQL, C, JavaScript. Its stack also includes Databricks, PyTorch, Hugging Face, Amazon Redshift. Python is named in 11 of the 31 job postings Innodata published in the last 12 months (35%). Counted by Alion from the job postings of Innodata, updated Oct 7, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 7, 2026
Technologies in use
92
Postings analysed
31
Open now
30
Modernity
83 /100
New in 6 months
8

What programming languages does Innodata use?

Python is named in 35% of job postings at Innodata, followed by SQL (19%), C (3%), JavaScript (3%).

Python 11 35% required in 82% · 11 open now · since Jul 2026
SQL 6 19% required in 83% · 6 open now · since Aug 2026
C 1 3% optional · 1 open now · since Sep 2026
JavaScript 1 3% optional · 1 open now · since Jul 2026

What frameworks and libraries does Innodata use?

PyTorch is named in 13% of job postings at Innodata, followed by Dagster (6%), Transformers (6%), FFmpeg (3%).

PyTorch 4 13% required in 100% · 4 open now · since Sep 2026
Dagster 2 6% required in 100% · 2 open now · since Aug 2026
Transformers 2 6% optional · 2 open now · since Sep 2026
FFmpeg 1 3% required in 100% · 1 open now · since Sep 2026
Hypothesis 1 3% required in 100% · 1 open now · since Sep 2026
Isaac Lab 1 3% required in 100% · 1 open now · since Sep 2026
Kaldi 1 3% required in 100% · 1 open now · since Sep 2026
LeRobot 1 3% required in 100% · 1 open now · since Sep 2026
Show all (15)
MuJoCo1
NVIDIA NeMo1
NumPy1
Pandas1
Scikit-learn1
TensorFlow1
React.js1

What databases does Innodata use?

Amazon Redshift is named in 6% of job postings at Innodata, followed by BigQuery (6%), Google BigQuery (6%), Presto (6%).

Amazon Redshift 2 6% required in 100% · 2 open now · since Aug 2026
BigQuery 2 6% required in 100% · 2 open now · since Aug 2026
Google BigQuery 2 6% required in 100% · 2 open now · since Aug 2026
Presto 2 6% required in 100% · 2 open now · since Aug 2026
Snowflake 2 6% required in 100% · 2 open now · since Aug 2026
Trino 2 6% required in 100% · 2 open now · since Aug 2026
Delta Lake 1 3% required in 100% · 1 open now · since Jul 2026

What cloud and platforms does Innodata use?

Databricks is named in 16% of job postings at Innodata, followed by Hugging Face (10%), Prefect (10%), Spark (10%).

Databricks 5 16% required in 100% · 5 open now · since Jul 2026
Hugging Face 3 10% required in 100% · 3 open now · since Sep 2026
Prefect 3 10% required in 100% · 3 open now · since Jul 2026
Spark 3 10% required in 100% · 3 open now · since Jul 2026
Airflow 2 6% required in 100% · 2 open now · since Aug 2026
DLP 2 6% required in 100% · 2 open now · since Jul 2026
Looker 2 6% required in 100% · 2 open now · since Aug 2026
Power BI 2 6% required in 100% · 2 open now · since Aug 2026
Show all (18)
Superset2
Tableau2
AWS1
Anthropic1
Azure1
Deepgram1
GCP1
Kubernetes1
MLFlow1
OpenAI1

What developer tools does Innodata use?

CVAT is named in 10% of job postings at Innodata, followed by dbt (6%), pySpark (6%), Apache NiFi (3%).

CVAT 3 10% required in 33% · 3 open now · since Jul 2026
dbt 2 6% required in 100% · 2 open now · since Aug 2026
pySpark 2 6% required in 100% · 2 open now · since Aug 2026
Apache NiFi 1 3% required in 100% · 1 open now · since Jul 2026
CAPA 1 3% required in 100% · 1 open now · since Sep 2026
Git 1 3% required in 100% · 1 open now · since Sep 2026
Isaac Sim 1 3% required in 100% · 1 open now · since Sep 2026
Rest API 1 3% required in 100% · 1 open now · since Jul 2026

What AI and ML technologies does Innodata use?

LLM is named in 16% of job postings at Innodata, followed by PEFT (6%), VLM (3%), Whisper (3%).

LLM 5 16% required in 100% · 4 open now · since Sep 2026
PEFT 2 6% required in 100% · 2 open now · since Sep 2026
VLM 1 3% required in 100% · 1 open now · since Sep 2026
Whisper 1 3% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Innodata ask for?

Machine Learning is named in 48% of job postings at Innodata, followed by Fine-tuning (42%), Edge AI (29%), Synthetic Data (23%).

Machine Learning 15 48% required in 87% · 15 open now · since Jun 2026
Fine-tuning 13 42% required in 100% · 13 open now · since Jun 2026
Edge AI 9 29% required in 100% · 9 open now · since Jun 2026
Synthetic Data 7 23% required in 100% · 7 open now · since Jul 2026
RLHF 5 16% required in 80% · 5 open now · since Sep 2026
Hallucination 3 10% required in 100% · 3 open now · since Aug 2026
Prompt Engineering 3 10% required in 100% · 3 open now · since Jul 2026
A/B Testing 2 6% required in 100% · 2 open now · since Aug 2026
Show all (36)
AI Agents2
Dimensional Modeling2
ETL/ELT2
Multimodal AI2
NLP2
SFT2
SLI/SLO/SLA2
Speech Recognition2
Text-to-Speech2
World Models2
RAG2
Computer Vision1
DPO1
Embeddings1
Function Calling1
Human-in-the-Loop1
Imitation Learning1
Physical AI1
Platform Engineering1
Red Teaming1
Reinforcement Learning1
Reinforcement Learning1
Sim-to-Real1
Teleoperation1
Tokenization1
Tool Use1
Vision-Language-Action1
Agentic Workflows1

What does each Innodata team work with?

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

AI/ML

6 postings
Hugging Face3
PyTorch3
PEFT2

Solutions

4 postings
DLP2
Databricks2

Analytics

4 postings
Airflow2
Amazon Redshift2
BigQuery2
Dagster2
Google BigQuery2
Looker2

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How much does Innodata pay by technology?

Median stated pay of the postings that name each technology, against the median of all Innodata postings with stated pay: $105k across 29 postings.

TechnologyPostings with payMedianvs company median
Python10$155k+47%
SQL6$160k+52%
LLM5$165k+57%

How is the Innodata 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
Hugging FaceSep 2026
PEFTSep 2026
World ModelsSep 2026
TransformersSep 2026
Speech RecognitionSep 2026
Text-to-SpeechSep 2026
AI AgentsSep 2026
PyTorchSep 2026

How modern is the Innodata stack?

Cutting-edge AI adopter 83/100

Innodata scores 83 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: 4; legacy ones: 0.

How common is the Innodata stack in its industry?

Share of the 89 companies in the same industries, whose stack Alion knows, that use each technology.

Python73%
SQL52%
Databricks15%
LLM53%
PyTorch38%
Hugging Face19%
Prefect8%
Spark18%
Airflow10%
Amazon Redshift9%

Questions about the Innodata tech stack

What programming languages does Innodata use?

The languages named in Innodata job postings are Python (35%), SQL (19%), C (3%), JavaScript (3%), as a share of the 31 postings of the last 12 months.

Does Innodata use PyTorch?

Yes. PyTorch is named in 4 of 31 job postings (13%) and required in 4 of them.

What cloud and platforms does Innodata use?

The cloud and platforms named in Innodata job postings are Databricks (5), Hugging Face (3), Prefect (3) (postings in brackets).

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

AI/ML postings at Innodata most often require Hugging Face (3), PyTorch (3), PEFT (2), out of 6 postings in the last 12 months.

Is the Innodata tech stack changing?

Yes. Hugging Face, PEFT, World Models, Transformers first appeared in Innodata job postings in the last six months.

How modern is the Innodata tech stack?

Innodata scores 83 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: 4; legacy ones: 0.

How does Alion know the Innodata tech stack?

Alion reads every job posting Innodata publishes and tags the technologies each one names. The figures on this page count the 31 postings of the last 12 months and were updated on Oct 7, 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, "Innodata tech stack: 92 technologies from 31 job postings", as of Oct 7, 2026. https://alion.io/company/innodata/technologies

Licence: CC BY-SA 4.0JSON