Toloka AI
AI Evaluation & Observability · AI Training Data & Annotation

Toloka AI tech stack

Toloka AI builds mostly with Python, Java, SQL, JavaScript. Its stack also includes Anthropic, NumPy, Transformers, Figma. Anthropic is named in 32 of the 32 job postings Toloka AI published in the last 12 months (100%). Counted by Alion from the job postings of Toloka AI, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
74
Postings analysed
32
Open now
8
Modernity
84 /100
New in 6 months
8

What programming languages does Toloka AI use?

Python is named in 38% of job postings at Toloka AI, followed by Java (6%), SQL (6%), JavaScript (3%).

Python 12 38% required in 100% · 4 open now · since Oct 2025
Java 2 6% required in 100% · since Mar 2026
SQL 2 6% required in 100% · 1 open now · since Aug 2026
JavaScript 1 3% optional · since Jul 2026
TypeScript 1 3% optional · since Jul 2026

What frameworks and libraries does Toloka AI use?

NumPy is named in 16% of job postings at Toloka AI, followed by Transformers (13%), Pandas (9%), FastAPI (9%).

NumPy 5 16% required in 100% · 2 open now · since Oct 2025
Transformers 4 13% optional · 3 open now · since Jun 2026
Pandas 3 9% required in 100% · 2 open now · since Jun 2026
FastAPI 3 9% required in 67% · since Apr 2026
Flask 2 6% required in 100% · since Apr 2026
NLTK 2 6% required in 100% · since Apr 2026
PyTorch 2 6% required in 100% · 1 open now · since Sep 2026
spaCy 2 6% required in 100% · since Apr 2026
Show all (18)
AutoGen1
DeepSpeed1
FSDP1
Hypothesis1
LangChain1
LlamaIndex1
Megatron-LM1
TensorRT-LLM1
DSPy1
React.js1

What databases does Toloka AI use?

ClickHouse is named in 3% of job postings at Toloka AI, followed by PostgreSQL (3%), Redis (3%).

ClickHouse 1 3% required in 100% · 1 open now · since Nov 2026
PostgreSQL 1 3% optional · since Jul 2026
Redis 1 3% optional · since Jul 2026

What cloud and platforms does Toloka AI use?

Anthropic is named in 100% of job postings at Toloka AI, followed by Figma (6%), vLLM (6%), Linux (3%).

Anthropic 32 100% required in 100% · 8 open now · since Oct 2025
Figma 2 6% required in 100% · since Aug 2026
vLLM 2 6% required in 100% · 1 open now · since Sep 2026
Linux 1 3% required in 100% · since Jul 2026
Power BI 1 3% required in 100% · since Aug 2026
Tableau 1 3% required in 100% · since Aug 2026
Apache Kafka 1 3% optional · since Jul 2026
Databricks 1 3% optional · 1 open now · since Nov 2026

What developer tools does Toloka AI use?

Canva is named in 3% of job postings at Toloka AI, followed by Docker (3%), Microsoft Excel (3%), Model Context Protocol (3%).

Canva 1 3% required in 100% · since Sep 2026
Docker 1 3% required in 100% · since Jul 2026
Microsoft Excel 1 3% required in 100% · since Aug 2026
Model Context Protocol 1 3% required in 100% · since Jul 2026
OpenAI Codex 1 3% required in 100% · since Jul 2026
TensorRT 1 3% optional · 1 open now · since Oct 2026

What AI and ML technologies does Toloka AI use?

LLM is named in 28% of job postings at Toloka AI, followed by LoRA (16%), PEFT (16%), Claude (9%).

LLM 9 28% required in 89% · 4 open now · since Mar 2026
LoRA 5 16% required in 100% · 3 open now · since Jun 2026
PEFT 5 16% required in 80% · 3 open now · since Jun 2026
Claude 3 9% required in 100% · since Jul 2026
Llama 1 3% required in 100% · since Aug 2026
Mistral 1 3% required in 100% · since Aug 2026

Which engineering practices does Toloka AI ask for?

AI Agents is named in 38% of job postings at Toloka AI, followed by Fine-tuning (31%), Agentic Workflows (19%), SFT (19%).

AI Agents 12 38% required in 92% · 3 open now · since Apr 2026
Fine-tuning 10 31% required in 70% · 5 open now · since Jun 2026
Agentic Workflows 6 19% required in 100% · 2 open now · since Jun 2026
SFT 6 19% required in 100% · 3 open now · since Jun 2026
Synthetic Data 6 19% required in 100% · 2 open now · since Apr 2026
RLHF 6 19% required in 83% · 3 open now · since Jun 2026
Reward Modeling 5 16% required in 100% · 3 open now · since Jun 2026
PPO 5 16% required in 80% · 3 open now · since Jun 2026
Show all (28)
RLAIF5
DPO4
Human-in-the-Loop4
Machine Learning4
Model Distillation3
RAG3
GRPO2
Knowledge Distillation2
LLM Evaluation2
Post-training2
Prompt Engineering2
Quantization2
EU AI Act1
Physical AI1
Platform Engineering1
Reinforcement Learning1
Speculative Decoding1
Teleoperation1
Anomaly Detection1
Function Calling1

What does each Toloka AI team work with?

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

AI/ML

8 postings
Anthropic8
Python6
LLM5
LoRA5
PEFT4
NumPy3

Leadership

4 postings
Anthropic4
Java2
LLM2
Python2

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How is the Toloka AI 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
GRPOSep 2026
Knowledge DistillationSep 2026
LLM EvaluationSep 2026
Post-trainingSep 2026
PyTorchSep 2026
vLLMSep 2026
QuantizationSep 2026
FigmaAug 2026
Not named for 6 months
FlaskMay 2026
NLTKMay 2026
Prompt EngineeringMay 2026
spaCyMay 2026

How modern is the Toloka AI stack?

Cutting-edge AI adopter 84/100

Toloka AI 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: 6; legacy ones: 0.

How common is the Toloka AI stack in its industry?

Share of the 220 companies in the same industries, whose stack Alion knows, that use each technology.

Anthropic18%
Python70%
LLM53%
LoRA6%
NumPy12%
PEFT6%
Transformers10%
Claude25%
FastAPI22%
Pandas10%

Questions about the Toloka AI tech stack

What programming languages does Toloka AI use?

The languages named in Toloka AI job postings are Python (38%), Java (6%), SQL (6%), JavaScript (3%), TypeScript (3%), as a share of the 32 postings of the last 12 months.

Does Toloka AI use NumPy?

Yes. NumPy is named in 5 of 32 job postings (16%) and required in 5 of them.

What cloud and platforms does Toloka AI use?

The cloud and platforms named in Toloka AI job postings are Anthropic (32), Figma (2), vLLM (2) (postings in brackets).

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

AI/ML postings at Toloka AI most often require Anthropic (8), Python (6), LLM (5), LoRA (5), out of 8 postings in the last 12 months.

Is the Toloka AI tech stack changing?

Yes. GRPO, Knowledge Distillation, LLM Evaluation, Post-training first appeared in Toloka AI job postings in the last six months.

How modern is the Toloka AI tech stack?

Toloka AI 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: 6; legacy ones: 0.

How does Alion know the Toloka AI tech stack?

Alion reads every job posting Toloka AI 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 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, "Toloka AI tech stack: 74 technologies from 32 job postings", as of Nov 12, 2026. https://alion.io/company/toloka-ai/technologies

Licence: CC BY-SA 4.0JSON