# Aivar Innovations - **Answer**: Aivar Innovations builds mostly with Python, TypeScript, JavaScript, Java. Its stack also includes AWS, Kubernetes, PyTorch, PostgreSQL. AWS is named in 39 of the 40 job postings Aivar Innovations published in the last 12 months (98%). Counted by Alion from the job postings of Aivar Innovations, updated Nov 13, 2026. - **Window days**: 365 - **Postings analysed**: 40 - **Open postings**: 1 - **Technologies in use**: 191 - **Modernity score**: 81 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 2036 - **Name**: Aivar Innovations - **Domain**: aivar.tech - **Url**: ## Technologies - **AWS** — Layer: cloud; Postings: 39; Share: 0.975; Required: 35; Open postings: 1; First seen: 2026-04-30 - **Kubernetes** — Layer: cloud; Postings: 20; Share: 0.5; Required: 18; Open postings: 1; First seen: 2026-04-30 - **Python** — Layer: languages; Postings: 19; Share: 0.475; Required: 19; Open postings: 1; First seen: 2026-04-30 - **CI/CD** — Layer: practices; Postings: 16; Share: 0.4; Required: 16; Open postings: 0; First seen: 2026-04-30 - **LLM** — Layer: ai; Postings: 14; Share: 0.35; Required: 12; Open postings: 1; First seen: 2026-04-30 - **AI Agents** — Layer: practices; Postings: 12; Share: 0.3; Required: 11; Open postings: 1; First seen: 2026-07-03 - **Anthropic** — Layer: cloud; Postings: 12; Share: 0.3; Required: 10; Open postings: 0; First seen: 2026-07-13 - **Docker** — Layer: tools; Postings: 11; Share: 0.275; Required: 10; Open postings: 0; First seen: 2026-04-30 - **OpenAI** — Layer: cloud; Postings: 11; Share: 0.275; Required: 10; Open postings: 0; First seen: 2026-07-13 - **Amazon EKS** — Layer: cloud; Postings: 10; Share: 0.25; Required: 10; Open postings: 0; First seen: 2026-04-30 - **Amazon S3** — Layer: cloud; Postings: 10; Share: 0.25; Required: 10; Open postings: 0; First seen: 2026-04-30 - **Terraform** — Layer: tools; Postings: 10; Share: 0.25; Required: 9; Open postings: 0; First seen: 2026-07-17 - **AWS Lambda** — Layer: cloud; Postings: 9; Share: 0.225; Required: 9; Open postings: 0; First seen: 2026-04-30 - **GCP** — Layer: cloud; Postings: 9; Share: 0.225; Required: 9; Open postings: 0; First seen: 2026-07-17 - **AWS Bedrock** — Layer: cloud; Postings: 9; Share: 0.225; Required: 8; Open postings: 0; First seen: 2026-04-30 - **RAG** — Layer: practices; Postings: 9; Share: 0.225; Required: 8; Open postings: 0; First seen: 2026-07-03 - **AIOps** — Layer: practices; Postings: 8; Share: 0.2; Required: 8; Open postings: 0; First seen: 2026-04-30 - **Azure** — Layer: cloud; Postings: 7; Share: 0.175; Required: 7; Open postings: 0; First seen: 2026-07-17 - **Claude** — Layer: ai; Postings: 7; Share: 0.175; Required: 7; Open postings: 0; First seen: 2026-04-30 - **Prompt Engineering** — Layer: practices; Postings: 7; Share: 0.175; Required: 7; Open postings: 0; First seen: 2026-04-30 - **PyTorch** — Layer: frameworks; Postings: 7; Share: 0.175; Required: 7; Open postings: 1; First seen: 2026-04-30 - **Amazon EC2** — Layer: cloud; Postings: 6; Share: 0.15; Required: 6; Open postings: 0; First seen: 2026-04-30 - **IAM** — Layer: practices; Postings: 6; Share: 0.15; Required: 6; Open postings: 0; First seen: 2026-07-28 - **TensorFlow** — Layer: frameworks; Postings: 6; Share: 0.15; Required: 6; Open postings: 1; First seen: 2026-04-30 - **TypeScript** — Layer: languages; Postings: 6; Share: 0.15; Required: 6; Open postings: 0; First seen: 2026-04-30 - **GitHub Actions** — Layer: cloud; Postings: 6; Share: 0.15; Required: 5; Open postings: 0; First seen: 2026-07-17 - **OpenTelemetry** — Layer: frameworks; Postings: 6; Share: 0.15; Required: 5; Open postings: 0; First seen: 2026-07-21 - **Prometheus** — Layer: tools; Postings: 6; Share: 0.15; Required: 5; Open postings: 0; First seen: 2026-07-21 - **Grafana** — Layer: cloud; Postings: 6; Share: 0.15; Required: 4; Open postings: 0; First seen: 2026-07-21 - **PostgreSQL** — Layer: data; Postings: 6; Share: 0.15; Required: 4; Open postings: 0; First seen: 2026-07-21 - **JavaScript** — Layer: languages; Postings: 6; Share: 0.15; Required: 2; Open postings: 0; First seen: 2026-04-30 - **Apache Kafka** — Layer: cloud; Postings: 5; Share: 0.125; Required: 5; Open postings: 0; First seen: 2026-07-21 - **DynamoDB** — Layer: data; Postings: 5; Share: 0.125; Required: 5; Open postings: 0; First seen: 2026-07-21 - **Java** — Layer: languages; Postings: 5; Share: 0.125; Required: 5; Open postings: 0; First seen: 2026-07-17 - **Linux** — Layer: cloud; Postings: 5; Share: 0.125; Required: 5; Open postings: 0; First seen: 2026-07-17 - **Model Context Protocol** — Layer: tools; Postings: 5; Share: 0.125; Required: 5; Open postings: 0; First seen: 2026-04-30 - **Rest API** — Layer: tools; Postings: 5; Share: 0.125; Required: 5; Open postings: 0; First seen: 2026-07-24 - **Scikit-learn** — Layer: frameworks; Postings: 5; Share: 0.125; Required: 5; Open postings: 0; First seen: 2026-04-30 - **Amazon SageMaker** — Layer: cloud; Postings: 5; Share: 0.125; Required: 4; Open postings: 0; First seen: 2026-08-05 - **Platform Engineering** — Layer: practices; Postings: 5; Share: 0.125; Required: 2; Open postings: 0; First seen: 2026-04-30 - **CloudFormation** — Layer: tools; Postings: 4; Share: 0.1; Required: 4; Open postings: 0; First seen: 2026-07-17 - **Go** — Layer: languages; Postings: 4; Share: 0.1; Required: 4; Open postings: 0; First seen: 2026-08-05 - **Helm** — Layer: tools; Postings: 4; Share: 0.1; Required: 4; Open postings: 0; First seen: 2026-07-28 - **Jenkins** — Layer: tools; Postings: 4; Share: 0.1; Required: 4; Open postings: 0; First seen: 2026-07-17 - **LLM Guardrails** — Layer: practices; Postings: 4; Share: 0.1; Required: 4; Open postings: 0; First seen: 2026-04-30 - **MLFlow** — Layer: cloud; Postings: 4; Share: 0.1; Required: 4; Open postings: 1; First seen: 2026-08-12 - **Machine Learning** — Layer: practices; Postings: 4; Share: 0.1; Required: 4; Open postings: 1; First seen: 2026-08-05 - **Node JS** — Layer: languages; Postings: 4; Share: 0.1; Required: 4; Open postings: 0; First seen: 2026-04-30 - **Redis** — Layer: data; Postings: 4; Share: 0.1; Required: 4; Open postings: 0; First seen: 2026-07-21 - **Text-to-Speech** — Layer: practices; Postings: 4; Share: 0.1; Required: 4; Open postings: 0; First seen: 2026-04-30 - … 141 more in the JSON form ## Changes ### First appeared - **LoRA** — First seen: 2026-09-08 - **PEFT** — First seen: 2026-09-08 - **NLP** — First seen: 2026-08-19 - **Computer Vision** — First seen: 2026-08-19 - **DVC** — First seen: 2026-08-19 - **ETL/ELT** — First seen: 2026-08-19 - **Keras** — First seen: 2026-08-19 - **LLMOps** — First seen: 2026-08-19 ### Rising - **Kubernetes** — Share from: 38; Share to: 61 - **Rest API** — Share from: 5; Share to: 22 - **NLP** — Share from: 0; Share to: 17 - **AI Agents** — Share from: 24; Share to: 39 - **Anthropic** — Share from: 24; Share to: 39 - **Go** — Share from: 5; Share to: 17 - **MLFlow** — Share from: 5; Share to: 17 - **Machine Learning** — Share from: 5; Share to: 17 ### Falling - **Amazon EC2** — Share from: 24; Share to: 0 - **JavaScript** — Share from: 24; Share to: 0 - **Amazon S3** — Share from: 33; Share to: 11 - **Platform Engineering** — Share from: 19; Share to: 0 - **AWS Bedrock** — Share from: 29; Share to: 11 - **Claude** — Share from: 24; Share to: 6 - **Terraform** — Share from: 33; Share to: 17 - **LLM Guardrails** — Share from: 14; Share to: 0 ## Similar stacks - [FactSet](https://alion.io/company/factset/technologies) — Shared technologies: 123 - [Tiger Analytics](https://alion.io/company/tigeranalytics/technologies) — Shared technologies: 129 - [Sarvam AI](https://alion.io/company/sarvam-ai/technologies) — Shared technologies: 117 - [LexisNexis](https://alion.io/company/lexisnexis-legal/technologies) — Shared technologies: 120 - [Ekfrazo Technologies](https://alion.io/company/ekfrazo-technologies-private-limited/technologies) — Shared technologies: 120 - [Fractal](https://alion.io/company/fractal-analytics/technologies) — Shared technologies: 135 - [Tekion](https://alion.io/company/tekion/technologies) — Shared technologies: 115 - [Proofpoint](https://alion.io/company/proofpoint/technologies) — Shared technologies: 113 --- [Page](https://alion.io/company/aivar-innovations/technologies) · [JSON](https://alion.io/company/aivar-innovations/technologies.json) Source: Alion (alion.io), 2026-11-13. 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