# Lila Sciences - **Answer**: Lila Sciences builds mostly with Python, SQL, TypeScript, C++. Its stack also includes AWS, Kubernetes, PyTorch, FastAPI. Python is named in 89 of the 148 job postings Lila Sciences published in the last 12 months (60%). Counted by Alion from the job postings of Lila Sciences, updated Nov 12, 2026. - **Window days**: 365 - **Postings analysed**: 148 - **Open postings**: 91 - **Technologies in use**: 209 - **Modernity score**: 79 - **Ai adoption**: yes - **License**: CC BY-SA 4.0 ## Company - **Id**: 65163 - **Name**: Lila Sciences - **Domain**: lila.ai - **Url**: ## Technologies - **Python** — Layer: languages; Postings: 89; Share: 0.6014; Required: 69; Open postings: 55; First seen: 2025-10-06 - **Machine Learning** — Layer: practices; Postings: 56; Share: 0.3784; Required: 50; Open postings: 32; First seen: 2025-10-06 - **AI Agents** — Layer: practices; Postings: 44; Share: 0.2973; Required: 36; Open postings: 28; First seen: 2025-10-06 - **AWS** — Layer: cloud; Postings: 36; Share: 0.2432; Required: 28; Open postings: 18; First seen: 2025-10-06 - **Kubernetes** — Layer: cloud; Postings: 29; Share: 0.1959; Required: 24; Open postings: 15; First seen: 2025-10-06 - **LLM** — Layer: ai; Postings: 27; Share: 0.1824; Required: 19; Open postings: 20; First seen: 2025-10-06 - **PyTorch** — Layer: frameworks; Postings: 27; Share: 0.1824; Required: 19; Open postings: 14; First seen: 2025-10-06 - **CI/CD** — Layer: practices; Postings: 25; Share: 0.1689; Required: 12; Open postings: 14; First seen: 2025-10-06 - **Terraform** — Layer: tools; Postings: 21; Share: 0.1419; Required: 9; Open postings: 10; First seen: 2025-10-06 - **Multimodal AI** — Layer: practices; Postings: 20; Share: 0.1351; Required: 17; Open postings: 12; First seen: 2025-11-03 - **SQL** — Layer: languages; Postings: 18; Share: 0.1216; Required: 17; Open postings: 10; First seen: 2025-10-06 - **FastAPI** — Layer: frameworks; Postings: 16; Share: 0.1081; Required: 15; Open postings: 8; First seen: 2025-10-06 - **GitHub Actions** — Layer: cloud; Postings: 16; Share: 0.1081; Required: 3; Open postings: 8; First seen: 2025-10-06 - **TypeScript** — Layer: languages; Postings: 15; Share: 0.1014; Required: 14; Open postings: 10; First seen: 2025-10-06 - **JAX** — Layer: frameworks; Postings: 14; Share: 0.0946; Required: 13; Open postings: 6; First seen: 2025-10-06 - **Flyte** — Layer: cloud; Postings: 13; Share: 0.0878; Required: 4; Open postings: 8; First seen: 2026-05-21 - **GCP** — Layer: cloud; Postings: 12; Share: 0.0811; Required: 7; Open postings: 6; First seen: 2026-04-01 - **RAG** — Layer: practices; Postings: 12; Share: 0.0811; Required: 5; Open postings: 10; First seen: 2025-10-06 - **Prefect** — Layer: cloud; Postings: 12; Share: 0.0811; Required: 3; Open postings: 7; First seen: 2026-03-23 - **CloudFormation** — Layer: tools; Postings: 12; Share: 0.0811; Required: 2; Open postings: 5; First seen: 2025-10-06 - **LIMS** — Layer: tools; Postings: 12; Share: 0.0811; Required: 2; Open postings: 11; First seen: 2026-03-25 - **Dagster** — Layer: frameworks; Postings: 11; Share: 0.0743; Required: 3; Open postings: 7; First seen: 2026-03-23 - **Model Context Protocol** — Layer: tools; Postings: 10; Share: 0.0676; Required: 7; Open postings: 6; First seen: 2026-05-21 - **Agentic Workflows** — Layer: practices; Postings: 10; Share: 0.0676; Required: 6; Open postings: 4; First seen: 2026-02-03 - **Post-training** — Layer: practices; Postings: 9; Share: 0.0608; Required: 7; Open postings: 6; First seen: 2025-10-06 - **Pydantic** — Layer: frameworks; Postings: 9; Share: 0.0608; Required: 7; Open postings: 5; First seen: 2026-05-21 - **Function Calling** — Layer: practices; Postings: 8; Share: 0.0541; Required: 5; Open postings: 5; First seen: 2025-10-06 - **NumPy** — Layer: frameworks; Postings: 8; Share: 0.0541; Required: 3; Open postings: 5; First seen: 2025-10-06 - **LLM Evaluation** — Layer: practices; Postings: 7; Share: 0.0473; Required: 2; Open postings: 6; First seen: 2025-10-06 - **Ray** — Layer: frameworks; Postings: 7; Share: 0.0473; Required: 2; Open postings: 5; First seen: 2025-10-06 - **SciPy** — Layer: frameworks; Postings: 7; Share: 0.0473; Required: 2; Open postings: 4; First seen: 2025-10-06 - **Linux** — Layer: cloud; Postings: 6; Share: 0.0405; Required: 6; Open postings: 4; First seen: 2026-07-28 - **Fine-tuning** — Layer: practices; Postings: 6; Share: 0.0405; Required: 5; Open postings: 2; First seen: 2025-10-06 - **SolidWorks** — Layer: tools; Postings: 6; Share: 0.0405; Required: 5; Open postings: 5; First seen: 2026-07-20 - **C++** — Layer: languages; Postings: 6; Share: 0.0405; Required: 3; Open postings: 5; First seen: 2025-10-06 - **Diffusion Models** — Layer: practices; Postings: 6; Share: 0.0405; Required: 2; Open postings: 3; First seen: 2026-04-27 - **MQTT** — Layer: tools; Postings: 6; Share: 0.0405; Required: 2; Open postings: 3; First seen: 2026-05-26 - **Platform Engineering** — Layer: practices; Postings: 5; Share: 0.0338; Required: 5; Open postings: 4; First seen: 2026-06-23 - **Red Teaming** — Layer: practices; Postings: 5; Share: 0.0338; Required: 5; Open postings: 4; First seen: 2026-04-16 - **Reinforcement Learning** — Layer: practices; Postings: 5; Share: 0.0338; Required: 5; Open postings: 5; First seen: 2025-10-06 - **SFT** — Layer: practices; Postings: 5; Share: 0.0338; Required: 5; Open postings: 4; First seen: 2025-10-06 - **TensorFlow** — Layer: frameworks; Postings: 5; Share: 0.0338; Required: 5; Open postings: 2; First seen: 2025-10-06 - **Embeddings** — Layer: practices; Postings: 5; Share: 0.0338; Required: 3; Open postings: 4; First seen: 2026-04-16 - **NLP** — Layer: practices; Postings: 5; Share: 0.0338; Required: 3; Open postings: 3; First seen: 2025-11-03 - **Rest API** — Layer: tools; Postings: 5; Share: 0.0338; Required: 3; Open postings: 2; First seen: 2026-07-07 - **vLLM** — Layer: cloud; Postings: 5; Share: 0.0338; Required: 3; Open postings: 4; First seen: 2026-07-28 - **Docker** — Layer: tools; Postings: 5; Share: 0.0338; Required: 2; Open postings: 2; First seen: 2025-10-06 - **Knowledge Graph** — Layer: practices; Postings: 5; Share: 0.0338; Required: 1; Open postings: 5; First seen: 2025-11-03 - **Mixture of Experts** — Layer: practices; Postings: 5; Share: 0.0338; Required: 1; Open postings: 4; First seen: 2025-10-06 - **OCR** — Layer: practices; Postings: 5; Share: 0.0338; Required: 1; Open postings: 3; First seen: 2025-11-03 - … 159 more in the JSON form ## Changes ### First appeared - **Reranking** — First seen: 2026-10-26 - **Interpretability** — First seen: 2026-10-16 - **ROS** — First seen: 2026-10-09 - **Fusion 360** — First seen: 2026-10-09 - **Isaac Sim** — First seen: 2026-10-08 - **Motion Planning** — First seen: 2026-10-08 - **Gazebo** — First seen: 2026-10-08 - **Cell Culture** — First seen: 2026-09-29 ### Rising - **Post-training** — Share from: 2; Share to: 8 - **LLM Evaluation** — Share from: 2; Share to: 8 - **Red Teaming** — Share from: 0; Share to: 5 - **Embeddings** — Share from: 0; Share to: 5 - **ROS2** — Share from: 0; Share to: 5 - **Cell Culture** — Share from: 0; Share to: 5 - **DPO** — Share from: 0; Share to: 4 - **PPO** — Share from: 0; Share to: 4 ### Falling - **CI/CD** — Share from: 30; Share to: 5 - **Kubernetes** — Share from: 32; Share to: 11 - **Terraform** — Share from: 27; Share to: 7 - **GitHub Actions** — Share from: 23; Share to: 3 - **CloudFormation** — Share from: 20; Share to: 1 - **AWS** — Share from: 32; Share to: 16 - **SQL** — Share from: 21; Share to: 5 - **FastAPI** — Share from: 20; Share to: 5 ### Not seen 180d - **Hugging Face** — Last seen: 2026-02-03 - **Material Design** — Last seen: 2026-01-28 ## Similar stacks - [Agency for Science, Technology and Research](https://alion.io/company/a-star-edu/technologies) — Shared technologies: 154 - [Mistral AI](https://alion.io/company/mistral-ai/technologies) — Shared technologies: 128 - [Scale AI](https://alion.io/company/scale-ai/technologies) — Shared technologies: 133 - [Eli Lilly and Company](https://alion.io/company/lilly-com/technologies) — Shared technologies: 168 - [42dot](https://alion.io/company/42dot/technologies) — Shared technologies: 139 - [KLA Corporation](https://alion.io/company/kla/technologies) — Shared technologies: 163 - [Zoox](https://alion.io/company/zoox/technologies) — Shared technologies: 142 - [Applied Materials](https://alion.io/company/amat/technologies) — Shared technologies: 160 --- [Page](https://alion.io/company/lila-ai/technologies) · [JSON](https://alion.io/company/lila-ai/technologies.json) Source: Alion (alion.io), 2026-11-12. 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