{"company":{"id":3801259,"name":"Mclarenss","domain":"mclarenss.com","url":"https://alion.io/company/mclarenss"},"answer":"Mclarenss builds mostly with Python, C#, SQL. Its stack also includes .NET, AWS, Milvus, Weaviate. Python is named in 3 of the 6 job postings Mclarenss published in the last 12 months (50%). Counted by Alion from the job postings of Mclarenss, updated Sep 27, 2026.","window_days":365,"postings_analysed":6,"open_postings":6,"technologies_in_use":76,"modernity_score":85,"ai_adoption":true,"technologies":[{"name":"CI/CD","layer":"practices","postings":3,"share":0.5,"required":3,"open_postings":3,"first_seen":"2026-04-13","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":3,"share":0.5,"required":2,"open_postings":3,"first_seen":"2026-05-27","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":".NET","layer":"cloud","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-04-13","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-04-13","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"C#","layer":"languages","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-04-13","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-04-13","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"JAX","layer":"frameworks","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-05-27","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-04-13","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-05-27","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Transformers","layer":"frameworks","postings":2,"share":0.3333,"required":2,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Milvus","layer":"data","postings":2,"share":0.3333,"required":1,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Weaviate","layer":"data","postings":2,"share":0.3333,"required":1,"open_postings":2,"first_seen":"2026-09-15","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"API Gateway","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-04-13","last_seen":"2026-04-13","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-04-13","last_seen":"2026-04-13","median_stated_pay_usd":null},{"name":"Active Directory","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-01-13","last_seen":"2026-01-13","median_stated_pay_usd":null},{"name":"Amazon EC2","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-04-13","last_seen":"2026-04-13","median_stated_pay_usd":null},{"name":"Amazon ECS","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-04-13","last_seen":"2026-04-13","median_stated_pay_usd":null},{"name":"Amazon EKS","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-04-13","last_seen":"2026-04-13","median_stated_pay_usd":null},{"name":"Amazon S3","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-04-13","last_seen":"2026-04-13","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-05-27","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"Azure DevOps","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-05-27","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"DPO","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Data Augmentation","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-05-27","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"Delta Lake","layer":"data","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-05-27","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"DynamoDB","layer":"data","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-04-13","last_seen":"2026-04-13","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-05-27","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-05-27","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-05-27","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Great Expectations","layer":"tools","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-05-27","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-04-13","last_seen":"2026-04-13","median_stated_pay_usd":null},{"name":"Incident Management","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-01-13","last_seen":"2026-01-13","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"LoRA","layer":"ai","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"NLP","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"ONNX","layer":"tools","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"PEFT","layer":"ai","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"Reranking","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"SFT","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-18","last_seen":"2026-09-18","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-05-27","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"Spark","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-05-27","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"Synthetic Data","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"TensorBoard","layer":"tools","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"TensorRT","layer":"tools","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Text-to-Speech","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Transfer Learning","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"VPN","layer":"practices","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-01-13","last_seen":"2026-01-13","median_stated_pay_usd":null},{"name":"Weights & Biases","layer":"cloud","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-05-27","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"pySpark","layer":"tools","postings":1,"share":0.1667,"required":1,"open_postings":1,"first_seen":"2026-05-27","last_seen":"2026-05-27","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-04-13","last_seen":"2026-04-13","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-04-13","last_seen":"2026-04-13","median_stated_pay_usd":null},{"name":"DeepSpeed","layer":"frameworks","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"FAISS","layer":"frameworks","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"FSDP","layer":"frameworks","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Speech Recognition","layer":"practices","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-09-15","last_seen":"2026-09-15","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":1,"share":0.1667,"required":0,"open_postings":1,"first_seen":"2026-04-13","last_seen":"2026-04-13","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"JAX","first_seen":"2026-09-15"},{"name":"PyTorch","first_seen":"2026-09-15"},{"name":"TensorFlow","first_seen":"2026-09-15"},{"name":"Transformers","first_seen":"2026-09-15"},{"name":"Milvus","first_seen":"2026-09-15"},{"name":"Weaviate","first_seen":"2026-09-15"},{"name":"Python","first_seen":"2026-05-27"},{"name":"Jenkins","first_seen":"2026-05-27"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"EXL","url":"https://alion.io/company/exl/technologies","shared_technologies":48},{"name":"Jinendra infotech pvt","url":"https://alion.io/company/jinendra-infotech-pvt/technologies","shared_technologies":52},{"name":"Publicis Sapient","url":"https://alion.io/company/publicissapient-2/technologies","shared_technologies":49},{"name":"Meraki Labs","url":"https://alion.io/company/meraki-labs/technologies","shared_technologies":48},{"name":"https://www.linkedin.com/company/hire3-global/","url":"https://alion.io/company/httpswww-linkedin-comcompanyhire3-global/technologies","shared_technologies":51},{"name":"Orcapod Consulting Services","url":"https://alion.io/company/orcapod-consulting-services/technologies","shared_technologies":50},{"name":"Optum","url":"https://alion.io/company/optum/technologies","shared_technologies":49},{"name":"FUNIC TECH PRIVATE LIMITED","url":"https://alion.io/company/funic-tech-private-limited/technologies","shared_technologies":51}],"html_url":"https://alion.io/company/mclarenss/technologies","json_url":"https://alion.io/company/mclarenss/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-27T22:45:50Z","generated_at":"2026-09-28T06:40:44Z"}}