{"company":{"id":29639,"name":"MakinaRocks","domain":"makinarocks.ai","url":"https://alion.io/company/makinarocks"},"answer":"MakinaRocks builds mostly with Python, Go, SQL. Its stack also includes Kubernetes, Runway, PyTorch, PoC Library. Kubernetes is named in 9 of the 13 job postings MakinaRocks published in the last 12 months (69%). Counted by Alion from the job postings of MakinaRocks, updated Oct 2, 2026.","window_days":365,"postings_analysed":13,"open_postings":13,"technologies_in_use":59,"modernity_score":80,"ai_adoption":true,"technologies":[{"name":"Kubernetes","layer":"cloud","postings":9,"share":0.6923,"required":9,"open_postings":9,"first_seen":"2026-05-13","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":5,"share":0.3846,"required":5,"open_postings":5,"first_seen":"2025-07-14","last_seen":"2026-10-01","median_stated_pay_usd":null},{"name":"Runway","layer":"cloud","postings":5,"share":0.3846,"required":5,"open_postings":5,"first_seen":"2026-05-13","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":4,"share":0.3077,"required":4,"open_postings":4,"first_seen":"2025-07-14","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":4,"share":0.3077,"required":4,"open_postings":4,"first_seen":"2026-05-13","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":4,"share":0.3077,"required":4,"open_postings":4,"first_seen":"2025-07-14","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":3,"share":0.2308,"required":3,"open_postings":3,"first_seen":"2026-06-15","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"PyTorch","layer":"frameworks","postings":3,"share":0.2308,"required":3,"open_postings":3,"first_seen":"2025-12-05","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"ArgoCD","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-06-19","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-23","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-06-15","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"GitHub","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-06-15","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-06-19","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Istio","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-06-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Keycloak","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-06-19","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"LLMOps","layer":"practices","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-06-19","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-06-15","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"PoC Library","layer":"frameworks","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-28","last_seen":"2026-09-29","median_stated_pay_usd":null},{"name":"Quantization","layer":"practices","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2025-12-05","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2025-07-14","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2026-09-21","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"VLM","layer":"ai","postings":2,"share":0.1538,"required":2,"open_postings":2,"first_seen":"2025-07-14","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":2,"share":0.1538,"required":1,"open_postings":2,"first_seen":"2026-06-15","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"TensorFlow","layer":"frameworks","postings":2,"share":0.1538,"required":1,"open_postings":2,"first_seen":"2025-12-05","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Argo Workflows","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"CloudFormation","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"Data Augmentation","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Few-Shot Learning","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-08-10","last_seen":"2026-08-10","median_stated_pay_usd":null},{"name":"Fine-tuning","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2025-07-14","last_seen":"2026-03-19","median_stated_pay_usd":null},{"name":"GCP","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"Gateway API","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-19","last_seen":"2026-06-19","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Gitea","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Go","layer":"languages","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-23","last_seen":"2026-09-23","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-19","last_seen":"2026-06-19","median_stated_pay_usd":null},{"name":"Hugging Face","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2025-12-05","last_seen":"2025-12-05","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"Kubeflow","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"LDAP","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"LiteRT","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2025-12-05","last_seen":"2025-12-05","median_stated_pay_usd":null},{"name":"MLFlow","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"ONNX","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2025-12-05","last_seen":"2025-12-05","median_stated_pay_usd":null},{"name":"Playwright","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"Post-training","layer":"practices","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2025-12-05","last_seen":"2025-12-05","median_stated_pay_usd":null},{"name":"SIEM","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"Scikit-learn","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"Selenium","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"TFLite","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2025-12-05","last_seen":"2025-12-05","median_stated_pay_usd":null},{"name":"Triton","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"Triton Inference Server","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-23","last_seen":"2026-06-23","median_stated_pay_usd":null},{"name":"XGBoost","layer":"frameworks","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-06-15","last_seen":"2026-06-15","median_stated_pay_usd":null},{"name":"gRPC","layer":"tools","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-21","last_seen":"2026-09-21","median_stated_pay_usd":null},{"name":"vLLM","layer":"cloud","postings":1,"share":0.0769,"required":1,"open_postings":1,"first_seen":"2026-09-28","last_seen":"2026-09-28","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"PoC Library","first_seen":"2026-09-28"},{"name":"CI/CD","first_seen":"2026-09-23"},{"name":"Rest API","first_seen":"2026-09-21"},{"name":"ArgoCD","first_seen":"2026-06-19"},{"name":"GitOps","first_seen":"2026-06-19"},{"name":"Istio","first_seen":"2026-06-19"},{"name":"Keycloak","first_seen":"2026-06-19"},{"name":"LLMOps","first_seen":"2026-06-19"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"LG AI Research","url":"https://alion.io/company/lg-ai-research/technologies","shared_technologies":37},{"name":"IDFC FIRST Bank","url":"https://alion.io/company/idfcfirst/technologies","shared_technologies":37},{"name":"Satori Analytics","url":"https://alion.io/company/satori-analytics/technologies","shared_technologies":39},{"name":"Toss","url":"https://alion.io/company/viva-republica/technologies","shared_technologies":48},{"name":"AI71","url":"https://alion.io/company/ai71/technologies","shared_technologies":37},{"name":"Clarity Innovations","url":"https://alion.io/company/clarityinnovates/technologies","shared_technologies":38},{"name":"Lloyds Banking Group","url":"https://alion.io/company/lloyds-banking-group/technologies","shared_technologies":37},{"name":"VinFast","url":"https://alion.io/company/vinfastauto-com/technologies","shared_technologies":43}],"html_url":"https://alion.io/company/makinarocks/technologies","json_url":"https://alion.io/company/makinarocks/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-10-02T19:41:05Z","generated_at":"2026-10-03T01:00:53Z"}}