Top 10 skills for chemical engineers in 2025

P&ID

[{"selector":"#anim-e0269313-b359-468c-9f9c-5275f7dbd5dc [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(-31.240568296631277%, 0, 0)","translate3d(0%, 0, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] [{"selector":"#anim-bf66b401-fe12-4827-8dfb-5a2d8e5863ea","keyframes":{"transform":["translate3d(99.57081%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-59731488-e20c-40f4-b29d-268fba7ec689","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-32f973d5-6509-41ee-811c-dd7d3429502e","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}] P&ID

PFD

[{"selector":"#anim-63e3b207-b723-4728-9c3c-fe3ad4c2f6d0","keyframes":{"transform":["translate3d(99.57081%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-26ff5f4b-6a23-43c2-82a9-5d844dca4d2d","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-4ae20dfc-277f-434e-b86c-98f9ab02b673","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}] [{"selector":"#anim-689c22e4-596d-4ba1-9e4c-18f5e437c2a3 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(-31.249999886225726%, 0, 0)","translate3d(0%, 0, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] P&ID

Energy Balance

[{"selector":"#anim-68dfc13b-eb3c-4dc6-b91b-9d56a057dc52","keyframes":{"transform":["translate3d(91.02990%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-8ae80dfc-c180-46ad-81eb-aef57bd57c98","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-26f9bbd9-a044-44fb-b7f6-9fcee4229db8","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}] [{"selector":"#anim-564a1559-a6b0-43c7-a01d-14a5046bc479 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate(0%, 0%) scale(1.5)","translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] P&ID

Material Balance

[{"selector":"#anim-055d29eb-f967-4fa0-821c-20e5ac30e7e5","keyframes":{"transform":["translate3d(91.02990%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-b6b905db-96af-4e41-a2b9-767c5d4167c2","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-294c52c7-412b-47b5-bda8-84c529e0ffbe","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}] [{"selector":"#anim-1a0a6a47-7ac6-4445-9d81-ccafe9c79d91 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(-21.874999829338588%, 0, 0)","translate3d(0%, 0, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] P&ID

Process Simulation

[{"selector":"#anim-43896f83-1dd1-4288-8814-9ac062034c98","keyframes":{"transform":["translate3d(91.02990%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-a830e20c-9c3a-40e7-ac40-f4c2c0a84fbf","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-1b91424d-c154-4e3f-b78f-5159e7a9a38d","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}] [{"selector":"#anim-e82896e3-06d8-4e51-9986-d48d3577a82d [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(31.254881427520647%, 0, 0)","translate3d(0%, 0, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"both"}] P&ID

AI & Machine Learning

[{"selector":"#anim-c2a6c1fc-1015-488a-9725-ff6c6e4bbea4","keyframes":{"transform":["translate3d(80.39867%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-a598be4d-8706-4afe-a382-b5b216ebbe01","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-a5f45065-4afd-44b8-b906-fdff55cf0b28","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}] [{"selector":"#anim-24c446c6-7025-4a7b-abb5-a12feb9f0fda [data-leaf-element=\"true\"]","keyframes":{"transform":["translate(0%, 0%) scale(1.5)","translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] P&ID

Safety

[{"selector":"#anim-87cc16cc-9f32-411f-a5fc-2f72d0c9b0aa","keyframes":{"transform":["translate3d(80.39867%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-95cdd9fe-4fb7-4e7c-bc46-ec8428a0f3cb","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-96ef9ae5-12e7-45b5-97b4-0e0ced6596a7","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}] [{"selector":"#anim-3bc3e8cf-8222-4629-b130-4236056b0f4d [data-leaf-element=\"true\"]","keyframes":{"transform":["translate3d(-12.499999772451451%, 0, 0) translate(-25%, 0%) scale(1.5)","translate3d(0%, 0, 0) translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"fill":"forwards"}] P&ID

Project Management

[{"selector":"#anim-e9abdf00-3377-4eeb-97e4-618006dcf87b","keyframes":{"transform":["translate3d(100.66446%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-2507415d-f85b-4fa5-824c-ef409dfe3ee2","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-66117602-52e0-4713-a7fa-cb6b23c6b922","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}] [{"selector":"#anim-9a2d0b9c-5b84-491c-8066-22f658e48054 [data-leaf-element=\"true\"]","keyframes":{"transform":["translate(0%, 0%) scale(1.5)","translate(0%, 0%) scale(1)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(.3,0,.55,1)","fill":"forwards"}] P&ID Learn more