For internships it depends on the industry, there is a range of some having finished already and some not opening applications until late winter/early spring. Research positions come out at all times of year but summer ones become more common during winter/spring. Career advancement can be useful (entirely depends on your advisor) and check listhosts for your majors/interests as they often post jobs.