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How much do open ended jobs pay per hour?

As of Jun 15, 2026, the average hourly pay for open ended in the United States is $30.82, according to ZipRecruiter salary data. Most workers in this role earn between $20.67 and $33.89 per hour, depending on experience, location, and employer.

How to make $80,000 a year without a degree?

Jobs such as commercial truck driver, sales representative, or skilled trades worker can pay $80,000 or more annually without requiring a college degree. Success often depends on gaining relevant skills, certifications, and experience, and working in industries with high demand and competitive wages.

What are open ended jobs?

Open ended jobs refer to positions that do not have a predetermined end date or fixed term. These roles are typically ongoing, allowing employees to work for as long as their performance meets expectations and the company requires their services. Open ended jobs provide greater job security compared to temporary or contract positions, and employees often receive benefits such as health insurance and paid time off. These roles can be found in a wide range of industries and job functions.

What are common challenges faced by professionals in open-ended research or project roles?

Professionals in open-ended research or project roles often encounter challenges related to ambiguity and shifting objectives. Unlike roles with clearly defined tasks or deliverables, these positions require strong self-direction, adaptability, and problem-solving skills. Team collaboration is essential, as priorities may evolve based on new discoveries or organizational needs. It's also common to navigate uncertainty in resource allocation and to communicate progress to stakeholders who may not have a technical background.

What is an open-ended job?

An open-ended job is a position that does not have a fixed duration or specific end date, often involving ongoing responsibilities and tasks. These roles may require strong problem-solving skills, adaptability, and the ability to work independently over an indefinite period.

Did the US lose 33,000 jobs in June?

The US labor market data for June showed a decrease of approximately 33,000 jobs, according to the Bureau of Labor Statistics. Job analysts and economists interpret this as part of normal monthly fluctuations, with overall employment trends remaining positive over the longer term.

What is an Open Ended job?

An Open Ended job is a position without a fixed end date, offering long-term employment based on performance and company needs. These roles provide job security and flexibility, often allowing career growth within the organization. Unlike temporary or contract positions, Open Ended jobs typically come with full employee benefits.

How to make $10,000 a month without a degree?

Achieving a monthly income of $10,000 without a degree typically involves developing high-demand skills such as sales, digital marketing, software development, or trades like plumbing or electrical work. Many high-earning roles require experience, certifications, or self-education, and success often depends on building a strong client base or reputation, working in sales, freelancing, or starting a business.

What is the difference between Open Ended vs Customer Service Representative?

AspectOpen EndedCustomer Service Representative
Required CredentialsHigh school diploma or equivalent; sometimes additional trainingHigh school diploma; customer service training often provided
Work EnvironmentVaries; includes offices, retail, call centers, or remote workPrimarily call centers, retail stores, or online support
Industry UsageUsed across multiple industries including retail, healthcare, and techCommonly found in retail, telecom, and service sectors
Search & Comparison IntentPeople looking for general job roles with flexible tasksIndividuals seeking direct customer interaction roles

Open Ended roles typically involve versatile tasks across various industries, requiring basic qualifications and flexible work environments. Customer Service Representatives focus on direct customer interaction, often in call centers or retail settings, with similar credential requirements. Understanding these differences helps job seekers find roles aligned with their skills and preferences.

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What states have the most Open Ended jobs? States with the most job openings for Open Ended jobs include:
What job categories do people searching Open Ended jobs look for? The top searched job categories for Open Ended jobs are:

Research Scientist- Reinforcement Learning (Open-Endedness)

Brahma Consulting Group

Mundelein, IL • On-site

Other

This job post has expired today. Applications are no longer accepted.


Job description

Member Technical Staff- Reinforcement Learning & Open-Ended Learning. Full-time, permanent opportunity in San Francisco.


We're representing an early-stage applied research lab building AI capable of open-ended learning, systems that keep getting better by discovering their own goals rather than optimizing ones we hand them


What you'll do:

  • Develop RL methods for agents that discover useful objectives, tasks, and curricula without relying entirely on human-specified rewards
  • Design systems for open-ended learning including unsupervised / automated environment design, asymmetric self-play, and intrinsic motivation
  • Build training loops where agents learn from interaction, exploration, novelty, competence progress, self-generated challenges, or other nonstandard reward signals
  • Investigate how agents can avoid collapsing into trivial, degenerate, or easily exploitable objectives
  • Own and develop a research agenda end to end — from identifying promising directions, to running experiments, to communicating results


What we're looking for

  • 5+ years in reinforcement learning research (PhD and academic years count).
  • Strong RL fundamentals, with exposure to one or more of: open-endedness, quality-diversity methods, intrinsic motivation, self-play, multi-agent RL, or goal-conditioned RL.
  • Proficiency in Python and modern ML frameworks (PyTorch and/or JAX)
  • A track record of research output and/or shipping research-grade code.
  • High agency and comfort operating in an early-stage, fast-moving research environment.


Nice to have

  • Experience with LLM post-training and/or coding agents.
  • Familiarity with population-based training, POET, or related open-ended / evolutionary approaches
  • Publications at top venues (NeurIPS, ICML, ICLR, GECCO, RLC, or similar).