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My job wouldn't exist without AI and I think it's one of the safest in tech. Here's how to land a role like mine.
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随着人工智能技术的飞速发展,机器人应用工程师这一新兴职业应运而生。文章作者Hanut Singh分享了他作为一名30岁的机器人应用工程师的职业经历,强调了AI在创造这一岗位中的关键作用。他指出,与传统工业机器人不同,AI驱动的机器人更具适应性和智能化,需要工程师具备机器人、AI以及客户沟通等多方面技能。该职位需要工程师深入客户现场,理解需求,并开发相应的智能技术解决方案。作者也分享了进入该行业的路径,包括学习机器人技术、积累客户服务经验以及不断进修AI知识,并认为这是当前科技领域中最具潜力的职业之一。

🌟 AI技术催生新型机器人工程师:Hanut Singh作为一名机器人应用工程师,其职业的出现直接得益于AI和机器学习在机器人领域的进步。与仅能执行预设程序的传统工业机器人不同,AI驱动的机器人能够适应复杂多变的环境,例如自动驾驶汽车。这需要工程师理解机器人和AI的结合,并将其应用于实际场景。

💼 机器人应用工程师的核心职责:这类工程师是AI模型与现实环境之间的桥梁,负责将AI技术转化为可部署的机器人解决方案。具体工作包括到客户现场评估需求,设计和实施空间感知等智能功能,确保机器人能在特定环境中有效运行。例如,解决仓库内机器人可能迷路的问题。

📈 职业发展与技能需求:作者在2020年毕业时,AI驱动的动态自动化岗位尚不普遍。随着行业发展,对同时具备机器人、AI知识和客户沟通能力的工程师需求日益增长。这项工作需要工程师既懂技术,又擅长与客户打交道,这使得具备双重技能的人才尤为稀缺,也推高了薪资范围,高级职位薪资可达20万美元以上。

🎓 进入行业路径与挑战:成为一名机器人应用工程师,通常需要学习机器人技术,并积累客户服务或自动化工程的实际经验。许多公司,包括作者所在的公司,倾向于招聘有传统自动化经验的毕业生,并通过内部培训来培养他们掌握AI和动态机器人技术。寻找具备直接经验的候选人是招聘中的一大挑战。

🚀 职业前景广阔且稳定:尽管AI在软件开发中承担了更多“重活”,但AI本身无法完成机器人部署工作。机器人应用工程师是AI技术落地的重要“人机协作”环节,他们理解机器人的局限与优势,并指导其工作。随着新兴机器人公司的不断涌现,对能够进行销售、部署和工程实施的专业人才需求将持续增长,预示着这是一个安全且前景看好的科技职业。

30-year-old Hanut Singh said his job wouldn't exist if AI didn't become smarter.

This as-told-to essay is based on a conversation with Hanut Singh, a 30-year-old lead robotics application engineer at Chef Robotics based in Dallas. It's been edited for length and clarity.

Before the AI revolution, we had the classical robotics scene, like the robots that make cars in factories. After the machine learning and AI boom, advanced robots emerged. For example, Teslas can now autonomously drive on the street.

As a robotics application engineer at Chef Robotics, I act as the bridge between AI models and messy real-world environments. I'm about to start my fifth year doing this work.

People always talk about how AI or robotics will take jobs, but there's a flip side to this — it created mine.

The pre- and post-AI eras needed two very different kinds of robotics engineers

In the pre-AI era, robots were hard-coded to perform the same movement over and over a thousand times a day. Any change would cause them to fail to adapt. Post-AI boom robots adapt to their environment.

Society needs engineers who understand robotics, AI, and customers. Unlike traditional robots, the new generation of robots needs constant internet access and communicates via the cloud.

If you have a warehouse with an open floor plan, the robots working there can get lost. A robotics application engineer's job is to figure out where to include these smart features, like spatial awareness. We have to go to a customer site, look at their requirements, determine what they need, and develop our smart tech accordingly.

When I graduated from my master's program, there weren't a lot of robotics roles out there

When I graduated with my master's in electrical engineering with a specialty in robotics in 2020, my first job out of school was very development-oriented. There weren't many AI-driven, dynamic automation roles in the industry yet.

While in my first role, I applied for an application engineer role at Fetch Robotics. The job posting caught my attention because the company said it wanted a robotics engineer who understands AI robotics, but in a customer-facing role, doing deployments.

Mentorship and gradual experience helped me further my career in AI

I came in confident on the engineering side and a little less confident on the sales engineering side. Thanks to the mentorship of senior applications engineers, I quickly grew into the customer-facing and sales engineering aspects of the role.

I then became a senior application engineer and later got an offer from Chef Robotics. The company was at a point where it had a product, but it didn't know how to deploy it yet. I came in as one of the company's first application engineers in 2023, and now I'm a lead application engineer.

The salary ranges for this type of job from company to company. For an application engineer, the salary can be anywhere from $120,000 to $200,000. If you become a lead or a manager, it increases even more.

My company typically hires new graduates for our robotics application engineering roles

There was no role like mine a decade ago. You need an engineer in robotics who is well-versed in AI, with the confidence of a salesperson to talk to customers. Not many candidates have both these skillsets. Another reason it gets tough is that it's a new role, so it's difficult to find someone who's experienced.

Looking back at when I got my first role as a robotics application engineer, I didn't yet have the full skill set, but the company took a chance on me. Since I've started hiring for the role, it's become clear just how difficult it is to find someone with direct experience for this type of job.

We typically end up hiring someone who has done traditional automation but not dynamic automation. Now that I've been with multiple companies, I know that what usually happens is we make a team with a few working engineers and then take recent graduates who we train into the role.

My team uses LinkedIn to scout for candidates

A lot of folks see sales and robotics in the job description and apply without understanding the role. Salesmen will apply, and hardcore roboticists will apply, so we end up scouting.

On LinkedIn, we mainly look for experienced engineers at Bay Area robotics startups. If we want recent graduates, we recruit from places like Carnegie Mellon University or Massachusetts Institute of Technology.

The best thing to do if you want to become a robotic application engineer is to study robotics, but try to get some customer-facing experience. It might not be a robotics role — you might just get into it as an automation engineer at a warehouse.

In my experience, the best way to prepare for a role like this is to get real-world experience by working as an automation engineer in a warehouse and, at the same time, gain knowledge of robotics and AI by taking courses in them.

I think this is one of the safest jobs in tech right now

At this point, everybody's heard of vibe coding, which is using AI tools to do the heavy lifting of coding software. These software teams are becoming smaller. When it comes to deploying the technology, AI cannot deploy the robots. This is a human-in-the-loop job in AI.

Robots are smart, but only when guided by someone who understands their limits and strengths. As this technology advances and new features emerge, a robotics application engineer will have more work to do.

I see the demand increase every day as new robotics companies pop up and they realize that they need someone to actually do the sales deployment and engineering to deploy these robots on-site.

If you have a career journey or AI story that you would like to share, please email this reporter, Agnes Applegate, at aapplegate@businessinsider.com.

Read the original article on Business Insider

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机器人应用工程师 人工智能 AI与就业 职业发展 自动化
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