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In today’s technologically driven world, the demand for deep learning engineers is skyrocketing. Companies are increasingly seeking these professionals to handle complex tasks, extract valuable insights from data, and create innovative AI-powered solutions. The rise of remote work has also expanded the pool of available talent, making it possible for organizations to hire deep learning experts from around the globe.
However, building a high-performing remote team of deep learning engineers presents its own unique set of challenges. From identifying the right skills to ensuring seamless collaboration, it requires a strategic approach and a keen understanding of the remote work landscape. One company that has done particularly well in this area is TurnKey Labs, a staff augmentation company from Silicon Valley that offers excellent offshoring services.
Deep learning engineers are crucial assets in today’s data-centric world. They bring a valuable mix of skills that include knowledge of programming languages such as Python and TensorFlow, the ability to build and test neural networks, and a deep understanding of data science and machine learning.
Given the complexity and specialization of their role, deep learning engineers often command high salaries. According to Glassdoor, the average salary for a deep learning engineer in the US stands at just over 12,800 as of 2023. However, it’s important to note that salary can vary based on experience, location, and the complexity of the role.
In contrast, hiring deep learning engineers offshore from regions with lower living costs, such as Eastern Europe and Latin America, can be a more cost-effective option. Despite the lower average salaries, professionals in these regions often possess the same high-level skills and experience as their American counterparts. This makes nearshoring an excellent strategy for businesses looking to reduce costs while still accessing top-tier talent.
So what is nearshoring? Nearshoring, a first cousin of offshoring, refers to the practice of transferring software development to a location in close proximity to your company’s base of operations. The key advantage nearshoring has over offshoring is better timezone overlap for effective communication.
Identifying the right deep learning engineer requires a blend of technical assessments and behavioral questions. Technical questions can evaluate a candidate’s understanding of deep learning concepts and their ability to apply these in real-world scenarios. Some examples of technical questions include:
Meanwhile, behavioral questions can provide insights into a candidate’s problem-solving skills, adaptability, and their ability to work in a team. Here are a few examples:
At TurnKey Labs, we’ve honed our hiring process to ensure we’re recruiting only the best deep learning engineers for our clients. The hiring process is streamlined to be effective yet rigorous. It consists of:
While using remote workers or offshoring offers many benefits, it can also present certain challenges. Communication issues, time zone differences, and maintaining productivity are some common hurdles.
That’s where TurnKey Labs comes in. As a team, we have extensive experience in helping clients navigate the nuances of hiring dedicated, remote deep-learning/ML engineers. We understand the challenges involved in the process, and that’s why we’re here to help.
We implement strategies and use tools to help our dedicated development teams navigate these challenges.
For instance, we leverage tools like Slack for real-time communication and Zoom for video conferencing. We also employ agile methodologies and project management tools like Jira to ensure work is tracked and deadlines are met. Moreover, we encourage regular virtual team bonding activities to foster team cohesion and engagement.
Once you’ve onboarded deep learning engineers, it’s crucial to focus on retention strategies. That’s why TurnKey puts retention first. By focusing on retention, we have built a stable and loyal workforce, which helps attract and retain top deep learning engineers.
Key Performance Indicators (KPIs) are metrics or values used to measure the contributions of each member on your deep learning team, and how these contributions stack up to meet the overall business requirements of your software product, and can help gauge the job satisfaction and performance of your team members.
At TurnKey Labs, we track several KPIs such as project delivery timelines, quality of work, and individual contribution to team goals. We also pay close attention to feedback from regular employee engagement surveys and one-on-one check-ins. By monitoring these KPIs, we’re able to identify areas for improvement and implement initiatives that promote a positive work environment.
Addressing FAQs is a key part of our recruitment process at TurnKey Labs. It’s important for prospective engineers to feel comfortable and clear about the job expectations, work culture, and specifics of remote work. Here are some common questions and our responses:
Building a remote team of deep learning engineers is a complex but rewarding endeavor. It requires a careful balance of identifying the right skills, streamlining the hiring process, and fostering a supportive work environment. By understanding the key considerations in this process, you can unlock the full potential of your remote team and drive your organization’s success.
As Steve Jobs once said, “Great things in business are never done by one person; they’re done by a team of people.” And with the help of an offshoring partner like TurnKey Labs, you’ll be well-equipped to assemble and manage your dream team, no matter where they are in the world.
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