How to Find Skillful ML Engineers for Boosting Your Business

StrategyDriven Talent Management Article | How to Find Skillful ML Engineers for Boosting Your Business

Artificial Intelligence (AI) has already become an important part of technology. New technologies that are being introduced now will work better because of this. People have started to learn more about it. They research how it can help them with their businesses and their products.

Machine learning is one of the categories under AI. This is more focused on checking the data and the algorithm. This is to ensure that machines can learn information the same way that humans process the data that they get.

This is a bit complex which is why the ML engineer has started to become more in demand. People who specialize in machine learning are adept at teaching machines how to make predictions. Machines can be taught how to make classifications based on the data that will be given to them.

Insights About Machine Learning Can Boost Businesses

Assumptions and decisions can be made based on the information that data will provide. The data can only be properly analyzed with the help of ML engineers. The information will give them insights into the following:

  • What they need to offer to gain more customers.
  • What they need to work on so that they can retain their customers.
  • Come up with new features that will make their customers more loyal to their brands and products.

The data available from various sources have grown exponentially over the past years. It is expected to grow even more in the years to come. ML engineers can figure out what the most important aspects are depending on your business type.

Areas Where Machine Learning is Needed

Machine learning is being used more often than most people think. Whenever you search for something online using keywords, this uses machine learning. There are email filters that are available so that you will not get spammed with emails that you do not need.

Machine learning is going to be available in these areas:

  1. Image Recognition – Some images will be properly labeled and recognized by the machine whenever they see something that is similar. This can make it easier for machines to recognize faces especially if you are tagging someone on social media. 3D bounding box annotation can be very helpful to make image recognition more accurate.
  2. Speech Recognition – Have you ever wondered how the things that you say when you’re using your mobile phone can be translated using some apps? This is just one of the many things that remote machine learning developers are constantly working on.
  3. Help with Medical Diagnosis – The field of medicine will always need help to make a faster diagnosis. Machines can start to decipher the patterns depending on the symptoms that are encoded. It can also analyze different fluids and images faster.

There are still other areas where machine learning is being used. In the finance world, some machines are meant to check if transactions are genuine. Consultants that specialize in machine learning consulting can tell if some fraudulent transactions are attempting to go through machines.

Where to Find the Right ML Specialist?

You can go online and become overwhelmed with all the available details. You can narrow down your search by looking for something specific. Let us say that you want to find a nodejs developer who has proper knowledge about using 3D bounding box annotation and 2D bounding box annotation service. The more specific the skillset that you are looking for, the easier it will be to find the right people to hire.

  • Find some freelancers online – Websites are available where you can post the job description plus the skills that you are looking for. Freelancers can apply through the job posting. You can also find qualified freelancers on your own accord.
  • Contact a reputable company – Some companies already have ML developers who have worked on other projects for different companies. These developers and Node.js programmers are constantly trained. They can keep up with the latest trends. They also have the means to improve their skills.
  • Recommendations – You can let your employees recommend some people to work for you. They will get a commission if the person that they recommended gets hired. Your employees will feel that their efforts are being rewarded. This can increase their loyalty to the company.

Remember that you cannot just hire random ML developers to work for you. You need to find professionals with the right skillset depending on the product that you are developing. You can choose depending on what your business needs.


Hiring the best engineers will make a difference in how well you can create the right products and services. Hopefully, you have learned enough to be convinced why the skills of ML engineers can effectively boost your business.

5 Companies That Hire For Hybrid Jobs

StrategyDriven Talent Management Article | 5 Companies That Hire For Hybrid JobsQualified talented developers are keenly interested in remote jobs due to the prominent features that impress all of us a lot and we readily accept them for a bright future. Remote jobs Los Angeles is an example of such remote jobs that lead employees to a perfect path that directly goes to their destination. Not only potential developers but also companies are inspired by remote job benefits and have become fans of them plus are making development by following their latest new models such as nearshore software development, hybrid jobs, etc, and enjoy stress-free days while saving heavy amounts in the accounts. Owners have understood that employees face a load of work that tenses them so they hire nearshore developers to share their work burden to a great extent. Additionally, such hiring makes employee’s life easy and cozy.

What are hybrid jobs?

These are the jobs in which hired employees to go to the office for some specific days otherwise stay at home and perform duties while practicing flexible schedules. Employees feel satisfied and prove themselves productive in such jobs.

Pros of hybrid jobs

Here are a few pros of hybrid jobs which make them ideal.

  1. Talented developers are hired.
  2. Better consumption of time.
  3. Employees are satisfied.
  4. Large amounts are saved.
  5. New creative things become part of personality.
  6. Employees work for the welfare of the firms.
  7. Flexible schedules create motivation in employees.

Cons of hybrid jobs

There are some negative points with all work models as nothing is flawless so there are some drawbacks of hybrid work which can be controlled with clever stradegies.

  1. Proper collaboration is not possible.
  2. Schedules are not followed completely.
  3. It is not good for all types of industries.

5 companies that hire for hybrid jobs

Large companies in various fields hire for hybrid jobs and make the best use of experienced developers for their projects. some are discussed here.

1. Robert Half International

It is well-admired as the biggest recruiting firm in the UK that works like a bridge between developers and employers to fulfilling vacant seats in various sections. Whenever companies need developers for hybrid jobs they contact it to find reasonable candidates. All types of jobs full-time, permanent, and temporary are easily accessible here. Their team is ready to handle issues occurring during the hiring process.

2. United Health Group

United health group presents part-time and full-time hybrid remote jobs for talented employees. They aim to assist candidates in finding excellent remote jobs in other highly recommended locations. They work with reputed employers and partners plus supply them with guidance for hiring employees for hybrid jobs. Their hired candidates for hybrid jobs enjoy perfect salaries and other packages that make life comfortable.

3. Kelly

Kelly is an ideal place that enables you to get access to attractive hybrid jobs and employ candidates who are eligible for vacant positions and can be adjusted in the company while understanding all policies and work procedures. They provide suggestions and guidelines in case of difficulties in hiring ways. It is one of those companies that are popular for such hybrid jobs which suit our lifestyle and help to improve our standards of living.

4. Thermo Fisher Scientific

Thermo fisher scientific working in 60 locations around the world hires developers for hybrid jobs in multiple departments. They offer such jobs which are loaded with decent salaries, elegant benefits, and higher salary packages. They also recommend top-talented employees for large companies and enable them to make their careers in well-established firms. All potential developers desire to work in it and wish to have a chance for making money.

5. Verizon

Verizon was established in 2018 and is known as an award-winning company that hires developers who are reasonable for vacant hybrid jobs. They also suggest to employers proper ways that are useful for the hiring procedure. plus attach many attractive benefits with jobs to drag talented employees. countless hybrid jobs are obtainable here easily for interested candidates. Whenever they upload job posts they receive a great number of applications.

In a nutshell, many companies hire for hybrid jobs and pay attention to recruiting those who have a great match with them and can understand the nature of the work successfully.

Crucial Stages of Employee Onboarding for New Hires

StrategyDriven Talent Management Article |Employee Onboarding|Crucial Stages of Employee Onboarding for New HiresEmployee onboarding is a human resource process as well as a new hire experience. For HR teams, onboarding new hires is a complex workflow requiring input and action from different departments. For new employees, the onboarding process unfolds for many months and sets new employees for long-term success. This post looks at the crucial stages of onboarding new employees.

Stage 1: Pre-Onboarding

This is the first stage of onboarding, beginning immediately when a candidate accepts a job offer and continues after joining an organization. During pre-boarding, the offer letter is signed by the new employee, plans for onboarding are scheduled and new relationships are formed.

The new employee will likely have many requests and questions as they get ready for their first day with the organization. Remember that most employees will be finalizing their exit with their current employer at this stage. If they need to relocate to somewhere close to their new place of work, ask if they need help finding a house. You could also send them a document or video briefing them on how the company works and what to expect on their first day.

Stage 2: New Hire Orientation

The second stage of onboarding new hires is marked by the first day of reporting to work. Depending on the role of the new hire and the organization, phase two can last between a couple of days to a few weeks.

This phase is structured and aimed at ensuring new employees understand company policies and the organizational structure. Multiple onboarding workflows take place at the same time during this phase. They include issuing equipment, payroll, benefits enrollment and IT setup. More workflows may be going on depending on the employee’s role and organization policies.

Phase two also includes initial training sessions to help the person understand how the organization operates. The employee will familiarize themselves with tools, processes and learn about policies and procedures that are universal for all employees.

Stage 3: Role Specific Training

With formal training, an employee will have a clear picture of what it takes to thrive. A well crafted training plan helps the employee to feel welcome, and shows that the employer cares about their growth. The first step to role specific training is to familiarize the employee with the company’s learning management system. The employer should explore different types of learning techniques such as:

  • Self-paced learning
  • Blended learning
  • Micro learning

The new hires should select the style that they feel more comfortable with. All the materials for onboarding training should be kept in a safe place where anyone can access easily and refer to any time.

Stage 4: Transition to the New Role

The last stage of onboarding is designed to help transition from a new hire to fully employed. Managers should set clear expectations for the new team members for them to know and understand what is expected from them, and their responsibilities. They should also set goals to help new team members to visualize what quality, productivity and success looks like. Every manager should familiarize themselves with onboarding new hires and what are the 4 phases of onboarding.


Onboarding is an important part of a company that needs to be managed carefully. It helps new hires to adapt to company culture, work ethics, and values. The above stages will assist you in onboarding and blending new hires into your organization.

8 Strategies for Training New Employees

StrategyDriven Talent Management Article |Training New Employess|8 Strategies for Training New EmployeesEvery company has different policies for management and training of new employees. While some think that employees will learn as they go, others provide extensive training at the beginning of their new employees’ career. Whenever new employees join an organisation, there is a lag time between their joining and their actual contribution to the workplace. Utilising this time appropriately can make a significant difference in the performance of the employees.

A well-planned employee training programme can help new employees learn about the business objectives, corporate policies, department structures, operating procedures, work culture and employee roles and responsibilities. Different employees have different learning capacities. Thus, while creating an employee training programme care must be taken to address the various needs of your employees. To help you with this, we have compiled a list of 8 strategies using which you can teach your new employees the skills required to efficiently accomplish their tasks.

1. Leverage modern tools and automation

Due to the growing use of technology, both fresh graduates and experienced professionals depend on different tools for monotonous tasks. Before the induction of your new employees, make sure to leverage modern tools and automation at your workplace. Although it is a great idea to know all the processes manually, asking new employees to spend time on repetitive tasks is likely to make them lose interest.

In case, you do not have the budget to spend on hi-tech tools, then try to add some free tools like a grammar checker, a project management software, a customer relationship tool or a time management tool. Using these tools will show that you are keen on the use of technology and support new employees to use innovation and creativity. These tools will not only streamline processes, but will also give new employees more time to focus on training and learning new aspects of their job.

2. Create a checklist

During the onboarding process, it might get difficult for the hiring team to analyse the progress of every new employee. Using a dedicated checklist can make it simple to know the progress of your employees. In your training checklist, you can include all the skills that are needed for the job role. Once your employees start their training, plan multiple assessments at the completion of every session. After analysing the skills gained during the training, you can grade your employees to see if their skills match the benchmark set by the organisation. A checklist will also help you identify the key areas of improvement for different employees. Based on their requirements, you can provide them with a mentor to speed up their training process.

3. Allow online learning

Online learning can make it easier for new employees to access information. It is one of the most widely used methods by businesses who have a remote or hybrid workforce. With online learning, employees can pick up the necessary skills from any location. Additionally, they can learn at their own pace and go through the topics that are relevant to their job position. Due to the flexibility of online learning, employees also get an opportunity to manage their time between learning and job duties well. By integrating relevant e-learning courses into your existing programmes, you can make the most of online learning at your workplace.

4. Make it interactive

Giving your new employees a big handbook and expecting them to learn everything about the organisation and their job role might not be a good way to train new employees. To keep the employees engaged from the day of joining, create an interactive learning programme where they can learn, communicate and share their ideas. Instead of just focusing on written material or instructor-led training sessions, try to divide the training material into different formats. For example, you can use instructional videos, quizzes, flashcards or group discussions to completely involve the employees in the training.

5. Try hands-on training

Hands-on training gives employees an experiential learning opportunity where they can learn while accomplishing their job activities. With hands-on training, you can focus on the individual requirements of every employee. Additionally, you can train them to work in specific job roles that require special skills and expertise. Hands-on training is more than a one-time learning experience. It is a continuous process and allows employees to constantly learn by completing different tasks. Here, instead of spending time on studying, employees spend time observing, practicing and becoming more productive.

6. Inculcate values

The best way to keep employees associated with your organisation for a longer time is by teaching them the different organisational values that they are expected to follow during their tenure. This will ensure that their thoughts and goals are aligned with the organisation and its vision. While practical information can be collected from different resources, values can only be inculcated by demonstrating the ethics followed by the company. For example, if you can show your new employees how to deal patiently with different types of customers or how to solve an unforeseen problem without losing calm.

7. Use case studies

A case study can be a perfect example of how the techniques learnt in training can be put to use in real-time situations. You can design a case study based on the challenges faced by the employees while working on the job. Based on your experience, address these issues and suggest ways to find tangible solutions. Adding case studies to your training can make it more interactive as it will simulate the minds of the employees and they will find ways to apply their skills to solve a problem.

8. Hire professional trainers

To make the training experience more effective, consider hiring professional trainers for dedicated sessions. If case you have an in-house expert then, you can arrange these sessions under their guidance. As professional trainers are more experienced in delivering instructor-led sessions, they can make your training programme more engaging. Additionally, with their tactics, they can turn a dull and boring training session into an impactful one. This will ensure that all the employees develop a good understanding of the skills and identify ways to implement them in different job situations.

5 Ways to Improve a Recruitment Strategy

StrategyDriven Talent Management Article |Recruitment Strategy|5 Ways to Improve a Recruitment StrategyAll businesses need to have a recruitment strategy as they work towards growth and an ideal workforce. Recruitment strategies can only be carried out if tactical improvements are consistently made. Here are a few great tips for business leaders looking to reach strategic recruitment goals.

Leverage Technology

It is important to leverage all the technological advantages available to your organization if you want to develop a successful recruitment strategy. The best recruitment agency software comes with several tools to help businesses and agencies identify and manage the best candidates. Modern recruitment programs usually take the form of an ATS – Applicant Tracking Software. Applicant Tracking Software enables an organization to learn more from the pool of candidates that have interacted with job advertisements. It creates a searchable database of candidates and allows a business to sort applicants according to their attributes and qualifications.

Recruit Internally

Recruiting for senior and specialist roles from within the workforce of a company can have some distinct advantages over the hiring of outside talent. By recruiting internally, an organization makes it clear to employees that there is a pathway to career development open to them if they maintain good standards. Employees will often be more responsive to a senior recruit that is already familiar with a company’s culture. Recruiters will save a huge amount of time and money when recruiting internally. A great deal of the time spent recruiting is used for learning about potential candidates. Internal candidates will already be familiar with recruiting members of an organization. Onboarding times also shrink drastically when an employee is recruited from within.

Treat Candidates Like Customers

It is extremely important to make sure that a candidate’s impression of a company is a good one. Treating your candidates like they are customers and collaborators is usually a good way of ensuring that they feel comfortable applying and working towards their own recruitment. Listen to candidate concerns and address them appropriately. Sell the role that you want to fill by advertising unique benefits and progression pathways.

Develop Compelling Job Descriptions

Speaking of selling the role that you want to fill: your organization needs to be able to create compelling and targeted job descriptions that truly speak to your ideal candidates. Job descriptions need to be created with the ideal candidate’s interests in mind. Good workforce research is necessary to identify these interests. Keep job descriptions as concise as possible: candidates are often snowed under when trying to find work and may not have the time to read through a laborious description. Make the role of the candidate clear in the description and clarify any company benefits that they would receive if they successfully applied. Use targeted social media and job board ads to draw suitable candidates toward the job description.

Network in Person

Don’t forget how important it is to network in person. An interpersonal connection with somebody is often one of the best ways to get to grips with their suitability for a role.