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AI/ML Intern, KMS Healthcare

Company Description

 

KMS Technology was established in 2009 as a U.S.-based software services company. With development centers in Vietnam and Mexico, we have been trusted globally for the superlative quality of our software consulting & development services, technology solutions, and engineers' expertise. We pride ourselves on creating brilliant solutions for our clients by leveraging deep expertise, advanced technologies, and delivery excellence for a shared success where everyone can reach their fullest potential. With three Business Lines:

  • KMS Software: Leverage software domain expertise to help clients make better business decisions in technology platforms, increase speed-to-market, and gain critical development support through innovative technology solutions.

  • KMS Solutions: Empower BFSI businesses to embrace the digital finance revolution and expedite clients’ journey towards complete digitalization, technology consulting, data analytics, software development, and software quality.

  • KMS Healthcare: Build transformative next-gen technologies to solve healthcare’s most challenging problems, providing innovative tools and expertise to providers, payers, life sciences, and medical technology vendors.

Job Description

The Brilliant Career You Love 

Are you passionate about innovative software development and eager to sharpen your expertise every day? 

Do you dream of being part of a Great Team that creates awesome billion-dollar Software Products for U.S clients

Would you love to work in one of the Best Places to Work in Vietnam, a Top 10 ITC Company in Vietnam that invests in people development? 

If your answer is yes, we firmly believe that you will enjoy every single working day at KMS Healthcare.

This vacancy is an ideal opportunity for beginners who want to start their career on a high note. As one of our Test Engineer Interns, you will have the chance to acquire one of the hottest skills in the industry. You will receive training and work on complex systems using cutting-edge technology-based frameworks. Additionally, you will collaborate with talented Test engineers, following high standard software development practices and CI/CD processes.

As an intern at KMS Healthcare, you will have the opportunity to learn and practice a wide range of skills, including but not limited to:

  • Work with our team to research, prototype and engineer AI/ML capabilities into our product.
  • Study and transform data science prototypes
  • Design and develop machine learning systems
  • Research and Implement appropriate ML algorithms
  • Perform statistical analysis and fine-tuning using test results
  • Train and retrain system
  • Extent existing ML libraries if necessary
  • Do market research for healthcare software products of the US market such as distancing care, telehealth, chatbot health, etc.
  • Work with a solution group and product manager about marketing strategy for a health care software product.
  • Follow given procedures and instructions to produce well-designed, testable and clean code.
  • Perform other tasks assigned by the Line Manager.

Qualifications

  • Currently pursuing a degree in Computer Science/ Artificial Intelligence/ Software Engineering/ or related field with an IT background and long-term career orientation in AI/ML
  • At least 3.5 working days per week in 3-6 months of internship; with possible conversion to permanent staff after internship are preferred
  • Strong understanding of machine learning concepts, algorithms, and statistical models.
  • Proficiency in Python and ML frameworks (TensorFlow, PyTorch, Scikit-Learn)
  • Experience with data preprocessing, feature engineering, and model evaluation.
  • Hands-on experience in Generative AI is a plus
  • Knowledge of deep learning, NLP, or computer vision is a plus.
  • Upper-intermediate level of English level
  • Strong problem-solving and analytical skills
  • Collaborative mindset and ability to work well in teams
  • Curiosity and eagerness to learn emerging technologies
  • Attention to detail and commitment to high-quality work
  • Proactive and self-motivated with good time management

Additional Information

  • Working in one of the Best Places to Work in Vietnam, Top 10 ITC Company in Vietnam
  • Flexible working model: Flexible time & Hybrid working from Ho Chi Minh or Da Nang city or working remotely from any location in Vietnam
  • Diverse careers opportunities with Software Services, Software Product Development
  • Working and growing in a values-driven, international working environment and standard Agile culture with passionate and talented teams
  • Onsite opportunities: short-term and long-term assignments in U.S
  • Various training on hot-trend technologies, best practices and soft skills
  • Company trip, big annual year-end party every year, team building, etc.
  • Fitness & sport activities: football, tennis, table tennis, badminton, yoga, swimming…
  • Free in-house entertainment facilities (football, ping pong, gym…), coffee, and snacks (instant noodles, cookies, candies…)

And much more, join us and let yourself explore other fantastic things!

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What You Should Know About AI/ML Intern, KMS Healthcare, KMS Technology

At KMS Healthcare, we are excited to open our doors to aspiring talents with the AI/ML Intern position! Located in the vibrant city of Ho Chi Minh, you'll be joining an innovative company that has built a reputation for excellence since its inception in 2009. As an intern, you'll be diving deep into the world of artificial intelligence and machine learning, working with cutting-edge technologies that shape the future of healthcare. Picture yourself researching and implementing AI capabilities into our transformative products while collaborating with a team of dedicated professionals who will nurture your growth every step of the way. This is not just about working; it’s about building skills you’ll carry into your future career! You will work on intriguing projects, like designing machine learning systems and conducting statistical analysis. We'll guide you through the process of model evaluation, and you’ll even have the chance to engage with market research designed to make a difference. With flexible working hours and options to work remotely, this internship is perfect for those who value work-life balance. You’ll have the opportunity to learn about exciting areas such as generative AI, deep learning, and more. If you’re looking for a supportive environment that values learning and innovation, then KMS Healthcare is where you want to be. Plus, you won’t want to miss out on our fun company events, fitness activities, and a workplace that champions creativity and collaboration. Get ready for an amazing journey ahead as an AI/ML Intern at KMS Healthcare!

Frequently Asked Questions (FAQs) for AI/ML Intern, KMS Healthcare Role at KMS Technology
What responsibilities does the AI/ML Intern at KMS Healthcare have?

As an AI/ML Intern at KMS Healthcare, your responsibilities will include researching and engineering AI/ML capabilities into our products, transforming data science prototypes into usable systems, and implementing appropriate machine learning algorithms. You will also focus on statistical analysis, model training and retraining, and working on exciting projects that target healthcare software solutions.

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What qualifications are required for the AI/ML Intern position at KMS Healthcare?

To qualify for the AI/ML Intern role at KMS Healthcare, candidates should be pursuing a degree in Computer Science, Artificial Intelligence, Software Engineering, or a related IT field. A strong understanding of machine learning concepts, proficiency in Python and ML frameworks like TensorFlow and PyTorch, and previous hands-on experience in data science are essential. Familiarity with deep learning and NLP is a plus.

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What skills can I develop as an AI/ML Intern at KMS Healthcare?

As an AI/ML Intern at KMS Healthcare, you’ll have the chance to develop critical skills in machine learning, data preprocessing, and algorithm implementation. You’ll also enhance your statistical analysis capabilities and familiarize yourself with market research for healthcare solutions. The collaborative environment will help you strengthen your teamwork skills and prepare you for future opportunities.

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What is the work environment like for AI/ML Interns at KMS Healthcare?

The work environment for AI/ML Interns at KMS Healthcare is dynamic and supportive. You’ll be part of a passionate team that fosters collaboration and creativity. Enjoy flexible working hours, a hybrid model, and various team-building activities that make the workplace engaging and enjoyable, contributing to a culture of innovation.

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Is it possible to get a permanent position after the AI/ML Internship at KMS Healthcare?

Yes! KMS Healthcare often looks to convert interns into permanent staff after the completion of their internship, especially those who demonstrate strong performance and a commitment to growth. This opportunity allows you to kickstart your career within a reputable company.

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Common Interview Questions for AI/ML Intern, KMS Healthcare
Can you explain a machine learning project you have worked on?

When discussing a past machine learning project, start by outlining the project objectives and your specific role. Emphasize any challenges you faced, the methods you employed, and the outcomes. Don’t forget to mention technologies and frameworks you used, as this showcases your practical experience.

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How do you choose the right machine learning algorithm for a project?

In answering this question, highlight your understanding of factors like data type, problem statement, dataset size, and desired outcomes. Discuss how exploring various algorithms through experimentation and cross-validation is essential for identifying the best fit in practical applications.

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What do you understand by overfitting and underfitting in machine learning?

Explain overfitting as when a model learns the noise in the training data too well, while underfitting indicates the model is too simplistic to capture the underlying trend. Provide examples of how you’ve used techniques like regularization to balance these issues in your projects.

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How have you leveraged Python in your AI/ML tasks?

Discuss your proficiency in Python by mentioning libraries you've used, such as TensorFlow, PyTorch, or Scikit-Learn. Share examples of specific tasks, like data preprocessing or model evaluation, where Python played a crucial role in executing your projects.

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Describe how you would approach a new problem in machine learning?

In answering this question, outline the steps you would take, starting from defining the problem clearly, gathering and exploring data, selecting an appropriate model, and performing iterative testing and validation to refine your solution. Showcasing a structured approach resonates well with interviewers.

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What role does feature engineering play in your work?

Feature engineering is vital for creating relevant features that improve model performance. Explain how you assess existing features, create new ones through data transformations, and test their impact on model outputs to enhance machine learning effectiveness.

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Can you explain the bias-variance tradeoff?

The bias-variance tradeoff refers to the balance between a model’s ability to minimize bias (error from overly simplistic assumptions) and variance (error from excessive complexity). Clarify how finding this balance is essential to optimizing model performance and avoiding overfitting or underfitting.

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What steps do you take to evaluate a machine learning model?

Discuss the importance of metrics such as accuracy, precision, recall, and F1-score based on the context of the problem. Talk about how you might use cross-validation and confusion matrices to assess model performance comprehensively.

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How do you keep up with the latest advancements in AI/ML?

To show your commitment to continuous learning, mention specific sources like academic journals, online courses, or tech blogs you follow. Highlight any communities or forums where you participate, as networking is key to staying updated in the fast-paced field of AI/ML.

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Why do you want to work for KMS Healthcare as an AI/ML Intern?

Express genuine enthusiasm for KMS Healthcare’s mission of revolutionizing healthcare through innovative technology. Discuss how this aligns with your career goals, emphasizing eagerness to learn from a reputable team and contribute to impactful projects.

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Established in 2009, KMS Technology is a U.S.-based engineering and services company with development centres in Vietnam. KMS Technology has grown to over 1000 employees globally and is trusted by international clients for the superior quality of ...

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DATE POSTED
February 13, 2025

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