Ai/ml Software Engineer

Singapore, Singapore

Job Description


AI/ML Software Engineer - Experience Innovation Group We are looking for software engineer with 5+ years of experience to join our software Proof of Concept (PoC) team. As part of the Experience Innovation Group (EIG) in the CTO office, the Software PoC team needs people that can imagine new products, solutions and technologies – then quickly build them into tangible prototypes that can be tested. At EIG, we are a diverse group of people who have worked in design, consulting, engineering, data science and more, all working together to create amazing solutions that have real impact at scale for customers. We are a multi-functional, agile team with all the skills and capabilities to interact with customers, research and gather insights, explore future technologies, and develop them into products. Our new Singapore innovation center is a key part of Dell’s vision – come join us and you’ll get to use your skills to explore, research and build ground-breaking products and experiences where your ideas will make a tangible impact on our customers. If you’d like to join a group that’s focused on exploring augmented reality, human-centered design and the future of computing then you are the right place. We are Experiences First.
What you’ll achieve
You will have the opportunity to work with a diverse group of talents from different backgrounds, learn and explore new technologies and bring cool ideas into Dell's future products.
You will:

  • Design and develop Machine Learning/Deep Learning models for various businesses, products, and services in several fields such as Computer Vision, Natural Language Processing, Voice recognition, and embedded AI.
  • Work closely with the product owners to understand problems and participate in designing the data-driven analytics solutions and implementing them to ensure the best performance.
  • Develop proof of concept and deliver presentations of results, promote findings and drive discussions for recommendations with senior management and internal/external business stakeholders.
  • Collaborate with other functional teams to integrate machine learning modules into other applications including cloud-based, web app, mobile app, and desktop app.

Essential Requirements
  • Bachelor's degree in IT, Computer Science, or related fields
  • At least 3 years of hands-on experience using popular frameworks such as Pytorch and TensorFlow
  • Good data structure and strong coding skills. Familiar with at least one of the programming languages: C++, C#, Java, or Python.
  • Demonstrated experience with Agile development methodologies.
  • Willingness to learn and challenge yourself with new domains
  • Solid communication and problem-solving skills
  • Experience in working in a highly collaborative environment with a heavy emphasis on teamwork

Desirable Requirements
  • Hands-on experience with every stage of the ML lifecycle including Problem Definition, Data Engineering, Model development, and Deployment
  • Familiar with the challenges of an ML system such as data versioning, model versioning, highly available and scalable deployment, system monitoring and maintenance
  • Experience with ML tools/libraries such as DVC, WanDB, MLflow, Neptune, Kubernetes, Jenkins or equivalent ones
  • Hands-on experience with cloud services such as AWS, GCP, Azure
  • Good understanding of software architecture

Here’s our story; now tell us yours Dell Technologies helps organizations and individuals build a brighter digital tomorrow. Our company is made up of more than 150,000 people, located in over 180 locations around the world. We’re proud to be a diverse and inclusive team and have an endless passion for our mission to drive human progress.

What’s most important to us is that you are respected, feel like you can be yourself and have the opportunity to do the best work of your life - while still having a life. We offer excellent benefits, bonus programs, flexible work arrangements, a variety of career development opportunities, employee resource groups, and much more.

We started with computers, but we didn’t stop there. We are helping customers move into the future with multi-cloud, AI and machine learning through the most innovative technology and services portfolio for the data era. Join us and become a part of what’s next in technology, starting today.

You can also learn more about us by reading our latest Diversity and Inclusion Report and our plan to make the world a better place by 2030 here.

Application closing date: 31August 2022

Dell is committed to the principle of equal employment opportunity for all employees and to providing employees with a work environment free of discrimination and harassment. All employment decisions at Dell are based on business needs, job requirements and individual qualifications, without regard to race, color, religion or belief, national, social or ethnic origin, sex (including pregnancy), age, physical, mental or sensory disability, HIV Status, sexual orientation, gender identity and/or expression, marital, civil union or domestic partnership status, past or present military service, family medical history or genetic information, family or parental status, or any other status protected by the laws or regulations in the locations where we operate. Dell will not tolerate discrimination or harassment based on any of these characteristics. Dell encourages applicants of all ages. Read the full Equal Employment Opportunity Policy here.

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Job Detail

  • Job Id
    JD1122902
  • Industry
    Not mentioned
  • Total Positions
    1
  • Job Type:
    Full Time
  • Salary:
    Not mentioned
  • Employment Status
    Permanent
  • Job Location
    Singapore, Singapore
  • Education
    Not mentioned