- Machine learning
At IBM, work is more than a job - it's a calling: To build. To design. To code. To consult. To think along with clients and sell. To make markets. To invent. To collaborate. Not just to do something better, but to attempt things you've never thought possible. Are you ready to lead in this new era of technology and solve some of the world's most challenging problems? If so, lets talk.
Your Role and Responsibilities
IBM's state-of-the-art Client Innovation Centre (CIC) opened in Nova Scotia in March 2013 and is the first of its kind in Canada. The Centre weaves together IBM’s business insights and industry-leading software portfolio and is ideally suited for any client that needs flexible access to emerging or niche skills that may not be cost effective to grow internally. In addition, our focus on our team is unparalleled as demonstrated by the following:
The CIC NS is one of IBM’s highest performing delivery centres worldwide – for retention, client satisfaction and utilization. Our employees are empowered to stay and grow within IBM.
We are very focused on continuous skill development – staff training is our third largest annual Centre investment. Employees are immersed in a culture of learning and constant growth
Investment in key partnership with universities, government and private sector groups which has resulted in IBM having a key influencing role in Nova Scotia’s ICT industry, especially in talent development.
We are hiring a Machine Learning Engineer
What you will do
Object oriented programming with Python
Scaling the code for an existing model
Deploying the scaled model into production
Identify model drifting and how to retrain a drifted model in production
Creating CI/CD pipelines to automatically deploy the trained/retrained models into production
Ability to work independently on tasks and deliver with a high-level of quality;
Ability to work in teams and be open to comments and feedback;
Ability to learn quickly and to adapt to a fast-paced environment;
Data processing, data design and modeling, deploying the model
Required Technical and Professional Expertise
What you need to have
Proficiency in English both verbal and written) an asset
Proficiency with a deep learning framework such as TensorFlow or Keras
Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
Expertise in visualizing and manipulating big datasets
Knowledge of Kubernetes and containerization
Preferred Technical and Professional Expertise
Participate in teams working in an Agile/Scrum or Waterfall process and ensure the stories/tasks are well defined and have all the information and tools to be successful;
Work with the Project Manager and project stakeholders to ensure we meet our commitments;
Must have the ability to work in Canada without sponsorship.
About Business Unit
IBM Services is a team of business, strategy and technology consultants that design, build, and run foundational systems and services that is the backbone of the world's economy. IBM Services partners with the world's leading companies in over 170 countries to build smarter businesses by reimagining and reinventing through technology, with its outcome-focused methodologies, industry-leading portfolio and world class research and operations expertise leading to results-driven innovation and enduring excellence.
This role requires you to be fully vaccinated against COVID-19 prior to your start date. Full vaccination refers to receiving dosage of COVID-19 vaccines that provide full protection in accordance with Canada Public Health and WHO guidance (full series of a 2 dose vaccine plus 14 days or a one dose vaccine plus 14 days from the last dose). Proof of vaccination status will be required. Booster vaccination requirements may be required. If you are unable to be vaccinated due to medical or religious reasons, we offer accommodations in accordance with applicable law.
Your Life @ IBM
What matters to you when you’re looking for your next career challenge?
Maybe you want to get involved in work that really changes the world? What about somewhere with incredible and diverse career and development opportunities – where you can truly discover your passion? Are you looking for a culture of openness, collaboration and trust – where everyone has a voice? What about all of these? If so, then IBM could be your next career challenge. Join us, not to do something better, but to attempt things you never thought possible.
Impact. Inclusion. Infinite Experiences. Do your best work ever.
IBM’s greatest invention is the IBMer. We believe that through the application of intelligence, reason and science, we can improve business, society and the human condition, bringing the power of an open hybrid cloud and AI strategy to life for our clients and partners around the world.
Restlessly reinventing since 1911, we are not only one of the largest corporate organizations in the world, we’re also one of the biggest technology and consulting employers, with many of the Fortune 50 companies relying on the IBM Cloud to run their business.
At IBM, we pride ourselves on being an early adopter of artificial intelligence, quantum computing and blockchain. Now it’s time for you to join us on our journey to being a responsible technology innovator and a force for good in the world.
This role will involve working with technology that is covered by Export Regulations sanctions. If you are a Foreign National from any of the following US sanctioned countries (Cuba, Iran, North Korea, and Syria) on a work permit, you are not eligible for employment in this position.
Being You @ IBM
IBM is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, pregnancy, disability, age, veteran status, or other characteristics. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.