Introduction
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
We are seeking a talented and innovative data scientist with expertise in machine learning and generative artificial intelligence (AI). The ideal candidate will play a pivotal role in leveraging advanced data analytics techniques to derive actionable insights and develop cutting-edge machine learning models. The primary focus will be on creating and implementing models for predictive analytics and generative AI applications.
Key Responsibilities:
Machine Learning Model Development:
Design, develop, and implement machine learning models to address business challenges.
Utilize advanced algorithms and techniques for classification, regression, clustering, and recommendation systems.
Generative AI Expertise:
Apply generative AI techniques to create novel and realistic data, images, or content.
Develop and implement models for tasks such as image synthesis, text generation, or other generative applications.
Data Exploration and Feature Engineering:
Conduct in-depth data analysis to understand underlying patterns and trends.
Perform feature engineering to enhance model performance and interpretability.
Model Deployment and Optimization:
Deploy machine learning models to production environments.
Optimize models for scalability, efficiency, and real-time processing.
Collaboration and Communication:
Collaborate with cross-functional teams to understand business requirements.
Clearly communicate complex technical concepts and findings to both technical and non-technical stakeholders.
Continuous Learning:
Stay abreast of the latest advancements in machine learning, deep learning, and generative AI.
Apply new technologies and methodologies to enhance existing models and processes.
Required Technical and Professional Expertise
Educational Background:
Bachelor or Master’s or Ph.D. degree in computer science, statistics, mathematics, or a related field.
Technical Skills:
Proficiency in programming languages such as Python or R.
Extensive experience with machine learning frameworks (e.g., TensorFlow, PyTorch) and generative models.
Generative AI Expertise:
Proven experience in developing and implementing generative models
Knowledge of techniques for generating synthetic data and creative content.
Machine Learning Experience:
Strong background in developing and deploying machine learning models in real-world applications.
Communication Skills:
Excellent verbal and written communication skills.
Ability to convey complex concepts to diverse audiences.
Teamwork:
Ability to work collaboratively in a team environment.
Experience:
Demonstrated experience in applying machine learning and generative AI to solve practical problems.
Preferred Technical and Professional Expertise
Familiarity with cloud platforms (e.g., AWS, Azure, GCP).
Experience with big data technologies (e.g., Hadoop, Spark).
Knowledge of natural language processing (NLP) for text generation tasks.
About Business UnitIBM Software infuses core business operations with intelligence-from machine learning to generative AI-to help make organizations more responsive, productive, and resilient. IBM Software helps clients put AI into action now to create real value with trust, speed, and confidence across digital labor, IT automation, application modernization, security, and sustainability. Critical to this is the ability to make use of all data, because AI is only as good as the data that fuels it. In most organizations data is spread across multiple clouds, on premises, in private datacenters, and at the edge. IBM’s AI and data platform scales and accelerates the impact of AI with trusted data, and provides leading capabilities to train, tune and deploy AI across business. IBM’s hybrid cloud platform is one of the most comprehensive and consistent approach to development, security, and operations across hybrid environments-a flexible foundation for leveraging data, wherever it resides, to extend AI deep into a business.
This job requires you to be fully COVID-19 vaccinated prior to your start date and proof of vaccination status will be required before your start date. During the Onboarding process you will be asked to confirm your vaccination status, in case you are unable to get vaccinated for any reason, you can let us know at that stage. Please let us know if you are unable to be vaccinated due to medical or religious reasons. IBM will consider such requests on a case by case basis subject to submission of required proof by the candidate before a stipulated date.
Your Life @ IBMIn a world where technology never stands still, we understand that, dedication to our clients success, innovation that matters, and trust and personal responsibility in all our relationships, lives in what we do as IBMers as we strive to be the catalyst that makes the world work better.
Being an IBMer means you’ll be able to learn and develop yourself and your career, you’ll be encouraged to be courageous and experiment everyday, all whilst having continuous trust and support in an environment where everyone can thrive whatever their personal or professional background.
Our IBMers are growth minded, always staying curious, open to feedback and learning new information and skills to constantly transform themselves and our company. They are trusted to provide on-going feedback to help other IBMers grow, as well as collaborate with colleagues keeping in mind a team focused approach to include different perspectives to drive exceptional outcomes for our customers. The courage our IBMers have to make critical decisions everyday is essential to IBM becoming the catalyst for progress, always embracing challenges with resources they have to hand, a can-do attitude and always striving for an outcome focused approach within everything that they do.
Are you ready to be an IBMer?
About IBMIBM’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.
Location StatementWhen applying to jobs of your interest, we recommend that you do so for those that match your experience and expertise. Our recruiters advise that you apply to not more than 3 roles in a year for the best candidate experience.
For additional information about location requirements, please discuss with the recruiter following submission of your application.
Being You @ IBMIBM 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, sex, gender, gender identity or expression, sexual orientation, national origin, caste, genetics, pregnancy, disability, neurodivergence, age, veteran status, or other characteristics. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.
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