Senior AI/ML Manager
4 weeks ago
We are seeking a highly skilled Senior AI/ML Manager to lead our Artificial Intelligence/Machine Learning Technologies & Architecture team. The successful candidate will be responsible for managing, designing, developing, and deploying scalable and robust artificial intelligence and machine learning solutions for various business problems to enable digital transformation and innovation across various functions.
This senior-level role demands a candidate with a strong background in AI/ML design, development, and architecture of AI/ML technologies, and partnership with technical and non-technical stakeholders.
Key Responsibilities- Analyze business requirements and processes to translate them into AI/ML solutions.
- Design and implement end-to-end AI/ML pipelines, including data ingestion and processing, model development and deployment, monitoring, and evaluation.
- Apply best practices and standards for AI/ML engineering, such as code quality, testing, documentation, version control, and continuous integration / continuous delivery & deployment.
- Select and use appropriate AI/ML frameworks, tools, and platforms, such as TensorFlow, PyTorch, Scikit-learn, Azure, or GCP.
- Research and evaluate the latest AI/ML techniques and algorithms and apply them to solve business problems.
- Design and document the solution architecture, including the integration, security, scalability, and performance aspects.
- Accountable for ensuring that the solutions are developed and configured according to the solution design and specifications.
- Review and approve all detailed solution design artifacts like functional and technical specifications.
- Test and validate the solutions and ensure they meet the quality standards and expectations of the solution architecture and design.
- Provide technical leadership and mentorship to the development team and ensure the adherence to the best practices and standards.
- Collaborate with data engineers, data scientists, business analysts, and stakeholders to understand the business needs, define the AI/ML objectives, and communicate the results and insights.
- Provide technical guidance and mentorship to junior AI/ML engineers and data scientists.
- Manage the AI/ML operations team and ensure the quality, reliability, and scalability of AI/ML solutions.
- Establish and enforce best practices, standards, and processes for AI/ML development and deployment.
- Collaborate with stakeholders, product managers, and engineers to define and prioritize AI/ML requirements and deliverables.
- Monitor and evaluate the performance and impact of AI/ML solutions and provide feedback and recommendations for improvement.
- Bachelor's degree or higher in Computer Science, Engineering, Mathematics, Statistics, or related field.
- 5 to 7 years of experience in AI/ML engineering, or related roles.
- Proficient in one or more of the AI/ML programming languages.
- Strong knowledge and experience in AI/ML concepts, such as supervised and unsupervised learning, deep learning, computer vision, natural language processing, reinforcement learning, etc.
- Hands-on experience in building and deploying AI/ML solutions using various frameworks, tools, and platforms, such as TensorFlow, PyTorch, Scikit-learn, Azure, or GCP.
- Experience in working with large and complex datasets, using SQL, NoSQL, or big data technologies.
- Experience in managing and optimizing AI/ML pipelines, workflows, and infrastructure.
- Excellent communication and presentation skills, with the ability to explain complex AI/ML concepts and solutions to both technical and non-technical audiences.
- Experience in applying DevOps principles and practices to AI/ML engineering, such as code quality, testing, documentation, version control, and continuous integration / continuous delivery & deployment.
- Experience working in a global environment, with the ability to navigate cultural differences and collaborate effectively with diverse teams across geographies.
- Experience working in a matrixed environment, with the ability to influence.
- Ability and willingness to travel.
- Excellent communication, presentation, and interpersonal skills.
- Ability to work independently and as part of a team.
- Ability to work under pressure and meet deadlines.
- Certification in AI/ML solutions & architecture or related fields is a plus.
We are an equal opportunity employer and value diversity at our company. We do not discriminate based on race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.
Ingredion provides accommodations to job applicants with disabilities throughout the hiring process. If a job applicant requires an accommodation during the application process or through the selection process, we will work with the applicant to meet the job applicant's accommodation needs.
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