ML/AI Software Developer - Data Engineering

Company: Niagara Bottling
Location: Diamond Bar
Posted on: September 14, 2023

Job Description:

At Niagara, we re looking for Team Members who want to be part of achieving our mission to provide our customers the highest quality most affordable bottled water.Consider applying here, if you want to:Work in an entrepreneurial and dynamic environment with a chance to make an impact.Develop lasting relationships with great people.Have the opportunity to build a satisfying career.We offer competitive compensation and benefits packages for our Team Members.ML/AI Software Developer - Data EngineeringAs a Senior AI/ML Developer, your primary responsibility is to design, develop, and deploy artificial intelligence (AI) and machine learning (ML) solutions that address complex business problems and enhance decision-making processes. You will work closely with cross-functional teams, including data scientists, engineers, and product managers, to build innovative AI/ML applications and integrate them into existing systems. Your expertise in AI/ML algorithms, data analysis, and software engineering will be instrumental in driving the success of the organization's AI initiatives. The person in this role may assist with the preparation of detailed specifications and will be responsible for the technical design, development, documentation, testing, implementation and support.Detailed DescriptionSolution Design: Collaborate with stakeholders to understand business requirements and translate them into AI/ML solutions. Identify suitable algorithms, models, and techniques to solve specific problems effectively.Model Development: Develop, implement, and evaluate machine learning models and algorithms. This includes data preprocessing, feature selection, model training, hyperparameter tuning, and performance evaluation.Data Analysis: Analyze and explore large datasets to identify patterns, trends, and insights that can drive decision-making and improve AI/ML models. Apply statistical techniques and data visualization methods to interpret and present findings.Data Management: AI/ML systems heavily rely on data. The AI/ML Sr. Developer plays a crucial role in defining data requirements, designing data pipelines, and establishing data governance practices. They ensure data quality, security, and privacy considerations are addressed throughout the AI/ML lifecycle.Software Development: Write clean, efficient, and scalable code to implement AI/ML models and algorithms. Collaborate with software engineers to integrate AI/ML solutions into existing applications and platforms.Testing and Evaluation: Conduct thorough testing and validation of AI/ML models to ensure accuracy, reliability, and robustness. Use techniques such as cross-validation, A/B testing, and performance metrics analysis to assess model performance.Deployment and Maintenance: Deploy AI/ML solutions in production environments, ensuring scalability, stability, and security. Monitor and maintain deployed models, implementing updates and enhancements as needed.Collaboration and Leadership: Work closely with cross-functional teams, including data scientists, engineers, and product managers, to drive AI/ML initiatives. Provide technical guidance and mentorship to junior team members, fostering their professional growth.Research and Innovation: Stay updated with the latest advancements in AI/ML technologies, tools, and methodologies. Conduct research and experiments to explore new approaches and improve existing models.Documentation: Document project requirements, methodologies, and outcomes. Prepare technical reports, presentations, and user guides to effectively communicate AI/ML solutions to stakeholders.Ethical and Legal Considerations: Ensure compliance with ethical standards and legal requirements when dealing with sensitive data, privacy concerns, and potential biases in AI/ML models.Please note that this job description is not designed to contain a comprehensive list of activities, duties or responsibilities that are required of the employee for this job. Duties, responsibilities and activities may change at any time with or without prior notice.Work Experience/KSA sRequired:5-7 years
Experience in Python, R or another Programming language5-7 years
Experience with TensorFlow, PyTorch, or scikit-learn3-5 years
Experience with cloud computing platforms such as AWS, Azure, or GCP3-5 years
Experience with data mining and statistical analysis3-5 years
Experience with natural language processing (NLP)2-4 years
Experience with Deep learning, Compute Vision, Reinforcement learning2-4 years
Experience with ethical considerations in machine learningPreferred:7-10 years
Experience in Python, R or another Programming language7-10 years
Experience with TensorFlow, PyTorch, or scikit-learn5-7 years
Experience with cloud computing platforms such as AWS, Azure, or GCP5-7 years
Experience with data mining and statistical analysis5-7 years
Experience with natural language processing (NLP)3-5 years
Experience with Deep learning, Compute Vision, Reinforcement learning3-5 years
Experience with ethical considerations in machine learningCompetenciesListens and responds constructively to other team members' ideasProven leadership qualitiesPays close attention to detail, accuracy and completenessPromptly notifies his/her manager about any problems that affect his/her ability to accomplish planned goalsExpresses pride in the group and encourages people to feel good about their accomplishmentsMust be a resourceful and innovative problem solverAbility to work in a professional manner, be flexible, and handle interactions with all levels of the organizationDemonstrate ability to communicate well with other members of the IT departmentSelf-directed, organized, and motivatedGood written and verbal communications skills are requiredExcellent Team PlayerEducationMinimum Required:Bachelor's Degree in Computer Science or EngineeringPreferred:Master's Degree in Computer Science or EngineeringTypical Compensation RangePay Rate Type: Salary$103,436.00 - $144,811.00 / YearlyBenefitshttps://careers.niagarawater.com/us/en/benefitsAny employment agency, person or entity that submits a rsum into this career site or to a hiring manager does so with the understanding that the applicant's rsum will become the property of Niagara Bottling, LLC. Niagara Bottling, LLC will have the right to hire that applicant at its discretion without any fee owed to the submitting employment agency, person or entity.Employment agencies that have fee agreements with Niagara Bottling, LLC and have been engaged on a search shall submit rsum to the designated Niagara Bottling, LLC recruiter or, upon authorization, submit rsum into this career site to be eligible for placement fees.

Keywords: Niagara Bottling, Diamond Bar , ML/AI Software Developer - Data Engineering, IT / Software / Systems , Diamond Bar, California