Senior Data Scientist
Date: Dec 20, 2024
Location: Shanghai, SH, CN, 200080
Company: Aptar Group
This position is expected to:
We are seeking an experienced Senior Data Scientist to lead our machine learning initiatives.
As a key member of our digital transformation team, the successful candidate will be responsible for driving forward our data-driven projects, ensuring that we leverage advanced analytics and machine learning to optimize business processes and enhance decision-making capabilities.
Primary Duties and Responsibilities
- Lead the conception, design, development, and deployment of machine learning models to address business challenges and opportunities.
- Collaborate with cross-functional teams to identify areas where machine learning can add value and develop solutions that drive efficiency and innovation.
- Utilize Python for programming tasks, including but not limited to data preprocessing, algorithm implementation, and model testing.
- Perform data analysis to derive insights and inform strategic decisions, using statistical methods and data visualization tools.
- Develop and maintain applications on Microsoft platforms to support data processing and analytics workflows.
- Ensure the quality and reliability of machine learning systems through rigorous testing and validation procedures.
- Stay current with emerging trends and technologies in the field of artificial intelligence and digitalization to keep the company at the forefront of innovation.
- Other tasks assigned by manager.
Required Qualifications
- Master’s degree in Computer Science, Data Science, Statistics, Engineering, or a related field; PhD’s degree preferred.
- Proven experience (minimum 3-5 years) in a similar role, with a focus on machine learning projects.
- Proficiency in programming languages such as Python, SQL, and OOP languages like C# or Java.
- Experience with data analysis, statistical modeling, and machine learning techniques. Strong analytical and critical thinking skills to identify patterns and trends within data.
- Experience with computer vision, NLP, and LLMs for developing advanced AI models.
- Solid understanding of data structures and algorithms, with expertise in at least one deep learning framework (TensorFlow or PyTorch).
- Experience with Databricks or similar platforms for big data processing, analytics, and MLOps management is a plus.
- Familiarity with Azure DevOps for CI/CD pipelines and project management is a plus.
- Familiarity with Microsoft development environments, including PowerApps, Power BI, Power Automate, etc.
- Excellent problem-solving skills, with the ability to translate complex business requirements into technical specifications.
- Strong communication and collaboration skills, capable of working effectively with stakeholders from various departments.
- Good project management skills, with the ability to manage multiple projects simultaneously, from conception to deployment.
- Ability to mentor junior team members and lead technical discussions.
- Experience with digital marketing tools and platforms is beneficial.
- Fluency in English.
- Open Mind.
- Team player and able to drive results through teamwork.