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IS Senior Specialist, Data Analytics and AI

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Date: Jan 8, 2026

Location: San Giovanni Teatino, CH, IT, 66020 San Giovanni Teatino, CH, IT, 66020 San Giovanni Teatino, CH, IT, 66020 Le Neubourg, 27, FR, 27110 Daqing, HL, CN, 166200 El Segundo, CA, US, 90245 HARBIN, HL, CN, 150137 Hyderabad, TG, IN, 501401 Rueil-Malmaison, 92, FR, 92500 El Segundo, CA, US, 90245 BH New York, NY, US, 10018 Vladimir, RU, 600033 Le Vaudreuil, 27, FR, 27100 Niederbronn-les-Bains, 67, FR, 67110 Eigeltingen, BW, DE, 78253 Rueil-Malmaison, 92, FR, 92500 Cali, VAC, CO, 76001 Paramus, NJ, US, 07652 Madrid, ES, 28045 Palmira, VAC, CO, 76520 Chonburi, Chonburi , TH, 20000 SUZHOU, CN, 215127 Suzhou, JS, CN, 215123 Suzhou, CN, 215127 Freyung, BY, DE, 94078 Suzhou, JS, CN, 215123 Leeds, GB, LS27 0LL Torello, B, ES, 08570 Congers, NY, US, 10920 SUZHOU, CN, 215127 Orlando, FL, US, 32801 Ambarnath, MH, IN, 421306 Villepinte, 93, FR, 93420 El Marques Queretaro, Querétaro, MX, 76246 Istanbul, Istanbul, TR, 34394 Shibuya, Tokyo, JP, 150-0002 Singapore, SG, 188778 Lincolnton, NC, US, 28092 Gibsonia, PA, US, 15044 Rueil-Malmaison, 92, FR, 92500 Trumbull, CT, US, 06611 Milton Keynes, ENG, GB, MK15 0DF Le Vaudreuil, 27, FR, 27100 Jundiai, São Paulo, BR, 13213-173 Manoppello Scalo, PE, IT, 65024 Verneuil d'Avre et d'Iton, 27, FR, 27130 Dubai, Dubai, AE Brecey, 50, FR, 50370 Granville, 50, FR, 50400 Rueil-Malmaison, 92, FR, 92500 Maringa, PR, BR, 87065-090 Menden, NW, DE, 58706 Milton Keynes, GB, MK15 0DF Shanghai, SH, CN, 200080 Berazategui, B, AR, B1893GOA Congers, NY, US, 10920 Camacari, BA, BR, 42849-000 Radolfzell, BW, DE, 78315 Lincolnton, NC, US, 28092 Dallas, TX, US, 75235 Mezzovico, TI, CH, 6805 Maringa, PR, BR, 87065-090 Le Neubourg, 27, FR, 27110 McHenry, IL, US, 60050 Gibsonia, PA, US, 15044 SUQIAN, CN, 223800 Dortmund, NW, DE, 44319 Huaian, CN, 223005 El Marques Queretaro, Querétaro, MX, 76246 Rueil-Malmaison, 92, FR, 92500 Radolfzell, BW, DE, 78315 Navi Mumbai, MH, IN, 400705 Mukwonago, WI, US, 53149 Cwmbran, Wales, GB, NP44 3WY Val de Reuil, 27, FR, 27100 Dallas, TX, US, 75235 Suzhou, JS, CN, 215123 Sant Cugat del Vallès, B, ES, 08173 Villingen-Schwenningen, BW, DE, 78052 Ceske Budejovice, Jihocesky, CZ, 37001 Freyung, BY, DE, 94078 Elgin, IL, US, 60124 Crystal Lake, IL, US, 60014 Ckyne, Jihocesky, CZ, 38481 Cary, IL, US, 60013 Menden, NW, DE, 58706 Boonton, NJ, US, 0700 Sant Cugat del Vallès, B, ES, 08173 Eatontown, NJ, US, 07724 Oyonnax, 01, FR, 01100 Cajamar, São Paulo, BR, 07750-020 Auburn, AL, US, 36832 Jakarta, Jakarta, ID, 12430 Paramus, NJ, US, 07652 Hadimkoy, TR, 34555 Guangzhou, GD, CN, 510700 Suzhou, JS, CN, 215123 Leeds, GB, LS27 0LL Granville, 50, FR, 50400 Weihai, SD, CN, 264204 Rueil-Malmaison, 92, FR, 92500 Cary, IL, US, 60013 Ceske Budejovice, Jihocesky, CZ, 37001 RUEIL-MALMAISON, 75, FR, 92500 Chavanod, 74, FR, 74650 Crystal Lake, IL, US, 60014 ITAPECERICA DA SERRA, BR, 06888-700 Guangzhou, GD, CN, 510700 Mezzovico, TI, CH, 6805 Ballinasloe, Ireland, IE McHenry, IL, US, 60050 Charleval, 27, FR, 27380 Midland, MI, US, 48642 Annecy, 74, FR, 74000 St. Louis, MO, US, 63103 Atlanta, GA, US, 30336 Boonton, NJ, US, 07005 Midland, MI, US, 48642 Milton Keynes, ENG, GB, MK15 0DF Mukwonago, WI, US, 53149 Ambarnath, MH, IN, 421306 Navi Mumbai, MH, IN, 400705 Oyonnax, 01, FR, 01100 Manoppello Scalo, PE, IT, 65024 RUEIL-MALMAISON, 75, FR, 92500 El Marques Queretaro, Querétaro, MX, 76246 Radolfzell, BW, DE, 78315 Rueil-Malmaison, 92, FR, 92500 Rueil-Malmaison, 92, FR, 92500 Rueil-Malmaison, 92, FR, 92500 Shanghai, SH, CN, 200080 Singapore, SG, 188778 Freyung, BY, DE, 94078 Rueil-Malmaison, 92, FR, 92500 Suzhou, JS, CN, 215123 Suzhou, JS, CN, 215123 Suzhou, JS, CN, 215123 Shibuya, Tokyo, JP, 150-0002 Madrid, ES, 28045 Sant Cugat del Vallès, B, ES, 08173 Torello, B, ES, 08570 Trumbull, CT, US, 06611 Milton Keynes, GB, MK15 0DF Val de Reuil, 27, FR, 27100 Verneuil d'Avre et d'Iton, 27, FR, 27130 Villepinte, 93, FR, 93420 Villingen-Schwenningen, BW, DE, 78052 Vladimir, RU, 600033 Huaian, CN, 223005 SUZHOU, CN, 215127 Suzhou, CN, 215127 Auburn, AL, US, 36832 Niederbronn-les-Bains, 67, FR, 67110 Dallas, TX, US, 75235 Paramus, NJ, US, 07652 El Segundo, CA, US, 90245 El Segundo, CA, US, 90245 New York, NY, US, 10018 Dallas, TX, US, 75235 Paramus, NJ, US, 07652 Gibsonia, PA, US, 15044 BH Cwmbran, Wales, GB, NP44 3WY Orlando, FL, US, 32801 St. Louis, MO, US, 63103 ITAPECERICA DA SERRA, BR, 06888-700 SUQIAN, CN, 223800 SUZHOU, CN, 215127 Rueil-Malmaison, 92, FR, 92500 Annecy, 74, FR, 74000 Singapore, SG, 188778 Orlando, FL, US, 32801 Dubai, Dubai, AE Oyonnax, 01, FR, 01100 Val de Reuil, 27, FR, 27100 El Segundo, CA, US, 90245 Granville, 50, FR, 50400 Rueil-Malmaison, 92, FR, 92500 SUZHOU, CN, 215127 Hyderabad, TG, IN, 501401 Menden, NW, DE, 58706 Ckyne, Jihocesky, CZ, 38481 SUZHOU, CN, 215127 Weihai, SD, CN, 264204 Gibsonia, PA, US, 15044 El Segundo, CA, US, 90245 Ballinasloe, Ireland, IE Leeds, GB, LS27 0LL Brecey, 50, FR, 50370 Ceske Budejovice, Jihocesky, CZ, 37001 Eigeltingen, BW, DE, 78253 Cali, VAC, CO, 76001 Radolfzell, BW, DE, 78315 Crystal Lake, IL, US, 60014 Radolfzell, BW, DE, 78315 Istanbul, Istanbul, TR, 34394 Guangzhou, GD, CN, 510700 Lincolnton, NC, US, 28092 Rueil-Malmaison, 92, FR, 92500 Congers, NY, US, 10920 Milton Keynes, GB, MK15 0DF Sant Cugat del Vallès, B, ES, 08173 Torello, B, ES, 08570 Cwmbran, Wales, GB, NP44 3WY Boonton, NJ, US, 07005 ITAPECERICA DA SERRA, BR, 06888-700 Auburn, AL, US, 36832 RUEIL-MALMAISON, 75, FR, 92500 Berazategui, B, AR, B1893GOA Congers, NY, US, 10920 Dortmund, NW, DE, 44319 Mukwonago, WI, US, 53149 Huaian, CN, 223005 Villingen-Schwenningen, BW, DE, 78052 Shibuya, Tokyo, JP, 150-0002 Milton Keynes, ENG, GB, MK15 0DF El Marques Queretaro, Querétaro, MX, 76246 Boonton, NJ, US, 0700 Jundiai, São Paulo, BR, 13213-173 Gibsonia, PA, US, 15044 Midland, MI, US, 48642 Suzhou, CN, 215127 Ambarnath, MH, IN, 421306 Eatontown, NJ, US, 07724 Villepinte, 93, FR, 93420 Granville, 50, FR, 50400 Rueil-Malmaison, 92, FR, 92500 Dallas, TX, US, 75235 Rueil-Malmaison, 92, FR, 92500 Vladimir, RU, 600033 Suzhou, JS, CN, 215123 Chonburi, Chonburi , TH, 20000 BH Niederbronn-les-Bains, 67, FR, 67110 Le Vaudreuil, 27, FR, 27100 Mezzovico, TI, CH, 6805 Charleval, 27, FR, 27380 Maringa, PR, BR, 87065-090 Verneuil d'Avre et d'Iton, 27, FR, 27130 Palmira, VAC, CO, 76520 Atlanta, GA, US, 30336 Cary, IL, US, 60013 Freyung, BY, DE, 94078 Paramus, NJ, US, 07652 Manoppello Scalo, PE, IT, 65024 Cajamar, São Paulo, BR, 07750-020 Navi Mumbai, MH, IN, 400705 Elgin, IL, US, 60124 Dallas, TX, US, 75235 Freyung, BY, DE, 94078 Cary, IL, US, 60013 Sant Cugat del Vallès, B, ES, 08173 Guangzhou, GD, CN, 510700 Daqing, HL, CN, 166200 Chavanod, 74, FR, 74650 Suzhou, JS, CN, 215123 Rueil-Malmaison, 92, FR, 92500 Le Neubourg, 27, FR, 27110 El Marques Queretaro, Querétaro, MX, 76246 Suzhou, JS, CN, 215123 HARBIN, HL, CN, 150137 Rueil-Malmaison, 92, FR, 92500 Suzhou, JS, CN, 215123 Shanghai, SH, CN, 200080 Crystal Lake, IL, US, 60014 New York, NY, US, 10018 Hadimkoy, TR, 34555 Trumbull, CT, US, 06611 Madrid, ES, 28045 Camacari, BA, BR, 42849-000 McHenry, IL, US, 60050 Paramus, NJ, US, 07652 Ceske Budejovice, Jihocesky, CZ, 37001 Jakarta, Jakarta, ID, 12430 St. Louis, MO, US, 63103 SUQIAN, CN, 223800

Company: Aptar Group

Position: IS Senior Specialist, Data Analytics and AI

Department: Aptar Information Systems

Location: Aptar worldwide

Travel Expectations: Up to 25%

Reports To: Director, IS Data & Analytics 

                                       

Primary Purpose Summary

The IS Senior Specialist, Data Analytics and AI is the key contributor to our machine learning initiatives, will manage the full development lifecycle, including data preprocessing, feature engineering, model training, deployment, and monitoring. She/he is a Subject Matter Expert in ML and AI, obtained through advanced technical education & work experience, interprets internal or external issues, and recommends solutions and best practices. She/he will work with cross-functional teams to analyze large datasets, build predictive models, and optimize algorithm performance. 

 

This role offers the chance to work with advanced technologies and collaborate with talented professionals’ team that value collaboration, continuous learning in a dynamic, innovative environment.

 

This role requires expertise in ML and AI algorithms, programming, and data analysis, along with strong problem-solving and communication skills. 

In this position he/she will be directly reporting to the Director, IS Business Analytics.

Job Responsibilities:

The IS Senior Specialist, Data Analytics and AI plays a key role in the end-to-end design and implementation of Aptar Machine Learning and AI use cases, works closely with both Data & Analytics team and business to identify key areas of development for Machine Learning and generative AI solutions, and has strong end-to-end solution ownership, translating product requirements into user interfaces and backend distributed system design as well as own the implementation of these designs.

 

She/he is a senior team member of the projects and the programs in the area of Artificial Intelligence and engages stakeholders based upon the needs of his domain

Collaboration & Stakeholder Engagement

  • She/he is independent & effective
  • She/he solve problems with Data, ML and AI, and recommends solutions to complex problems guided by business objectives
  • She/he influences Aptar expert stakeholders
  • Work with data scientists, software engineers, and business stakeholders to define problems, requirements, and objectives.
  • Collaborate with domain experts to gather insights for enhancing model relevance and performance.
  • Communicate findings, results, and recommendations effectively to both technical and non-technical stakeholders.
  • Participate in cross-functional discussions to identify business problems and opportunities for machine learning solutions.

Data Preparation & Engineering

  • Preprocess, clean, and normalize large datasets to ensure data quality.
  • Conduct exploratory data analysis to understand patterns and distributions.
  • Engineer and select relevant features to optimize model performance.
  • Develop and maintain scalable data pipelines for ingestion, transformation, and feature engineering.

Model Development & Optimization

  • Select, implement, and fine-tune appropriate machine learning algorithms or Gen AI models.
  • Train models, adjust hyperparameters, and optimize algorithms for performance.
  • •Apply advanced techniques such as transfer learning, ensemble learning, and data augmentation.
  • Optimize models for resource-constrained environments (e.g., edge or IoT devices).

Model Evaluation & Validation

  • Evaluate models using appropriate metrics and validate against test datasets.
  • Conduct experiments (e.g., A/B testing) to assess model impact on business metrics.
  • Benchmark different algorithms to select the most suitable approach.

Deployment & Monitoring

  • Collaborate with software engineers and DevOps teams to deploy machine learning models.
  • Develop monitoring systems to track performance, detect anomalies, and implement updates.
  • Ensure scalability, reliability, and performance in production environments.

Research & Continuous Learning

  • Stay updated with advancements in machine learning, AI frameworks, and tools.
  • Explore new methodologies, algorithms, and frameworks to improve workflows.
  • Participate in professional development activities, such as conferences and workshops.

Compliance & Ethics

  • Ensure compliance with data privacy and security regulations when handling sensitive data.
  • Implement techniques for model fairness, explainability, and interpretability.
  • •Collaborate with data governance teams to adhere to ethical guidelines and regulatory requirements.

Documentation & Best Practices

  • Document machine learning models, processes, and workflows to ensure reproducibility.
  • Maintain version control for tracking changes in code and experiments.
  • Contribute to developing and maintaining reusable components and frameworks.

Mentorship & Knowledge Sharing

  • Mentor junior team members and provide technical guidance.
  • Share knowledge through blog posts, open-source projects, and community contributions.
  • Participate in knowledge-sharing sessions within the organization.

Cross-functional Collaboration & Integration

  • Work with data engineers to optimize data infrastructure and pipelines.
  • Collaborate with business stakeholders to integrate machine learning into existing systems.
  • Contribute to building company-wide machine learning infrastructure.

 

Required Skills and Qualifications

Programming Skills

  • Proficiency in programming languages: Python, Spark, R, Java, SQL.
  • Experience with implementing machine learning algorithms and models.
  • Familiarity with version control systems (e.g., Azure DevOps).

Machine Learning Algorithms and Frameworks

  • Supervised, unsupervised, and reinforcement learning.
  • Machine learning libraries: TensorFlow, PyTorch, scikit-learn, Keras.
  • Neural networks, CNNs, RNNs, GANs.
  • AutoML tools.
  • Reinforcement learning frameworks like OpenAI Gym.

Mathematical and Statistical Expertise

  • Strong foundation in linear algebra, calculus, probability, and statistics.
  • Familiarity with Bayesian statistics and probabilistic graphical models.

Data Handling and Analysis

  • Data manipulation libraries: pandas, NumPy, SQL.
  • Data preprocessing, feature engineering, and exploratory data analysis.
  • Knowledge of handling structured and unstructured data (e.g., text, images, audio, video).

Big Data and Distributed Systems

  • Experience with big data technologies:
  • Apache Spark, distributed computing frameworks (like Databricks, Dataiku….)
  • Understanding cloud-based services for data storage (e.g., Azure ADLS, Amazon S3, Google Cloud Storage).

Natural Language Processing (NLP)

  • Sentiment analysis, named entity recognition, text summarization.
  • Knowledge of frameworks for NLP and text analysis.

Optimization and Model Performance

  • Hyperparameter tuning techniques (e.g., Bayesian optimization).
  • Feature selection and dimensionality reduction.
  • Knowledge of anomaly detection algorithms.

 

Model Deployment and Monitoring

  • Expertise in deploying models using:
  • RESTful APIs, microservices architecture.
  • Containerization tools (e.g., Docker, Kubernetes).
  • Skills in model monitoring and drift detection.
  • Understanding of model interpretability techniques (e.g., SHAP, feature importance).

Software Engineering Best Practices

  • Software testing methodologies.
  • Agile and Scrum project management methodologies.

Visualization and Communication

  • Matplotlib, Plotly, Power BI.
  • Effective communication skills for both technical and non-technical audiences.

Specialized Techniques

  • Graph analytics and neural networks.
  • Time series analysis and forecasting (e.g., ARIMA, LSTM, Prophet).
  • Knowledge of federated learning and differential privacy.

Additional Skills

  • Passion for continuous learning and staying updated with advancements.
  • Awareness of ethical considerations and data privacy in machine learning.
  • Ability to work collaboratively in cross-functional teams.

Education

  • Bachelor’s Degree (Fundamentals)
  • Core areas: Programming, algorithms, data structures, and computer systems.
  • Mathematics: Linear algebra, calculus, probability, and statistics.

Experience

  • 5+ years of experience with Proven experience of leading AI/ML initiatives and driving Innovations.