Data Engineer - La Valle Agordina
1 giorno fa
Descrizione del lavoro
Job Title: Data Engineer (Project-Based Consultant)
Role Summary
- The Data Engineer is responsible for designing, building, and operating data pipelines and AI-enabled capabilities for an in-house, cloud-native enterprise system undergoing modernization.
- This role combines strong data engineering fundamentals with applied AI/ML engineering, leveraging managed cloud data and AI services to deliver analytics, insights, and AI-assisted features that are production-ready, governed, explainable, and auditable.
- The role focuses on practical, applied AI (not research) and works closely with application developers, architects, QA, and product teams to integrate data and AI into core business workflows.
Key Responsibilities
Data Engineering
- Design and build batch and streaming data pipelines for enterprise applications.
- Ingest, transform, and model data into analytics- and AI-ready datasets.
- Ensure data quality, validation, consistency, and lineage across pipelines.
- Design data models to support reporting, analytics, and AI feature development.
- Optimize data pipelines for performance, scalability, and cost efficiency.
- Support data integration between operational systems and analytics platforms.
- Strong skills in Python and SQL.
- Experience with ETL/ELT, data warehousing, and pipeline automation.
- Hands-on with BigQuery, Datastream, Cloud Composer, Dataflow/Dataproc.
- Knowledge in database design and data modeling.
AI / ML Engineering (Applied)
- Develop and deploy AI-enabled capabilities using managed cloud AI/ML services.
- Train, evaluate, and deploy models using cloud-native ML platforms (e.g., AutoML, SQL-based ML).
- Integrate AI outputs (scores, predictions, classifications) into application workflows via APIs.
- Monitor model behavior, performance, and data drift.
- Ensure AI features are explainable, auditable, and user-controllable.
- Work with architects to define clear boundaries between rules-based logic and AI-assisted decisioning.
- Build end-to-end ML workflows using Vertex AI (training → evaluation → deployment → monitoring).
- Develop ML models for:
- Borrower verification
- Credit scoring
- Affordability validation
- Risk & fraud detection
- Forecasting (clients, portfolio, PAR trends)
- Collections and repayment behavior
- Implement MLOps automation (model versioning, CI/CD for ML, model monitoring).
- Use BigQuery ML to create fast, scalable models when deep ML is not required.
Applied Data Science
- Perform exploratory data analysis (EDA) to understand trends and anomalies.
- Conduct feature engineering and create AI-ready datasets.
- Use statistical and ML techniques (regression, clustering, classification, anomaly detection, time-series forecasting).
- Evaluate model performance using metrics such as ROC, AUC, RMSE, accuracy, precision/recall.
- Translate field operations needs into measurable AI models.
- Provide insights to support Ops, Finance, and Audit decision-making.
Platform & Collaboration
- Implement solutions using public cloud data and AI services, primarily on Google Cloud Platform.
- Collaborate with frontend and backend developers to enable data- and AI-driven features.
- Support QA in validating data accuracy and AI output correctness.
- Contribute to documentation covering data pipelines, AI models, and usage guidelines.
- Follow architecture, security, and governance standards defined for the platform.
Required Skills & Experience
- 5–8+ years of experience in data engineering, analytics engineering, or related roles.
- Strong hands-on experience building production-grade data pipelines.
- Practical experience with applied machine learning (not academic research).
- Strong SQL skills and working knowledge of Python or similar languages.
- Experience integrating data and ML outputs into applications.
- Solid understanding of data quality, governance, and lifecycle management.
- Ability to communicate technical concepts clearly to technical and non-technical stakeholders.
Cloud & AI Platform Experience
- Google Cloud Platform experience is preferred, particularly with data and AI services.
- Strong equivalent experience in AWS or Azure is acceptable, with the ability to adapt.
- Experience using managed AI/ML services rather than building models from scratch.
Nice to Have
- Experience working with enterprise or regulated systems.
- Exposure to AI governance, explainability, or model monitoring.
- Experience supporting legacy-to-modern data migrations.
- Familiarity with CI/CD practices for data or ML pipelines.
*** Must be willing to work onsite at our Ortigas office and be comfortable working UK time hours.
Lavori simili
Join EssilorLuxottica as Quality Process Engineer to experience managing complex Manufacturing Departments and ensuring quality standards. · ...
2 settimane fa
We are looking for a Technical Quality Transformation Expert to coordinate technical and product quality projects to improve excellence based on data driver and trend analysis from the market. · Act as the technical reference for product quality within the assigned cluster. · Lea ...
1 mese fa
We are looking for a Technical Quality Transformation Expert to coordinate technical and product quality projects to improve excellence based on data driver and trend analysis from the market.Act as the technical reference for product quality within an assigned cluster Lead produ ...
2 settimane fa
We are looking for an HRIS Reporting & Organizational Management Specialist to ensure high‑quality HR data, accurate global reporting, and smooth management of HR systems and integrations across the EssilorLuxottica landscape. · The role works with global HR, IT, and vendor teams ...
1 settimana fa
We are seeking a motivated Digital Continuous Improvement (D-CI) analyst to join the Business Process Innovation (BPI) team. · The successful candidate will contribute to the delivery of digital transformation and process improvement initiatives across manufacturing and business ...
1 mese fa
We are seeking a Demand Planner Intern who will be responsible for the development and maintaining of sales forecast for the new Models/SKUs launched by EssilorLuxottica every year, · Discover more by following us on LinkedIn · Your #FutureInSight with EssilorLuxottica · Are you ...
2 settimane fa
We are a global leader in the design, manufacture and distribution of ophthalmic lenses, frames and sunglasses. Join our global community of over 190000 dedicated employees around the world in driving the transformation of the eyewear and eyecare industry. · Discover more by foll ...
2 settimane fa
We are a global leader in the design manufacture distribution ophthalmic lenses frames sunglasses.We offer industry stakeholders over countries access to global platform high-quality vision care products brands consumers love iconic brands network offers consumers high-quality vi ...
2 settimane fa
Take your career to the next level at EssilorLuxottica. · Study mass production plating and painting equipment; · Analyze production processes schedules methods and other data providing business leaders with reports containing statistics for future requirements needed for manufac ...
2 settimane fa
The quality process engineer will manage a highly complex manufacturing department to ensure excellent quality standards. · Conduct data analysis to identify trends, · root causes, and areas for improvement in · quality and processes. · ...
2 settimane fa
We are a global leader in the design, manufacture and distribution of ophthalmic lenses frames and sunglasses. Join our global community of over 190000 dedicated employees around the world in driving the transformation of the eyewear and eyecare industry. · Perform numerical simu ...
2 settimane fa
We are seeking a motivated Digital Process Optimization Lead (DPO-BPI) to join the Business Process Innovation (BPI) team.Our mission is to act as an enabler for operative teams and Subject Matter Experts supporting them with digital tools and data analytics to make quick data-dr ...
4 settimane fa
We are looking for a Quality Engineer intern who will support the team in different activities. · We are committed to creating an inclusive environment for all employees. We celebrate diversity and provide equal opportunities to all, · Perform scrap analysis and identify trends t ...
2 settimane fa
We are a global leader in the design, manufacture, and distribution of ophthalmic lenses, frames, and sunglasses. · We offer our industry stakeholders in over 150 countries access to a global platform of high-quality vision care products such as the Essilor brand, · with Varilux, ...
2 settimane fa
We are looking for a Technical Quality Transformation Expert to improve excellence based on data driver and trend analysis from the market.Main ResponsibilitiesAct as the technical reference for product quality within the assigned cluster · Lead product quality improvement initia ...
2 settimane fa
We are seeking a motivated Digital Continuous Improvement (D-CI) analyst to join the Business Process Innovation (BPI) team. · ...
1 mese fa
We are looking for a Production Engineer Intern who will support the teams in differet activities. · ...
2 settimane fa
We are looking for a Senior Quality Specialist who will support the APQP EMEA team in different activities during all phases of product quality approval. Analysis and qualitative approval activities of finished products from prototype to mass production with focus on Italian plan ...
2 settimane fa
We are looking for an HRIS Reporting & Organizational Management Specialist to ensure high-quality HR data, · accurate global reporting, · and smooth management of HR systems and integrations across · the EssilorLuxottica landscape.Manage end-to-end governance of HR reporting too ...
1 settimana fa
We are a global leader in the design manufacture and distribution of ophthalmic lenses frames and sunglasses Join our global community of over 190000 dedicated employees around the world in driving the transformation of the eyewear and eyecare industryMain ResponsibilitiesSales b ...
2 settimane fa