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AI / ML Engineer

AI / ML Engineer

Tata Consultancy ServicesPortugal, Portugal
Há 7 dias
Descrição do cargo

Are you an AI / ML Engineer , seeking a new interesting challenge ? 🔍

If your answer is yes, it’s your lucky day so keep reading, it can be just what you're looking for ! 👀

🧐 WHAT WE ARE LOOKING FOR IN YOU?

  • 5+ years in AI / ML engineering, with at least 3+ years in MLOps / GenAI Ops.
  • Strong expertise with Snowflake (Snowpark, UDFs, ML integrations, governance).
  • Hands-on experience in Azure ML ecosystem (Azure ML Studio, Azure OpenAI).
  • Proficiency in MLOps frameworks (MLflow, Kubeflow, Airflow, DVC, Feast).
  • Strong coding skills in Python, SQL, and exposure to PyTorch / TensorFlow.
  • CI / CD & deployment with Azure DevOps / GitHub Actions, Docker, and Kubernetes.
  • Knowledge of responsible AI, security, and compliance in enterprise environments.
  • Proven track record of leading engineering teams and deploying AI / ML at scale.
  • Strong interpersonal skills with the ability to work cross-functionally with stakeholders, engineers, and analysts.

👀 GOOD TO HAVE :

  • Multi-cloud AI / ML experience (AWS / GCP in addition to Azure).
  • Knowledge of feature stores, model registries, and enterprise ML governance.
  • Contributions to open-source MLOps / GenAI frameworks.
  • Understanding data privacy regulations (GDPR, HIPAA) and AI ethics frameworks.
  • Experience implementing role-based access control (RBAC) and data masking in Snowflake or Azure.
  • Contributions to open-source ML / GenAI projects or active participation in AI communities.
  • Strong presentation skills for technical demos, architecture reviews, or stakeholder briefings
  • Experience with Databricks, AWS SageMaker, or Google Vertex AI for cross-cloud ML workflows.
  • Exposure to streaming data platforms like Kafka, Azure Event Hubs, or Apache Flink.
  • 🧐 HOW WILL YOUR DAILY JOB BE?

    MLOps / GenAI Ops

  • Design and implement end-to-end ML pipelines (data ingestion, training, validation, deployment, monitoring, retraining).
  • Operationalize GenAI models (LLMs, embeddings, vector databases, prompt orchestration) for enterprise use cases.
  • Automate CI / CD workflows for ML / GenAI apps ensuring reproducibility, scalability, and governance.
  • Implement model monitoring, observability, and drift detection frameworks.
  • Define best practices for ML / GenAI lifecycle management and compliance.
  • Azure Cloud Engineering

  • Build and optimize AI / ML solutions on Azure using services like Azure ML, AKS, Azure OpenAI
  • Design cloud-native architectures ensuring scalability, high availability, and security.
  • Implement cost-efficient infrastructure for large-scale AI workloads.
  • Snowflake as a Data Platform

  • Use Snowflake as the central data platform for feature engineering, data preparation, and model serving.
  • Integrate Snowpark, Python UDFs, and Snowflake ML with AI / ML pipelines.
  • Enable real-time and batch data pipelines with Snowflake + Azure ecosystems.
  • Implement data governance, lineage, and observability in Snowflake for AI / ML workloads.
  • Leadership & Collaboration

  • Serve as a technical leader and mentor for ML and data engineers.
  • Partner with data scientists to produce research models on Snowflake and Azure.
  • Engage with product and business stakeholders to align AI solutions with enterprise strategy.
  • Drive innovation in GenAI Ops, MLOps, and data platform integration.
  • 📅 WHERE AND WHEN?

  • Workplace : Portugal / remote work
  • Work Schedule : 9AM to 6PM
  • 🤝 WHAT WE CAN OFFER YOU?

  • Permanent contract 📋
  • Pay and benefits 💸 - Competitive salary and a flexible compensation plan adapted to your needs (Ticket restaurant plan + Health Insurance).
  • Opportunity knocks 👍🏻 - Being a part of a growing company, we want to support your path with a career development plan and annual performance-based compensation reviews .
  • Learn as you grow 📚 - Starting with a fantastic onboarding program , TCS has robust learning platforms that will allow you to learn and grow personal as professionally.
  • Bring your buddy 👫 - If you have referred a friend for an open position under the BYB Scheme and she / he is hired you’ll receive a very attractive cash award.
  • Connect globally 🌏 - Work with people from all over the world . You can feel the multicultural workforce .
  • And so on 🎉 - Appreciations, incentives, Team Building activities, diversity and inclusion programs, sustainability activities, corporative events... This has only just begun!
  • 💡 WHO ARE WE?

    Tata Consultancy Services (TCS) is an Information Technology (IT) company founded in 1968, being part of the Tata Group .

    With a presence in 55 countries and over 600,000 employees , TCS is recognized as the #1 Employer in Europe by the Top Employers Institute 🥇

    In our portfolio of services, we have information technology services , asset-based solutions , global consulting , engineering and industrial services , digital solutions and services , application maintenance and development , quality assurance and testing services , IT infrastructure and BPS 🎯

    We stand out for our experience , reliability , passion , confidence , creativity and skills 💯

    WELCOME, WE ARE WAITING FOR YOU! 🚀

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    Engineer • Portugal, Portugal