Machine Learning Engineer

hace 4 semanas

Ciudad de México Tekton Labs A tiempo completo

**Join Tekton Labs: Shaping the Future of AI & MLOps**:At **Tekton Labs**, we lead **AI-driven innovation, automation, and high-impact technology projects**. As a **Machine Learning Engineer**, you will bridge the gap between **ML model development and production deployment**, ensuring scalable and efficient AI solutions. If you're passionate about **optimizing, deploying, and automating AI models**, this is your opportunity to drive real-world impact**Key Responsibilities**:**ML Model Development & Optimization**:- ✔ Train, test, and fine-tune models using **TensorFlow, PyTorch, Hugging Face**.- ✔ Implement **feature engineering and vector databases** for efficient text retrieval.**MLOps & Deployment**:- ✔ Automate the **entire ML lifecycle** (training, validation, deployment) using **MLflow, GitHub Actions, Kubernetes**.- ✔ Deploy AI models as **serverless APIs** using **Azure Functions & Kubernetes (AKS)**.- ✔ Implement **model versioning, monitoring (Azure Monitor), and drift detection**.**Data Processing & Storage**:- ✔ Optimize **AI workloads** with **Spark, Databricks, and Delta Lake**.- ✔ Design scalable **data ingestion pipelines** using **Azure Data Factory, Prefect, Apache Airflow**.**Required Qualifications & Experience**:**Must-Have**:- 3+ years of experience in **machine learning model development**.- Expertise in **Python, SQL, and PySpark**.- Strong knowledge of **TensorFlow, PyTorch, Hugging Face, OpenAI API**.- Experience with **MLOps tools (MLflow, DVC, Kubernetes, Terraform, GitHub Actions)**.- Hands-on experience with **cloud AI services (Azure Cognitive Services, Azure Machine Learning)**.- Proficiency in **data processing frameworks (Pandas, Spark, Databricks, Azure Data Factory)**.**✨ Nice-to-Have**:- Experience with **Azure Monitor & Prometheus for model monitoring**.- Understanding of **serverless AI deployments**.- Experience optimizing **large-scale AI workloads**.**Soft Skills**:- ✔ Strong **problem-solving & analytical thinking**.- ✔ Excellent **collaboration & communication** skills.- ✔ Ability to **work with cross-functional teams (Data Scientists, DevOps, Engineers, and Product Managers)**.**Why Join Tekton Labs?**:- **Work on state-of-the-art AI & MLOps projects**.- Be part of a **team that values innovation & automation**.- Opportunities for **career growth & leadership**.- Flexible **remote, hybrid, or onsite** work arrangements.Submit your **CV & portfolio (if applicable)** and be part of AI-driven innovation

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