Data Scientist

Lead Recruiter @ Tek Leaders Inc | MCA in Computer Science

Title : Data Scientist

Duration : 12+ Months

Location : Guadalajara, Mexico - 5 days in Office

Responsibilities

• Design and build end-to-end data pipelines : ingestion, transformation, labeling, feature engineering, training, validation, and deployment.
• Develop and maintain reproducible ML research workflows using Jupyter / Colab notebooks and version-controlled environments.
• Lead data labeling strategy : define annotation guidelines, ensure data quality, and automate labeling where possible.
• Conduct exploratory data analysis (EDA) and create scalable datasets for supervised and unsupervised ML.
• Train, evaluate, and optimize ML models, ensuring performance across multiple environments (dev, staging, prod).
• Implement MLOps best practices : experiment tracking, pipeline automation, CI / CD for ML, and monitoring model drift.
• Collaborate with cross-functional teams (ML engineers, software developers, product managers) to translate research outcomes into production-ready solutions.
• PhD in Computer Science, Data Science, Statistics, Applied Mathematics, or related field.
• 3+ years of research and applied industry experience in data science or ML.
• Proven experience in designing, building, and maintaining end-to-end ML pipelines.
• Strong programming skills in Python, with expertise in libraries like pandas, NumPy, scikit-learn, TensorFlow / PyTorch.
• Proficiency with notebook-based experimentation and data labeling pipelines.
• Solid understanding of statistical modeling, machine learning algorithms, and data quality management.
• Experience with SQL and data warehouses / lakes for large-scale data processing.
• Hands-on experience with MLOps tools (MLflow, Kubeflow, Airflow, Vertex AI, SageMaker).
• Familiarity with cloud platforms (GCP, and containerization (Docker / Kubernetes).
• Experience automating data labeling workflows (e.g., active learning, weak supervision).

Qualifications

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