
Advanced Machine Learning Engineer
2 days ago
About the Role
We are seeking a highly skilled and results-driven Data Scientist / AI Specialist to join our team. This individual will be responsible for developing and deploying advanced machine learning models to solve complex business problems, drive data-based decision-making, and support AI-driven product development.
Key Responsibilities:
- Design, build, and optimize supervised, unsupervised, and deep learning models for various business applications.
- Clean, transform, and analyze structured and unstructured data; identify significant features and trends.
- Develop end-to-end AI pipelines and integrate models into production systems using APIs or deployment frameworks.
- Work closely with product managers, domain experts, and engineers to understand requirements and translate them into data science solutions.
- Track model performance (e.g., RMSE, F1 score, ROC AUC), and prepare technical documentation and reports.
- Stay up to date with the latest AI/ML techniques and propose innovative applications.
Required Skills & Qualifications:
- Bachelors or Masters degree in Computer Science, Statistics, Mathematics, Data Science, or related field.
- 4-6 years of hands-on experience in: Python, R, SQL Machine Learning frameworks (e.g., Scikit-learn, XGBoost, LightGBM) Deep Learning (e.g., TensorFlow, PyTorch, Keras) Data manipulation and visualization (e.g., Pandas, NumPy, Matplotlib, Seaborn) Model deployment tools (e.g., Flask, FastAPI, Docker, MLflow) Experience with cloud platforms (AWS/GCP/Azure) and MLOps tools Familiarity with large-scale data processing (e.g., Spark, Dask)
- Familiarity with NLP, computer vision, or generative AI is highly desirable.
Preferred Candidate Profile:
This role requires a highly motivated and detail-oriented individual who can work effectively in a collaborative environment. The ideal candidate will have a strong background in machine learning, excellent problem-solving skills, and the ability to communicate complex ideas effectively.
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