25 Aug
|
Zigsaw
|
Coimbatore
ML Engineer
Years of Experience: 3 - 6 Yrs
Budget: 10 LPA.
Work Mode: Work From Office (Coimbatore)
Note: The candidate should demonstrate good communication skills.
Roles, Responsibilities and Duties / Tasks and duties that define the role
Develop and implement machine learning algorithms and models for various applications.
Conduct exploratory data analysis to uncover patterns and insights.
Design and develop machine learning pipelines for data ingestion, pre-processing, feature engineering, model training, and evaluation.
Optimize machine learning models for performance and scalability.
Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.
Stay up-to-date with the latest advancements in machine learning and deep learning.
Experiment with recent ML techniques and technologies.
Must-Have Skills:
Strong programming skills in Python and proficiency in ML frameworks (TensorFlow, PyTorch, Keras).
Experience with data pre-processing, feature engineering, and model selection.
Knowledge of various machine learning algorithms (regression, classification, clustering, etc.) and their applications.
Proficiency in statistical analysis and data visualization.
Excellent problem-solving and analytical skills.
Solid communication and collaboration skills.
Experience with deep learning architectures (CNN, RNN, LSTM, etc.).
Knowledge of ML Ops and model deployment practices.
Bachelor or Master’s degree in Computer Science, Data Science, Statistics, or a related field.
3 to 6 years of hands-on experience in a machine learning engineering role.
Valuable to have Skills
Experience with cloud platforms (AWS, GCP, Azure).
Familiarity with MLOps tooling (MLflow, Kubeflow, Airflow, Docker, Kubernetes).
Exposure to NLP or computer vision projects.
Experience building CI/CD pipelines for ML model deployment.
Familiarity with SQL and NoSQL databases.
Prior experience working with US-based clients or in a client-delivery environment.
📌 Machine Learning Engineer Coimbatore
🏢 Zigsaw
📍 Coimbatore