Job Title: ML Developer
Experience : 4+ years
Preferred Location: Manyata Tech Park, Nagavara, Bangalore
Other Locations: Pune / Gurgaon
Job Details and Requirements:
Must-Have Skills:
Strong experience in R or Python for building machine learning models.
Proficiency in ML frameworks.
Solid knowledge of data preprocessing techniques and feature engineering.
Hands-on experience in model deployment
Experience with SQL and data querying for large datasets.
Role and Responsibilities:
Develop and implement machine learning models using algorithms like regression, classification, and clustering.
Design data pipelines for preprocessing, feature engineering, and model deployment.
Build and optimize ML models using R (preferably) or Python, ensuring performance and scalability.
Deploy, monitor, and scale models in production environments, with experience in Azure and Databricks as a plus.
Collaborate with stakeholders to translate business needs into data-driven solutions.
Perform model evaluation using A/B testing and other validation techniques.
Good-to-Have Skills:
Experience with Databricks and Azure for cloud-based ML deployments.
Familiarity with MLOps tools like MLflow for model management.
Knowledge of deep learning architectures (CNNs, RNNs) and big data tools like Spark.