GeeksforGeeks Looking for Machine Learning Engineer – Predictive Modeling at Noida Full Time

About the Role :

Seeking a skilled Machine Learning Engineer proficient in developing and deploying machine-learning models. Responsibilities include data analysis, algorithm design, and implementation to create predictive models. The ideal candidate should possess strong programming skills, expertise in ML frameworks, and a solid understanding of statistical methods for optimal model B Tech / M Tech (CS/IT)

Experience Required: 1+ years

Roles and responsibilities :

– Establishing best practices for data collection, preparation and analysis.

– Design, develop, and implement machine learning algorithms and models tailored to specific. business needs or applications.

– Evaluate model performance, fine-tune parameters,

and optimize algorithms to enhance accuracy, scalability, and efficiency.

– Reviewing existing data sets to identify potential problems with the accuracy or completeness of data.

– Identify and engineer relevant features from data to improve model performance and predictive accuracy.

– Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability.

– Verifying data quality, and or ensuring it via data cleaning.

– Defining the preprocessing or feature engineering to be done on a given dataset.

– Analyzing the errors of the model and designing strategies to overcome them.

– Deploy models into production environments and integrate them into existing systems or platforms for real-time application.

Requirements :

– Knowledge of GCP (Google Cloud Platform) Vertex AI.

– Proficient in NLP, Flask, Transformers, Chatbots.

– Proficiency in Python and basic libraries for machine learning such as scikit-learn, Deep learning,

Numpy and Panda are good to have.

– Skills in evaluating model performance metrics, hyperparameter tuning, and optimising algorithms for better accuracy and efficiency.

– Ability to stay updated with the latest trends, research papers, and advancements in machine learning, adapting skills to evolving technologies and methodologies.

– Strong statistical skills.

– Problem-solving aptitude.

– Should be good at communication and be able to work with a cross-functional team.

(ref:hirist.com)

▶️ Machine Learning Engineer – Predictive Modeling
🖊️ GeeksforGeeks
📍 Noida