13 Aug
|
HCLTech
|
Bengaluru
HCLTech is a global technology company, home to more than 226,500+ people across 60 countries, delivering industry-leading capabilities centered around AI, digital, engineering, cloud and software, powered by a broad portfolio of technology services and products. We work with clients across all major verticals, providing industry solutions for Financial Services, Manufacturing, Life Sciences and Healthcare, High Tech, Semiconductor, Telecom and Media, Retail and CPG, Mobility and Public Services.
HCLTech is seeking a skilled Machine Learning Engineer, Data Scientist, or Data Analyst to design, develop, and deploy machine learning models, conduct deep data analysis, and generate actionable insights.
Exp: 8- 12 years
Location: Bengaluru /Chennai /Hyderabad /Noida/Pune
Key Responsibilities:
Data Preparation & Analysis:
Gather, clean, and preprocess structured, semi-structured, and unstructured data from various sources.
Conduct exploratory data analysis (EDA) to identify trends, patterns, and outliers.
Apply data wrangling techniques using Pandas, NumPy,
and SQL to transform raw data into usable formats.
Use statistical analysis to drive data-driven decision-making.
Machine Learning Model Development:
Build, train, and fine-tune machine learning models using Scikit-learn, TensorFlow, Keras, or PyTorch.
Develop predictive models, classification algorithms, clustering models, and recommendation systems.
Conduct hyperparameter optimization using techniques like grid search or random search.
Model Evaluation & Optimization:
Evaluate model performance using metrics such as Accuracy, Precision, Recall, F1-Score, AUC-ROC, Confusion Matrix, and Cross-validation.
Improve model performance through techniques such as feature engineering, data augmentation, and regularization.
Deploy models into production environments, and monitor performance for continual improvement.
Data Visualization & Reporting:
Develop dashboards and reports using Tableau, Power BI, Matplotlib, Seaborn, or
📌 Machine Learning Engineer, Data Scientist, or Data Analyst (Bengaluru)
🏢 HCLTech
📍 Bengaluru