10 Sep
|
Maxtra Technologies
|
Noida
10 Sep
Maxtra Technologies
Noida
We are looking for an AI/ML Engineer with 1 year of experience to design, develop, train, and evaluate machine learning models. The candidate should have a strong understanding of AI/ML fundamentals, machine learning algorithms, model parameters, evaluation metrics, and practical model development.
Key Responsibilities
- Develop and implement machine learning models for real-world business problems.
- Perform data preprocessing, cleaning, transformation, and feature engineering.
- Apply supervised, unsupervised, and basic reinforcement learning techniques.
- Train, validate, test, and optimize ML models.
- Select appropriate algorithms based on the problem and dataset.
- Tune model hyperparameters and improve model performance.
- Evaluate models using appropriate metrics such as Accuracy, Precision, Recall, F1 Score, MAE, MSE, RMSE, and R².
- Identify and resolve issues related to overfitting, underfitting, bias, and variance.
- Work with regression, classification, clustering, and dimensionality-reduction techniques.
- Build and integrate ML models into applications or APIs.
- Document experiments, models, results, and implementation details.
- Collaborate with developers and other technical teams to deliver AI/ML solutions.
Required AI/ML Skills
- Strong understanding of Artificial Intelligence and Machine Learning concepts.
- Knowledge of:
- Supervised Learning
- Unsupervised Learning
- Semi-Supervised Learning
- Reinforcement Learning
- Good understanding of ML algorithms:
- Linear Regression
- Logistic Regression
- Decision Trees
- Random Forest
- KNN
- SVM
- K-Means
- PCA
- Understanding of model parameters and hyperparameters.
- Knowledge of training, validation, and testing.
- Understanding of cross-validation and hyperparameter tuning.
- Knowledge of overfitting, underfitting, bias-variance tradeoff, and regularization.
- Understanding of classification and regression evaluation metrics.
- Strong Python programming skills.
- Experience with NumPy, Pandas, and Scikit-learn.
- Basic knowledge of TensorFlow or PyTorch.
- Basic SQL knowledge.
- Familiarity with Git/GitHub.
Preferred Skills
- Basic knowledge of Deep Learning and Neural Networks.
- Exposure to NLP or Computer Vision.
- Understanding of Generative AI and LLM concepts.
- Basic knowledge of model deployment and REST APIs.
- Familiarity with Docker or cloud platforms is an advantage.
Pay: ₹10,000.00 - ₹15,000.00 per year
Advantages:
- Flexible schedule
- Paid sick time
Work Location: In person
📌 AI/ML Developer (Noida)
🏢 Maxtra Technologies
📍 Noida