11 Sep
|
Maxtra Technologies
|
India
11 Sep
Maxtra Technologies
India
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
Valuable 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:
Versatile schedule
Paid sick time
Work Location: In person
📌 Ai/ml Developer Noida (India)
🏢 Maxtra Technologies
📍 India