CodelogicX is a pioneering technology company, proudly certified with ISO 9001:2015 and ISO/IEC 27001:2013 standards. We are committed to advancing innovation and delivering state-of-the-art solutions that redefine industry standards. We are seeking a skilled and detail-oriented Core Machine Learning Engineer with a strong foundation in classical machine learning and deep learning techniques. The ideal candidate will have hands-on experience building, evaluating, and optimizing machine learning models, with a focus on core ML concepts rather than generative AI or LLM-based systems.
· Design, develop, and deploy machine learning models using core ML techniques.
· Implement supervised and unsupervised learning algorithms for structured and unstructured data.
· Work on end-to-end ML pipelines including data preprocessing, feature engineering, model training, and evaluation.
· Apply deep learning models for tasks such as image classification and object detection.
· Analyze datasets to extract meaningful insights and improve model performance.
· Perform data cleaning, transformation, and feature selection to enhance model accuracy.
· Evaluate model performance using appropriate metrics and validation techniques.
· Optimize models for performance, scalability, and efficiency.
· Collaborate with cross-functional teams including data engineers and software developers.
· Document experiments, workflows, and model performance results.
Requirements
· Minimum 3 years of hands on experience in core machine learning.
· Technical skills:
Strong proficiency in Scikit-learn, PyTorch, NumPy, Pandas, OpenCV, Matplotlib, EAI Library (or similar ML frameworks)
· Machine Learning Algorithms:
- Supervised Learning: Linear Regression, Logistic Regression, Decision Trees, Random Forest.
- Unsupervised Learning: Artificial Neural Networks (ANN), Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Transformer Architecture, Object Detection, Image Classification.
· Deep Learning: Artificial Neural Networks (ANN), Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Transformer Architecture, Object Detection, Image Classification
- Core ML Knowledge: Data Cleaning and Preprocessing, Feature Engineering, Model Evaluation Techniques (e.g., cross-validation, metrics analysis).
Benefits
Health insurance
Hybrid working mode
Provident Fund
Parental leave
Yearly Bonus Gratuity
Location: Kolkata
Skills Required
- Minimum 3 years of hands-on experience in core machine learning
- Strong proficiency in Scikit-learn, PyTorch, NumPy, Pandas, OpenCV, Matplotlib, and EAI Library or similar ML frameworks
- Experience with supervised learning algorithms, including linear regression, logistic regression, decision trees, and random forests
- Experience with deep learning architectures, including ANN, CNN, RNN, and Transformer Architecture
- Experience with object detection and image classification
- Knowledge of data cleaning, preprocessing, feature engineering, and feature selection
- Knowledge of model evaluation techniques, including cross-validation and metrics analysis
What We Do
Codelogicx is a technology services and product engineering firm working with fast paced startups, medium sized businesses, and Enterprises. Technology development drive world’s progress, software development drives technology. Codelogicx as a driver of software development understand the critical role it plays in shaping the future of the world. At Codelogicx our mission is to help every startup entrepreneur to succeed and get their product to global recognition. We also partner with enterprises to help them with their engineering challenges through innovating software engineering solutions. Codelogicx has deep technical expertise in Digital transformation, Cloud, Mobile, Web, Product engineering, Machine Learning and Blockchain and has been an evangelist of open-source technologies. As a progressive company Codelogicx is constantly innovating on processes and culture and has embraced hybrid work culture to reduce travel and carbon emission and support both employees and environment. Codelogicx is privately held and has presence in US, Saudi Arabia and India
