Python Developer (Senior)

Job Description

Title: Python Developer (Senior)

Company Name: Nascenia

Vacancy: 1

Age: 25 to 35 years

Job Location: Dhaka

Salary: Negotiable

Experience:

• 3 to 5 years
• The applicants should have experience in the following business area(s): Software Company

• Bachelor of Science (BSc) in Computer Science & Engineering

• 3 to 5 years
• The applicants should have experience in the following business area(s): Software Company

• Age 25 to 35 years

• Strong expertise in TensorFlow, Keras, PyTorch, scikit-learn, XGBoost, and other relevant ML/DL libraries.

• Hands-on experience with data wrangling tools and libraries like Pandas, NumPy, SciPy, Matplotlib, Seaborn, and Jupyter notebooks.

• Proven track record of developing and deploying machine learning models for real-world applications such as NLP, Computer Vision, Recommendation Systems, or Time Series Forecasting.

• Experience with cloud platforms such as AWS, Google Cloud, or Azure, especially for AI/ML deployment (e.g., using AWS Sagemaker, Google AI Platform).

• Familiarity with data storage solutions, including SQL, NoSQL databases, and big data tools like Apache Spark or Hadoop.

• Proficiency with Git, GitHub/GitLab, and collaborative software development workflows (e.g., Agile, Scrum).

• Experience in building and maintaining CI/CD pipelines for machine learning models and ensuring their integration into production systems.

• Experience with advanced AI techniques such as Reinforcement Learning, Generative Models (GANs), or Federated Learning.

• Strong background in NLP tasks like sentiment analysis, named entity recognition (NER), language models (e.g., BERT, GPT).

• Experience with image classification, object detection, or image segmentation tasks.

• Familiarity with MLOps practices to ensure model deployment, versioning, and monitoring at scale.

• Experience with distributed computing frameworks like Spark or Dask for handling large-scale datasets.

• Excellent written and verbal communication skills for conveying complex technical concepts to non-technical stakeholders.

• Ability to work independently, manage tasks, and meet deadlines in a fast-paced environment.

• Team player with a collaborative mindset, open to feedback and knowledge-sharing.

• Develop machine learning models and deep learning algorithms (e.g., classification, regression, clustering, NLP, computer vision) using Python libraries such as TensorFlow, PyTorch, scikit-learn, or Keras.

• Handle data pipelines, preprocess datasets, clean and format data, and implement feature engineering strategies to improve model performance.

• Architect, implement, and deploy AI solutions that are efficient, scalable, and robust in production environments.

• Work with cross-functional teams (product, data scientists, back-end engineers) to integrate AI models into products and services.

• Fine-tune AI models, experiment with hyperparameter tuning, and improve the performance and accuracy of models using techniques like cross-validation and grid search.

• Contribute to the design and improvement of the AI infrastructure, including managing model versioning, pipelines, and cloud-based deployment (e.g., AWS, Google Cloud, Azure).

• Continuously monitor model performance, troubleshoot issues, and ensure the reliability and scalability of deployed models in production.

• Provide mentorship and guidance to junior developers, perform code reviews, and ensure that AI best practices are followed across the team.

• Stay current with AI/ML research, tools, and technologies to propose new approaches and methods to improve existing models and algorithms.

• Festival Bonus: 2

We offer an attractive compensation package, an excellent work environment, and continuous learning opportunities. Visit our website (www.nascenia.com) and FB page (fb.com/nascenia) to know more about us.