Python Developer - NLP/Machine Learning (3-6 yrs)

Job Summary :

We are seeking a skilled and enthusiastic Python Developer with expertise in Natural Language Processing (NLP) and Machine Learning (ML). In this role, you will design and implement AI-driven solutions, leveraging Python and its ecosystem to solve complex real-world problems.

You will work with large datasets, develop intelligent models, and deploy scalable applications.

Key Responsibilities :

- Design, build, and optimize NLP models for tasks like text classification, sentiment analysis, named entity recognition, and summarization.

- Implement and train machine learning models using supervised, unsupervised, and deep learning techniques.

- Collect, preprocess, and clean structured and unstructured data for model training.

- Develop data pipelines for efficient data handling.

- Write efficient and scalable Python code for integrating machine learning models into production systems.

- Design APIs and services to enable seamless integration of ML and NLP solutions into applications.

- Stay up to date with the latest advancements in NLP and ML.

- Experiment with cutting-edge technologies like transformers, pre-trained models (i.e., GPT, BERT), and fine-tuning techniques.

- Analyze and optimize model performance, including speed, accuracy, and scalability.

- Identify and resolve issues related to computational bottlenecks.

- Work closely with data engineers, product managers, and stakeholders to understand business requirements and deliver AI-driven solutions.

- Collaborate with DevOps teams to deploy and monitor ML models in production.

Skills and Qualifications :

Technical Skills :

- Proficiency in Python and its libraries, including TensorFlow, PyTorch, scikit-learn, NLTK, and spaCy.

- Strong understanding of NLP techniques (tokenization, embeddings, POS tagging, etc.) and frameworks (Hugging Face, Transformers).

- Hands-on experience with deep learning architectures like RNNs, CNNs, and transformers.

- Familiarity with machine learning pipelines and tools such as MLflow or Kubeflow.

- Knowledge of big data tools (i.e., Spark, Hadoop) and distributed computing is a plus.

- Experience with cloud platforms (AWS, GCP, Azure) and containerization (Docker, Kubernetes).

- Proficient in using SQL and NoSQL databases for data management.

Soft Skills :

- Strong analytical and problem-solving skills with attention to detail.

- Ability to communicate complex technical concepts to non-technical stakeholders.

- Team player with excellent collaboration and interpersonal skills.

- Self-motivated and eager to explore new technologies.

Educational Qualifications :

- Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or a related field.

- Certifications in NLP, ML, or AI (i.e., Coursera, Udemy, or Google AI certifications) are a plus.

Experience : 3-6 years of experience in Python development and familiarity with NLP/ML concepts