AI Developer

PradeepIT Consulting Services Pvt Ltd; Pune District; On-site; INR 600,000 - 900,000; Full time

Job summary

A technology consulting firm in Pune is looking for a data scientist to execute AI and ML projects. The role involves developing ML models and deploying innovative solutions such as chatbots. Candidates should hold a relevant degree and have 1-3 years of experience in data science or machine learning. Proficiency in Python and SQL is essential, along with strong analytical and problem-solving skills.

Qualifications

• 1-3 years of experience in data science, machine learning, or AI-related roles.
• Hands-on experience with ML model development and deployment.
• Exposure to GenAI technologies, including LLMs and chatbot development.

Responsibilities

• Execute PoCs and MVPs for AI and ML projects, focusing on practical implementation.
• Develop and refine ML models, including supervised and unsupervised learning algorithms.
• Build and deploy GenAI solutions, such as LLMs and chatbots.
• Conduct exploratory data analysis (EDA) to uncover insights.
• Monitor GenAI outputs for issues such as bias and accuracy.

Skills

Python

SQL

Machine Learning

Data Visualization

Analytical skills

Problem-solving

Education

Bachelor's or Master's degree in Computer Science, Data Science, AI, or related field

Tools

scikit-learn

TensorFlow

PyTorch

MLflow

Airflow

Job description

Responsibilities

• Execute PoCs and MVPs for AI and ML projects, focusing on practical implementation.
• Develop and refine ML models, including supervised and unsupervised learning algorithms.
• Build and deploy GenAI solutions, such as Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) systems, and chatbots.
• Data Handling & Preprocessing: Collect, clean, and preprocess data to ensure quality inputs for model training.
• Conduct exploratory data analysis (EDA) to uncover insights and inform model development.
• Work with Data Engineers to ensure smooth data pipelines and infrastructure.
• Evaluate model performance using appropriate metrics and fine-tune algorithms for optimal results.
• Monitor GenAI outputs for issues such as bias, hallucinations, and accuracy.
• Implement feedback loops for continuous model improvement.
• Work closely with the AI Lead and cross-functional teams to align projects with business objectives.
• Document model development processes, code, and findings for transparency and reproducibility.
• Contribute to the development of best practices and playbooks for AI and ML solutions.

Education

• Bachelors or Masters degree in Computer Science, Data Science, AI, or a related field.

Experience

• 1-3 years of experience in data science, machine learning, or AI-related roles.
• Hands-on experience with ML model development and deployment.
• Exposure to GenAI technologies, including LLMs and chatbot development, is a plus.

Technical Skills

• Proficient in Python and SQL for data manipulation and model development.
• Familiarity with ML frameworks and libraries such as scikit-learn, TensorFlow, or PyTorch.
• Experience with data visualization tools (e.g., Matplotlib, Seaborn) and EDA techniques.
• Basic understanding of MLOps tools like MLflow, Airflow, or similar is an advantage.
• Exposure to cloud platforms (Azure, AWS, GCP) for AI/ML model deployment is a plus.

Soft Skills

• Strong analytical and problem-solving skills.
• Eagerness to learn and adapt in a fast-paced, evolving environment.
• Detail-oriented with a focus on delivering high-quality work.