Experience
4 - 9 yrs
Job Location
Chennai, India
Vacancy
1
Designation
Ai Ml Engineer
Job Type
Not specified
Job Description
- Data Analysis & Preparation: Independently collect, clean, pre process, and analyze structured and unstructured data to extract actionable insights and prepare datasets for model training and evaluation.
- Model Development: Design, develop, implement, and deploy machine learning models and algorithms to solve real-world business problems.
- Experimentation & Optimization: Design and conduct experiments, evaluate model performance using appropriate metrics, and optimize models for accuracy, scalability, and efficiency.
- Model Deployment & Maintenance: Collaborate on deploying ML models into production environments and monitor model performance over time.
- Documentation: Create and maintain clear documentation for data pipelines, experiments, models, and workflows to ensure reproducibility and knowledge sharing.
- Collaboration: Work closely with cross-functional teams including product, engineering, and data teams to integrate AI/ML solutions into existing systems and workflows.
- Mentorship & Review: Provide guidance to junior team members, participate in code reviews, and contribute to best practices within the team.
- Continuous Learning: Stay updated with the latest AI/ML research, tools, and industry trends, and proactively suggest improvements to existing solutions.
Qualification:
- Educational Background: Bachelor?s or Master?s degree in Computer Science, Data Science, Mathematics, Statistics, or a related field.
- Professional Experience: 2?4 years of hands-on experience in developing and deploying machine learning or data science solutions.
- Programming Skills: Strong proficiency in Python (or R) with experience in data manipulation and analysis using libraries such as Pandas, NumPy, and SciPy.
- Machine Learning Expertise: Solid understanding of machine learning algorithms including regression, classification, clustering, and model evaluation techniques.
- Data Handling: Experience working with large datasets, feature engineering, and data preprocessing pipelines.
- Analytical Skills: Strong problem-solving skills with attention to detail and the ability to translate business problems into ML solutions.
- Communication: Effective verbal and written communication skills, with the ability to explain technical concepts to non-technical stakeholders.
- Team Collaboration: Proven ability to work in a collaborative, fast-paced environment and manage tasks independently.
Preferred Qualifications:
- Frameworks & Tools: Hands-on experience with ML frameworks such as TensorFlow, PyTorch, or scikit-learn.
- Deployment Experience: Exposure to model deployment using cloud platforms, APIs, or MLOps tools is a plus.
- Projects: Demonstrated experience through professional projects involving end-to-end ML solution development.
- Big Data & Databases: Familiarity with SQL, NoSQL databases, or big data tools is advantageous.
- Location: Chennai
- Experience: 2-4 years
- Mode of Work: Work from office
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