09 Sep
|
KritiLabs Technologies
|
Chennai
09 Sep
KritiLabs Technologies
Chennai
Key Responsibilities
- 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:Robust 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.
Pay: ₹209,607.90 - ₹315,796.53 per year
Application Question(s)
- How many years of hands-on experience do you have in developing and deploying Machine Learning/Data Science solutions?
- How would you rate your proficiency in Python, and which libraries have you worked with extensively (e.g., Pandas, NumPy, SciPy, Scikit-learn)?
- Have you independently developed and deployed an ML model in a production environment? If yes, briefly describe the project, your role, and the deployment approach used.
Work Location: In person
📌 Engineer - AI & ML (Chennai)
🏢 KritiLabs Technologies
📍 Chennai