Want to get hired at Ciklum?
Senior Data Scientist
Ciklum
IndiaOn Site
Original Job Summary
About the Role
Ciklum is looking for a Data Science Engineer to join our full-time team in India. As a Senior Data Scientist, you will be part of a cross-functional development team engineering the experiences of tomorrow.
Responsibilities
- Design, develop, and deploy advanced computer vision models for tasks such as object detection, image classification, and automated image analysis.
- Lead extraction, cleaning, and enrichment of large-scale IoT sensor data to uncover insights.
- Apply sophisticated signal processing to analyze time-series sensor data and build predictive models.
- Manage the full lifecycle of AI/ML projects from proof-of-concept to deployment.
- Implement and maintain robust data and code pipelines using MLOps best practices (Docker, CI/CD).
- Utilize model explainability frameworks like SHAP to interpret complex models.
- Collaborate with cross-functional teams to design and build REST APIs for serving machine learning models.
Requirements
- 6+ years in the AI/ML domain with a strong project portfolio in computer vision.
- High proficiency in Python and SQL.
- Experience with PyTorch, Keras, Scikit-learn, Pandas, and OpenCV.
- Familiarity with cloud platforms (Azure, AWS, GCP) and MLOps tools (Git, Docker, Terraform, CI/CD).
- Bachelor of Engineering degree or equivalent in a relevant technical field.
Desirable
- Experience with big data technologies such as PySpark and Databricks.
- Knowledge of advanced NLP techniques, including RAG and Large Language Models.
- Certifications in Deep Learning or Data Engineering on cloud platforms.
- Proven ability to lead and mentor data science teams.
What’s in it for You?
- Work alongside top professionals in a friendly, open-door environment.
- Take on large-scale projects with global impact.
- Grow your skills with internal events, certifications, and language courses.
- Enjoy company-paid medical insurance, mental health support, and legal consultations.
Key skills/competency
- Python
- SQL
- Computer Vision
- Signal Processing
- Machine Learning
- MLOps
- Cloud
- Docker
- CI/CD
- Data Analysis
How to Get Hired at Ciklum
🎯 Tips for Getting Hired
- Research Ciklum's culture: Study their mission, values, and news.
- Customize your resume: Highlight computer vision and ML expertise.
- Prepare technical examples: Showcase past AI/ML projects.
- Practice interview questions: Focus on data science and leadership.
📝 Interview Preparation Advice
Technical Preparation
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Review Python and SQL coding challenges.
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Practice building computer vision models.
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Study Docker configurations and CI/CD pipelines.
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Revisit signal processing methods for time-series data.
Behavioral Questions
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Describe a challenging project you led.
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Explain your team collaboration experiences.
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Discuss how you handle project setbacks.
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Share an instance of mentoring colleagues.