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9 Digital Globe Services (DGS) Jobs
Machine Learning Engineer
2-5 years
New Delhi, Gurgaon / Gurugram
1 vacancy
Machine Learning Engineer
Digital Globe Services (DGS)
posted 1mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- Model Development: Design, build, and train machine learning models, including supervised, unsupervised, and reinforcement learning algorithms.
- Data Preparation: Collect, preprocess, and analyze large datasets to ensure high-quality input for machine learning systems.
- Model Optimization: Fine-tune models for performance, scalability, and efficiency using techniques like hyperparameter optimization and feature engineering.
- Production Deployment: Implement and deploy machine learning models into production environments, ensuring seamless integration with existing systems.
- Monitoring and Maintenance: Continuously monitor model performance in production and implement retraining or updates as needed.
- Collaboration: Partner with cross-functional teams, including data scientists, product managers, and software engineers, to deliver end-to-end solutions.
- Innovation: Stay up-to-date with the latest trends and advancements in machine learning, artificial intelligence, and related technologies to drive innovation.
- Education: Bachelor s or Master s degree in Computer Science, Data Science, Artificial Intelligence, or a related field (PhD is a plus).
- Experience:
- Proven experience in designing and implementing machine learning models in real-world applications.
- Strong understanding of machine learning algorithms, frameworks, and libraries (e.g., TensorFlow, PyTorch, scikit-learn).
- Programming Skills: Proficiency in Python, R, or Java, with experience in data analysis and modeling libraries (e.g., NumPy, Pandas, Matplotlib).
- Mathematics and Statistics: Strong foundation in linear algebra, calculus, probability, and statistics.
- Cloud and Big Data: Experience with cloud platforms (AWS, Google Cloud, Azure) and big data tools (e.g., Hadoop, Spark).
- Version Control: Familiarity with version control systems like Git.
- Experience with NLP, computer vision, or deep learning.
- Familiarity with MLOps practices, including CI/CD pipelines for ML.
- Knowledge of containerization and orchestration tools (e.g., Docker, Kubernetes).
- Strong analytical and problem-solving skills.
- Excellent communication and collaboration abilities.
- Eagerness to learn and adapt in a fast-paced environment.
- Ability to translate business problems into machine learning solutions.
Employment Type: Full Time, Permanent
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Digital Globe Services (DGS) Benefits
Free Transport 
Cafeteria 
Work From Home 
Team Outings 
International Relocation 
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