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Senior Machine Learning Engineer

bullets
Data Science, Python, NLP Preprocessing
bullets
Hyderabad, Bangalore, Pune, Chennai, Gurgaon
Senior Machine Learning Engineer

We are seeking a Senior Machine Learning Engineer with experience in various data science techniques, tools, and cloud providers.

The ideal candidate will be responsible for designing, developing, and implementing cutting-edge data science models and machine learning algorithms to tackle complex problems in various domains. You will work closely with cross-functional teams to understand business requirements, identify opportunities for applying machine learning/deep learning/AI techniques, and deliver innovative solutions that push the boundaries of AI technology.

This role requires a strong background in machine learning, deep learning, and computer vision, along with a passion for exploring and experimenting with state-of-the-art models.

responsibilities
  • Design, develop, and implement novel data science models and machine learning algorithms that solve complex problems. This includes architectural design, data pre-processing, training, optimization, and evaluation of models
    • Collaborate with data engineers and data scientists to collect, pre-process, and curate datasets suitable for training
      • Train and fine-tune machine learning/deep learning models using large-scale datasets and distributed computing frameworks. Optimize models for performance, efficiency, and scalability
        • Design and conduct experiments to evaluate the performance, robustness, and generalization of tune machine learning/deep learning models. Use appropriate metrics and statistical analysis to measure and interpret results
          • Prepare technical documentation, including model architecture, implementation details, and experimental results. Communicate findings, insights, and recommendations to both technical and non-technical stakeholders
            requirements
            • Bachelor’s or master’s degree in computer science, Data Science, Statistics, or related field
              • Minimum of 5 to 8 years of experience is required
                • Solid foundation in Machine Learning, Deep Learning, Computer Vision, NLP
                  • Proficiency in Python
                    • Experience Deep learning frameworks like Tensorflow, Pytorch, Keras, Jax, etc.
                      • Experience with pandas, scikit-learn, matplotlib, spacy, statsmodel, etc.
                        • General understanding of data structures, algorithms, multi-threaded programming, and distributed computing concepts
                          • Knowledge of statistical and algorithmic models as well as of fundamental mathematical concepts, such as linear algebra and probability
                            • Familiarity with cloud services (AWS, Google Cloud, Azure)
                              • Excellent written and verbal communication skills
                                nice to have
                                • Experience with Docker and Kubernetes
                                  technologies
                                  • NLP
                                    • GPT
                                      • Python

                                        Benefits

                                        For you
                                        • Insurance Coverage 
                                        • Paid Leaves – including maternity, bereavement, paternity, and special COVID-19 leaves. 
                                        • Financial assistance for medical crisis 
                                        • Retiral Benefits – VPF and NPS 
                                        • Customized Mindfulness and Wellness programs 
                                        • EPAM Hobby Clubs
                                        For your comfortable work
                                        • Hybrid Work Model 
                                        • Soft loans to set up workspace at home 
                                        • Stable workload 
                                        • Relocation opportunities with ‘EPAM without Borders’ program

                                        For your growth
                                        • Certification trainings for technical and soft skills 
                                        • Access to unlimited LinkedIn Learning platform 
                                        • Access to internal learning programs set up by world class trainers 
                                        • Community networking and idea creation platforms 
                                        • Mentorship programs 
                                        • Self-driven career progression tool