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Lead Data Scientist
EPAM Systems
posted 16d ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
We are seeking a Lead Data Scientist 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 preprocessing, 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
- Bachelor s or master s degree in computer science, Data Science, Statistics, or related field
- 8 to 12 years of solid foundation in Machine Learning, Deep Learning, Computer Vision, NLP
- Proficiency in Python
- Experience Deep learning framework 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
- Good to have - Docker, Kubernetes
- Opportunity to work on technical challenges that may impact across geographies
- Vast opportunities for self-development: online university, knowledge sharing opportunities globally, learning opportunities through external certifications
- Opportunity to share your ideas on international platforms
- Sponsored Tech Talks & Hackathons
- Unlimited access to LinkedIn learning solutions
- Possibility to relocate to any EPAM office for short and long-term projects
- Focused individual development
- Benefit package:
- Health benefits
- Retirement benefits
- Paid time off
- Flexible benefits
- Forums to explore beyond work passion (CSR, photography, painting, sports, etc.)
Employment Type: Full Time, Permanent
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What people at EPAM Systems are saying
Lead Data Scientist salary at EPAM Systems
reported by
3
employees
with 8-14
years exp.
₹37
L/yr - ₹45
L/yr
29%
more
than the average Lead Data Scientist Salary in India
View more details
What EPAM Systems employees are saying about work life
based on 1.3k employees
Flexible timing
Monday to Friday
No travel
Day Shift
EPAM Systems Benefits
Submitted by Company
Financial Aid & Assistance Unified Assessments (UA) Paid Leaves EngX 360 Continuous Improvement Global Relocation Policy
Submitted by Employees
Work From Home 
Health Insurance 
Soft Skill Training 
Job Training 
Cafeteria 
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