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Nallas
19 Nallas Jobs
5-10 years
Nallas Corporation - Senior Data Scientist - Machine Learning (5-10 yrs)
Nallas
posted 17hr ago
Flexible timing
Key skills for the job
Job Description :
We are seeking a Senior Data Scientist/Machine Learning Engineer with a strong foundation in mathematics and advanced data science methodologies. This is a key role in shaping cutting-edge machine learning solutions while collaborating across diverse teams.
Key Responsibilities:
- Design, develop, and implement machine learning algorithms and models, including creating specifications, design documents, and prototypes.
- Optimize model performance with advanced tuning techniques and feature engineering.
- Lead brainstorming sessions for system architecture and feature design to ensure scalability and efficiency.
- Gather and document design requirements by interfacing with key stakeholders and external customers.
- Collaborate with Engineering, Data Science, Product, UX, Business Development, and Infrastructure teams.
- Uphold and promote best coding practices, including thorough documentation and peer reviews.
- Independently manage and complete complex projects with minimal supervision.
Required Qualifications:
- Master's degree in Data Science, Mathematics, or a related field.
- 5+ years of experience in Data Science, Machine Learning, or a similar domain.
- Expertise in linear algebra, statistics, and probability, with hands-on experience in statistical testing, regression, and deep learning techniques.
- Proficiency in machine learning frameworks such as TensorFlow, PyTorch, or MxNet.
- Experience with video processing, video codecs, and video management systems.
- Strong understanding of design patterns, algorithms, and data structures to deliver efficient solutions.
- Advanced development experience in Python and libraries like NumPy, Sci-Kit Learn, and Matplotlib.
- Proven track record of model performance tuning and deploying optimized machine learning models
Preferred Skills:
- Proficiency in creating scalable machine learning pipelines.
- Familiarity with industry standards for code optimization and debugging.
Education Requirements:
- Master's degree in Data Science, Mathematics, or a related discipline is mandatory.
Key Skills:
- Data Science, Machine Learning, TensorFlow, PyTorch, Deep Learning
- Expertise in Python, backend frameworks (Flask, FastAPI), and cloud platforms (AWS/Azure/GCP).
If you are a highly motivated professional with expertise in data science, a passion for mathematical problem-solving, and a drive to create impactful solutions, we'd love to have you on our team!
Functional Areas: Other
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