
Advanced Data Scientist Role
2 weeks ago
At Neo Group, we are seeking an experienced Artificial Intelligence Engineer to join our team. The ideal candidate will have hands-on expertise in building, deploying, and managing AI solutions, along with a deep understanding of modern frameworks and cloud-based practices.
The successful applicant will be responsible for designing, developing, and deploying machine learning models and pipelines for production-scale applications. This includes implementing NLP solutions using algorithms such as TF-IDF, Word2Vec, BERT, Zero-Shot, and Few-Shot learning techniques.
Key Responsibilities:
- Design, develop, and deploy machine learning models and pipelines for production-scale applications.
- Implement NLP solutions using algorithms such as TF-IDF, Word2Vec, BERT, Zero-Shot, and Few-Shot learning techniques.
- Apply Generative AI models to solve real-world business problems.
- Collaborate with cross-functional teams to translate business requirements into technical solutions.
- Work with statistical and mathematical models to analyze complex datasets.
- Develop and maintain RESTful APIs and microservices using Flask/FastAPI.
- Manage ML lifecycle, including versioning, CI/CD, and deployment using AWS, Docker, Jenkins, and other MLOps tools.
Required Skills & Experience:
- Bachelor's/Master's in Computer Science, Engineering, Mathematics, or Statistics.
- ML/Deep Learning/NLP Certification preferred.
Technical Expertise (Must-Have):
- Programming: Python (DSA)
- Machine Learning & Statistics: Strong knowledge of algorithms (Linear Regression, Decision Trees, KNN, SVM, Random Forest, Logistic Regression, Bayesian methods, Mean-based approaches)
- NLP: Zero-shot, Few-shot classification, TF-IDF, Word2Vec, BERT
- Generative AI: OpenAI models, LLaMA, etc.
- Databases: MongoDB & MySQL
- Version Control: Git, Bitbucket
- Microservices: Flask, FastAPI
- MLOps: AWS, Jenkins, Docker/CircleCI
Preferred Qualities:
- Strong problem-solving and analytical skills.
- Ability to work independently as well as in a collaborative team environment.
- Excellent communication skills to convey complex technical concepts to non-technical stakeholders.
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