Data Scientist

2 months ago

Kolkata, India Rebaca Technologies Pvt. ltd. Full time

Ideal Candidate Profile :

Educational Qualifications :

- Bachelor's Degree: B.Tech in Computer Science or B.Stat.

- Master's Degree (Full-Time): A Master's degree in Computer Science, AI/ML, Data Science, or Statistics is required.

Preferred : A PhD in one of these fields is highly desirable.

Industry Experience :

- For candidates with a Master's degree, a minimum of 6 years of relevant industry experience is required.

- For candidates with a PhD, at least 2 years of relevant industry experience is needed.

Skills and Expertise :

1. Data Structures and Algorithms :

- The candidate must have excellent knowledge of Data Structures and Algorithms, with a focus on efficiently solving complex problems through optimized approaches.

2. Programming Skills :

- Python: The candidate should have strong programming skills in Python, with hands-on experience in developing AI/ML algorithms and working on data analysis projects.

- C++: A working knowledge of C++ is essential to complement AI/ML model development, particularly for integrating algorithms into product pipelines.

3. Expertise in AI/ML & Data Science :

- Artificial Intelligence/Machine Learning (AI/ML): Extensive experience in designing, developing, and deploying AI/ML solutions.

4. Data Science : The candidate should have experience in applying data science techniques such as classification and clustering, with a strong understanding of statistical methods.

5. Deep Learning Frameworks : Proficiency in working with Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN) for solving advanced problems.

6. Large Language Models (LLM) : Understanding and experience in working with Large Language Models for natural language processing tasks and other related applications.

Job Responsibilities :

1. AI/ML Algorithm Development :

- The primary responsibility is to design and develop AI/ML algorithms to address complex technical challenges, specifically in the context of 3GPP standards (Third Generation Partnership Project).


- This involves leveraging AI to provide innovative solutions for telecom technologies.

2. Documentation and Presentation :

- The candidate will be responsible for documenting the design and functionality of the developed data science and AI/ML algorithms in clear and precise language.

- Additionally, they will need to present the algorithms and their results to both technical and non-technical stakeholders to support ongoing innovations.

3. Team Collaboration and Integration :

- The candidate will work closely with cross-functional teams to ensure the seamless integration, productization, and deployment of AI/ML models into the product pipeline.

- They will also share responsibilities with the team, ensuring all stages of the AI/ML model lifecycle-from development to deployment-are managed efficiently.

(ref:hirist.tech)

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