Data Scientist - U3 INFOTECH PTE. LTD.

Roles & Responsibilities

Job Responsibilities :

As a key contributor, you will work closely with the team to assist with and drive projects through their entire lifecycle. Your responsibilities will include, but are not limited to :

§ Assisting with ML Solutions : Collaborating on the development, and maintenance of machine learning models, with a focus on continually improving our recommendation systems to enhance consumer experience and engagement.

§ Learning and Innovating with AI : Assisting in the implementation of automation solutions, particularly incorporating advanced AI / ML models (including LLMs and Generative AI) into our corporate AI portal.

§ Strategic Collaboration : Collaborating with MLOps engineers and the broader team to deploy and maintain models in production, and ensuring efficient feature management and data pipelines.

§ Experimentation & Prototyping : Performing small-scale proof-of-concept studies and exploratory experiments to evaluate new data science techniques and technologies, and contributing to the development of early-stage prototypes.

Qualifications :

§ Education : A strong university degree in Statistics, Engineering, Mathematics, Physics, Computer Science, Operations Research, or a closely related quantitative field.

§ Professional Experience : Some professional experience as a Data Scientist, with demonstrated knowledge in at least one of the following areas :

Ø Natural Language Processing (NLP)

Ø Recommendation Systems (development and deployment)

Ø User Profiling & Look-alike Models

§ Programming Proficiency : Strong proficiency in Python and its associated data science ecosystem (e.g., Pandas, NumPy, Scikit-learn, TensorFlow / PyTorch).

§ Database Skills : Strong command of SQL for data manipulation and analysis, and familiarity with relational databases.

§ Problem Solving & Independence : A strong track record of technical problem-solving and an eagerness to learn and contribute with guidance from the team.

§ Analytical Rigor : Comfortable manipulating, analyzing, and deriving insights from complex, disparate data sources.

Highly Desired Skills & Experience (Big Pluses) :

§ Advanced ML / AI : Exposure to or interest in productionizing Large Language Models (LLMs) and Generative AI solutions.

§ Media Industry Experience : Experience working in the media industry, with a keen understanding of digital engagement or user profiling is highly valued.

§ NoSQL Databases : Knowledge of NoSQL databases (e.g., MongoDB, OpenSearch, Elasticsearch).

§ Cloud & Containers : Experience with cloud platforms (e.g., AWS) and / or containerization technologies (e.g., Docker, Kubernetes).

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Tell employers what skills you have

Machine Learning

MongoDB

Engineering Mathematics

Pandas

Kubernetes

Pipelines

Experimentation

Natural Language Processing

Physics

Artificial Intelligence

Operations Research

SQL

Python

Containerization

Statistics

Data Science

Databases