U3 INFOTECH PTE. LTD.
Responsibilities
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). --------------------------- Please refer to U3’s Privacy Notice for Job Applicants/Seekers at
https://u3infotech.com/privacy-notice-job-applicants/ . When you apply, you voluntarily consent to the collection, use and disclosure of your personal data for recruitment/employment and related purposes.
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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). --------------------------- Please refer to U3’s Privacy Notice for Job Applicants/Seekers at
https://u3infotech.com/privacy-notice-job-applicants/ . When you apply, you voluntarily consent to the collection, use and disclosure of your personal data for recruitment/employment and related purposes.
#J-18808-Ljbffr