Machine Learning Engineer - Vertical Search

Aitopics; Singapore; Hybrid; SGD 164,000 - 282,000; Full time

Benefits offered by this job

Childcare creche services

Dental coverage

Employee assistance program

Health insurance

Health screening

Mentorship

Hybrid work

Job summary

Aitopics is hiring a Machine Learning Engineer for vertical search in Singapore. You will apply NLP for query understanding and build ML models for video understanding, collaborating with research institutes and engineers in a hybrid work setting.

The role includes mentorship, knowledge sharing sessions, flexible work, and opportunities for learning and professional growth. Benefits include health insurance, dental coverage, employee assistance, childcare creche services, and health screening,

Qualifications

• Experience with NLP for query understanding.
• Experience applying ML for video understanding.
• Familiarity with cloud services (AWS) and data platforms.

Responsibilities

• Apply NLP techniques for query understanding
• Apply machine learning for video understanding

Skills

NLP

Machine Learning

Video Understanding

Python

C++

Java

C#

Data Structures

Deep Learning

Knowledge Graphs

Tools

AWS

AWS Lambda

DynamoDB

Docker

CI/CD

Amazon Bedrock

ClickHouse

Job description

Machine Learning Engineer - Vertical Search

SGD 164K-282K (estimate) Entry-level Full Time

• Apply NLP techniques for query understanding
• Apply machine learning for video understanding

APIs | AWS | Agent systems | Agentic AI | Autogen

Collaboration with research institutes | Hybrid work | Knowledge sharing sessions | Mentorship

Childcare Creche Services | Dental coverage | Employee assistance program | Health insurance | Health screening

AWS | AWS Lambda | Agents SDK | Amazon Bedrock | Amazon DynamoDB

Flexible work schedule | In person collaboration days per week | Mentorship and career growth | Work from home flexibility

API Design | Artificial Intelligence | Batch Processing | Cloud Computing | Data Governance

Flexible work practices | Learning opportunities | Self development time 40 hours per year

Accelerometer | C# | C++ | Control Theory | Data Fusion

Mentorship opportunity | Professional development

Alerting | Automated rollback | C++ | CI/CD | Canary Deployment

Algorithms | C# | C++ | ClickHouse | Data Structures

Audit Logging | Backup | Clean Code | Disaster Recovery | Docker

A/B | A/B Testing | Autonomous Agents | B testing | Data Mining

Deep learning | Java | Knowledge graphs | LLM | Language Processing

Data pipeline | Fraud Detection | Machine Learning | PyTorch | Python

Click Through Rate | Click Through Rate Prediction | Conversion Rate | Conversion Rate Prediction | Deep learning

Algorithms | CTR Prediction | CVR Prediction | Data Structures | Deep learning

C++ | Fine Tuning | Graph Algorithms | Human Feedback | Inference Optimization

Batch Processing | C# | C++ | Data Architecture | Distributed Consensus

Batch Processing | C++ | Columnar Storage | Data Warehousing | DeltaLake

Algorithms | C++ | Computer Vision | Data Structures | Generative Models

Computer Vision | Data Structures | Data Structures and Algorithms | Deep learning | Distributed Systems