junior ai Software EngineerM2.0 Communications

At Talisik Labs, we craft generative AI-powered tools including the Unified Salina App (salina. app) and the V4 media monitoring platform (media-meter. com). We're seeking a passionate individual to join our Search Team and help build next-generation search technologies.Role Summary: You'll develop hybrid search systems integrating lexical and semantic search with Reciprocal Rank Fusion (RRF), implement knowledge graph systems using Neo4J and Graphiti, and build feature engineering pipelines for social media data. You'll gain exposure to GraphRAG and modern search evaluation methodologies.Key Responsibilities:Hybrid Search & Semantic Systems
Develop advanced search algorithms combining lexical and semantic methodologies
Implement RRF techniques and vector-based semantic search using modern embedding techniques
Design scalable search architectures for complex query processing
Knowledge Graph & GraphRAG
Build and maintain knowledge graph systems using Neo4J and Graphiti
Implement Graph-based RAG for enhanced search intelligence
Design graph schemas and develop graph traversal algorithms
Feature Engineering & Data Processing
Design feature engineering pipelines for social media data
Develop topic clustering algorithms for content categorization
Implement real-time feature generation for dynamic content
Search Infrastructure
Build advanced indexer systems using Elasticsearch
Design and optimize search index schemas for diverse content types
Develop comprehensive evaluation frameworks and A/B testing infrastructure
Microservices & APIs
Design scalable microservices using saga pattern for distributed search
Develop FastAPI-based high-performance search APIs
Implement event-driven architectures for real-time updates
Software Best Practices
Write clean, well-documented Python code following OOP principles
Implement comprehensive testing strategies
Participate in code reviews and agile practices
Required QualificationsTechnical Skills:
Programming: Proficiency in Python, ideally with some exposure to AI/ML libraries and search-related tools.
Information Retrieval: Familiarity with search algorithms, ranking strategies, and how relevance is measured.
Machine Learning & Semantic Search: Experience or working knowledge of vector databases, embeddings, and semantic search is a plus, but not strictly required.
Graph Databases: Familiarity with graph database concepts (e.g., Neo4j) is beneficial.
Search Engines: Some hands-on experience with Elasticsearch or similar platforms is preferred.
APIs: Comfortable working with modern APIs; experience using FastAPI is an advantage.
Technology Stack You'll Work With:
Backend Framework: FastAPI
Databases: MongoDB, PostgreSQL, Neo4J, Redis
Search Engine: Elasticsearch
Knowledge Graph: Graphiti
Analytics: Metabase
Orchestration: Apache Airflow
AI/ML Tools: Vector databases, embedding models, semantic search frameworks
Paid Vacation Leave
Paid Sick Leave
Maternity & Paternity Leave
Entry Level / Junior, Apprentice IT and Software Public Relations / PR 1 opening Bachelor's degree graduateM2.0 Communications specializes in business, technology and lifestyle communication, with emphasis on public relations, stakeholder management and digital communication. We focus on public relations, social media marketing and media analytics, and pride ourselves as experts in earned media communication.Starting with one employee in 2003, M2.0 now has a total of around 50 full-time staffers composed of a dozen manager/director level employees and more than 40 specialists. During this time, the company came to work with dozens of national and international brands including Intel, Dell, Carrier, Bank of the Philippine Islands. Currently, we work with brands including UNICEF, Philips, OPPO, Del Monte, Bayo and the Government of the Philippines.M2.0's differentiation lies in the robust support offered by its different service units, as well as its knowledge and experience in stakeholder management, technology and business PR. The agency also offers a unique media monitoring service that is currently one of the most responsive and comprehensive in the Philippines today.
Kalibrr

Quezon City, Metro Manila
Permanent
Full-time