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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in designing and implementing scalable machine learning solutions, with a strong focus on Python programming, SQL, and vector databases. Capable of optimizing data ingestion processes and ensuring robust AI output through effective use of observability tools.
Highest-signal resume keywords
Expert Python ProgrammingDeep SQL KnowledgeVector Database ExpertiseMachine Learning Solution DesignRAG Pipeline Deployment
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Machine LearningPythonSQLVectorizationDatabase MigrationClassification SystemsAttribution SystemsChain of Thought PromptingMulti-Agent WorkflowsPerformance Optimization
Soft Skills
Independent WorkAdaptabilityCollaboration
Tools & Technologies
AlembicLangfuseAI Coding AssistantsLLMsPg_trgmHNSW
Certifications & Qualifications
Degree in Computer ScienceDegree in Telecommunications
Industry Keywords
Data IngestionScalabilityClean CodeVision-Based MLWindow Context Detection
Tech Stack
Tools & technologiesPythonSQL
About the role
Key responsibilities & impact- Design and implement scalable ML solutions independently
- Build and fine-tune classification and attribution systems for complex data, including ad creatives and global brand deduplication
- Implement Chain of Thought prompting and multi-agent workflows
- Optimize vectorization and manage database migrations with Alembic
- Ensure high-throughput data ingestion with minimal supervision
- Implement guardrails and Langfuse observability for explainable and robust AI output
- Use AI coding assistants and LLMs to increase development productivity
Requirements
What you’ll need- Strong degree in Computer Science or Telecommunications (Teleco)
- Clean code, architecture, and scalability expertise
- Active participation in hackathons or a portfolio of ambitious side projects
- Proven ability to thrive in international roles without constant lead structure or heavy supervision
- Expert Python, including typing, async, and performance
- Deep SQL and vector database knowledge, including pg_trgm and HNSW
- Experience building and deploying RAG pipelines and LLM agents
- Knowledge of vision-based ML, window context detection, and multi-agent scaling
Benefits
Comp & perks- Inclusive and accessible workplace
- Equal Opportunity Employer
- Reasonable accommodation during the application or interview process