Senior Software Engineer – Data

Note

The job is a remote job and is open to candidates in USA. Recruiting from Scratch is a specialized talent firm dedicated to helping companies build exceptional teams. They are seeking a Senior Software Engineer – Data to design and maintain scalable ETL and ELT pipelines for healthcare supply chain data, develop data platforms, and integrate machine learning models into production workflows.

Responsibilities

• Design, build, and maintain scalable ETL and ELT pipelines that process complex healthcare supply chain data
• Develop data platforms that ingest, transform, and enrich structured and unstructured datasets from a variety of enterprise sources
• Architect and optimize AWS-based data infrastructure with a focus on reliability, scalability, and cost efficiency
• Build production-grade LLM-powered workflows for entity extraction, normalization, classification, matching, and enrichment
• Design evaluation systems, prompting frameworks, guardrails, and monitoring solutions that improve AI reliability and performance
• Integrate machine learning models into production data workflows, including training pipelines, batch processing, inference systems, and monitoring
• Partner closely with Product, Engineering, and Data Operations teams to deliver data solutions that support business and customer needs
• Develop tooling that enables domain experts to review, validate, and continuously improve data quality
• Drive improvements in pipeline performance, observability, testing, and operational excellence
• Mentor engineers and contribute to architectural decisions, code reviews, and engineering best practices

Skills

• 4+ years of professional software or data engineering experience, including at least 3 years focused on data engineering
• Strong Python and SQL expertise with experience building production-grade data platforms
• Experience designing and operating large-scale ETL/ELT systems and workflow orchestration frameworks
• Hands-on experience with AWS services such as S3, Glue, Athena, Lambda, Redshift, or related cloud-native data technologies
• Strong understanding of data modeling, schema design, data warehousing, and data quality practices
• Experience integrating LLMs, AI models, or machine learning workflows into production systems
• Familiarity with prompt engineering, evaluation frameworks, structured outputs, caching strategies, and AI system reliability
• Ability to work independently in a remote environment while collaborating effectively across technical and non-technical teams
• Strong communication skills and ability to explain technical concepts clearly
• Experience within healthcare, healthcare supply chain technology, healthcare data platforms, or enterprise SaaS environments
• Experience with Rust for high-performance data processing applications
• Familiarity with master data management, data governance, and large-scale data quality initiatives
• Experience with NLP, information extraction, entity resolution, record linkage, embeddings, retrieval systems, or RAG architectures
• Experience working with large-scale web scraping, data ingestion, or heterogeneous data sources
• Familiarity with MLOps and LLMOps tooling, including prompt versioning, model evaluation, observability, and vector databases
• Experience with CI/CD, infrastructure-as-code, containerization, and production data platform operations
• Startup experience and comfort working in highly autonomous environments

Benefits

• Performance bonus: 10–20% of base salary.
• 100% employer-paid medical, dental, and vision coverage.
• 401(k) matching program.
• Flexible and unlimited PTO.
• Fully remote U.S.-based role.
• Regular team offsites and in-person collaboration events.

Company Overview

• A recruiting agency working with technology companies to help them hire software engineers, data roles, product managers, and hardware. It was founded in 2021, and is headquartered in Albany, New York, USA, with a workforce of 11-50 employees. Its website is https://www.recruitingfromscratch.com/.