AI/ML Software Engineer
A.I. Driven, Inc.
Sterling, United States
1 day ago
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Role details
Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
2 years minimum
Working hours
Regular working hours
Job source
Tech stack
Artificial Intelligence
Amazon Web Services
Application Frameworks
Computer Vision
Microsoft Azure
Cloud Computing
Computer Programming
Data Structures
Monitoring of Systems
Python (Programming Language)
Machine Learning
Natural Language Processing
+27 more
NumPy
Performance Tuning
Tensorflow
Prometheus
Scientific Computating
Software Deployment
Software Engineering
SQL Databases
Google Cloud
Feature Engineering
Pytorch
Large Language Models
Generative AI
Git
Pandas
Containerization
LangSmith
Scikit Learn
Kubernetes
Information Technology
Low Latency
Non-relational Database
Data Management
Machine Learning Operations
Restful APIs
Data Pipelines
Docker
Job description
We are seeking a talented and driven AI/ML Software Engineer to bridge the gap between advanced machine learning research and high-performance software production systems. In this role, you will design, build, test, and deploy scalable AI-driven features and robust machine learning architectures, working closely with product managers, data scientists, and backend engineering teams., * Model Integration & Development: Design, fine-tune, and evaluate machine learning models, integrating them seamlessly into production applications via robust APIs.
- Data Pipeline Engineering: Build, optimize, and maintain efficient data pipelines for preprocessing, feature engineering, and continuous model training.
- Production Deployment & MLOps: Containerize and deploy models using modern cloud infrastructure, ensuring low latency, high scalability, and uptime.
- Monitoring & Performance Tuning: Track deployed models for performance drift, resource consumption, accuracy gaps, and inference cost efficiency.
- Cross-Functional Collaboration: Partner with product and engineering stakeholders to scope AI use cases, translate business requirements into technical specs, and define success metrics.
- Quality & Evaluation: Establish automated test suites and rigorous evaluation frameworks to measure model accuracy, robustness, and safety.
Requirements
- Education: Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or a related technical field.
- Experience: 2+ years of professional software engineering experience, including hands-on work building, shipping, and supporting machine learning models in production environments.
- Programming Proficiency: Strong software engineering fundamentals with expert-level proficiency in Python (including standard scientific computing libraries like NumPy and Pandas).
- ML Ecosystem: Working knowledge of major machine learning frameworks such as PyTorch, TensorFlow, or Scikit-Learn.
- Software Core Concepts: Solid foundation in data structures, algorithms, system design, RESTful APIs, and Git version control workflows.
- Data Management: Practical experience with SQL and relational or non-relational database management., * Advanced Degree: Master’s or Ph.D. degree specializing in Machine Learning, Natural Language Processing (NLP), or Computer Vision.
- Cloud Platforms: Hands-on experience deploying and managing workloads on AWS, Microsoft Azure, or Google Cloud Platform (GCP).
- Generative AI & LLMs: Experience working with Large Language Models, Retrieval-Augmented Generation (RAG) systems, vector databases, and modern AI application frameworks.
- Infrastructure & Automation: Proven familiarity with Docker, Kubernetes, CI/CD pipeline automation, and container orchestration.
- Observability: Exposure to model monitoring and evaluation tooling (e.g., MLflow, LangSmith, or Prometheus) to track production health and trace model outputs.
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Apply on www.dfusetech.com
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