AI/ML Software Engineer
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Role details
Tech stack
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Job description
We’re looking for an AI/ML Software Engineer to play a foundational role in building and deploying AI-powered solutions for our core product. You’ll work across the full AI/ML lifecycle, from defining and building models to evaluating and deploying large-scale ML pipelines and real-time inference systems, while partnering with cross-functional teams to deliver impactful, real-world AI applications., + Validate AI-driven product features through real-world testing and feedback from warfighters.
- Establish scalable MLOps pipelines and real-time inference services to streamline model training, deployment, runtime, and monitoring.
- Own high model reliability and uptime by implementing monitoring across your work.
- Data Collection & Processing
- Identify and integrate structured, unstructured, batch, and real-time data sources.
- Work with internal logs, APIs, user interactions, and third-party datasets to improve training data quality.
- Continuous Improvement & Best Practices
- Stay ahead of emerging AI trends and technologies to improve model performance.
- Document and share AI/ML development best practices.
- Contribute to the hiring and mentoring of AI/ML talent as we grow our team.
- Help the wider team understand the latest trends and the significance of novel approaches in AI.
Requirements
- Strong Programming Skills
- Expertise in at least one: Python, C++, or C.
- ML Framework Proficiency
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Hands-on experience with AI/ML training and fine-tuning frameworks, including: o PyTorch, TensorFlow, CUDA, Jupyter Notebooks o Large Language Models (LLMs) and Open-Source Models (Llama, Anthropic, Mistral) o LangChain, Retrieval-Augmented Generation (RAG), Hugging Face, Exo Labs
- MLOps & Data Engineering Knowledge
- Experience with data processing and pipeline frameworks such as Apache Kafka, Apache Airflow, AWS Kinesis, pandas, and dbt.
- Understanding of AI model performance monitoring, data drift detection, and observability tools like Grafana or Kibana.
- AI Fundamentals & Security Awareness
- Deep understanding of deep neural networks (DNNs), LLMs, over/underfitting, prompt engineering, and LLM security (jailbreaking risks and protections).
- Growth Mindset
- A passion for continuous learning, staying current with the latest advancements in AI/ML, and teaching others, * Experience mentoring and upskilling junior engineers.
- Familiarity with legacy systems and working with public sector customers.
- Contributions to open-source (AI/ML) projects.
Benefits & conditions
Compensation: Gallatin offers competitive compensation commensurate with experience. Actual compensation may vary based on experience, skills, and location. In addition to base salary, we offer a generous equity grant, full healthcare coverage, 401k, unlimited PTO, and the perks of working in a high-caliber, mission-driven environment.
Gallatin is an equal opportunity employer. We do not discriminate on the basis of race, color, religion, sex, national origin, age, disability, veteran status, sexual orientation, gender identity, or any other characteristic protected by applicable federal, state, or local law.
This position may require the ability to obtain and maintain a U.S. government security clearance. The successful candidate must be able to work in a classified environment when necessary.
We comply with the United States Department of Labor’s Pay Transparency provision.
Note: Due to the nature of certain government contracts held by this organization, U.S. citizenship is a requirement for all positions at Gallatin. Proof of citizenship will be required prior to employment if selected. FULL_TIME Organization
About the company
At Gallatin, we are rebuilding logistics infrastructure for the national security missions of the United States and allied partners. We build AI systems that determine how logistics decisions are made - not just how they’re executed. From factory to foxhole, we operate at the layer where data becomes decisions, and decisions make the advantage.
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