Senior Software Engineer, AI/ML (Hybrid - Aguadilla)
RTX Corporation3 months ago
Aguadilla, Puerto RicoSenior
Responsibilities
- Build, improve, evaluate, and deploy machine learning models and AI/ML solutions.
- Design and implement ML pipelines and MLOps practices, including model versioning, automated testing, deployment, and monitoring.
- Develop generative AI capabilities involving LLMs, RAG, embeddings/vector databases, prompt engineering, model evaluation, and fine-tuning.
- Evaluate models using performance, accuracy, robustness, safety, and reliability metrics.
- Preprocess structured and unstructured data, perform feature engineering, and assess data quality.
- Translate business or engineering problems into AI/ML problems, select technical approaches, prototype solutions, and assess feasibility.
- Design reusable AI/ML architectures, frameworks, APIs, and platforms.
- Integrate AI/ML capabilities into production software systems.
- Work with complex data types including time series, images, and video.
- Promote secure and responsible data handling throughout the AI/ML lifecycle.
Requirements
- A STEM degree and at least 5 years of relevant experience, or an advanced degree in a related field and at least 3 years of experience.
- Demonstrated professional English communication skills, both verbal and written.
- U.S. citizenship, because only U.S. citizens are authorized to access information under the program or contract.
- Preferred experience with Kubernetes, AWS, GPU acceleration, graph neural networks, geospatial datasets, and hybrid cloud/on-premises Kubernetes infrastructure.
- Preferred familiarity with Prometheus, Grafana, Thanos, Dagster, Airflow, Iceberg, Spark, Elasticsearch, and other observability, orchestration, and large-scale data processing systems.
Benefits
- Medical, dental, and vision insurance.
- Three weeks of vacation for newly hired employees.
- 401(k) plan with employer matching funds.
- Participation in the Employee Scholar Program.
- Life insurance and disability coverage.
- Employee Assistance Plan with up to eight free counseling sessions.
- Hybrid work arrangement with three days onsite and two days remote according to the manager’s schedule.
- Must reside in Puerto Rico when employment begins; relocation is not offered.
Tech Stack
Apache AirflowApache SparkAWSElasticsearchGrafanaKubernetesPrometheusPythonPyTorchscikit-learnTensorFlow
Categories
About RTX Corporation
RTX Corporation builds aerospace and defense systems through its Collins Aerospace, Pratt & Whitney, and Raytheon businesses, serving commercial aviation, the U.S. government, and allied militaries. Its products range from aircraft engines and avionics to radars, missiles, and command-and-control software, sold via long-term OEM programs and defense contracts. Formed in 2020 by the Raytheon–United Technologies merger, RTX is headquartered in Arlington, Virginia and trades on the NYSE as RTX.