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Senior Machine Learning Engineer – DAS, Acoustic Sensing
AvengaSenior AI Engineer at Avenga focused on next-generation vessel and intrusion detection systems through AI and machine learning techniques. Working in an experimental R&D environment with cross-functional teams.
Tech Stack
Tools & technologiesCloudGoogle Cloud PlatformPostGISPostgresPythonPyTorch
About the role
Key responsibilities & impact- Research and validate machine learning approaches for DAS-based vessel detection
- Train and adapt deep learning and computer vision models for acoustic signal interpretation
- Build proof-of-concept AI systems integrating DAS and AIS datasets
- Develop scalable ML workflows using Vertex AI and MLFlow
- Analyze vessel signatures including engine, propeller, and vibration patterns
- Collaborate with cross-functional teams to deliver production-oriented R&D outcomes
- Present findings, experiments, and validation results to technical stakeholders.
Requirements
What you’ll need- Strong experience training and fine-tuning deep learning models in PyTorch
- Hands-on experience with computer vision and transformer-based architectures such as DINO / Vision Transformers
- Experience building ML pipelines and experiment tracking using MLFlow and Vertex AI
- Strong Python engineering skills and modern AI development workflows
- Experience working with time-series or signal processing data
- Comfortable operating in ambiguous R&D environments with evolving requirements
- Nice-to-have skills: Experience with DAS, seismic, sonar, or other sensor-based systems
- Familiarity with PostgreSQL/PostGIS and geospatial indexing (H3)
- Experience deploying ML systems on Google Cloud Platform
- Understanding of acoustic signal analysis and spectral methods
- Experience with multimodal data fusion (vision + sensor data).
Benefits
Comp & perks- At Avenga, everyone matters. We provide equal opportunities in recruitment, career development, and leadership, regardless of race, ethnicity, gender identity, sexual orientation, disability, age, religion, or any other characteristic.
- We are committed to fostering a work environment where our diverse community of employees, candidates, and business partners actively shapes our growth.
- By bringing together people from different backgrounds and experiences, we build a workplace where everyone feels free to be themselves while honoring the boundaries of others.
ATS Keywords
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Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningdeep learningcomputer visionPyTorchML pipelinesexperiment trackingPythonsignal processingmultimodal data fusionacoustic signal analysis
Soft Skills
collaborationcommunicationadaptabilityproblem-solving