Gridware Jobs
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Role Description
As a Senior ML Manager, you will serve as a player coach role for Gridware’s cloud-based modeling team. You will help grow the existing team, improve algorithmic development frameworks, focus on strategic initiatives and direction for how we approach cloud sensor modeling, and establish best practices for a high throughput ML team.
Responsibilities
- 70% team management and strategy, 30% IC time
- Grow a high-performing team through hiring, coaching, performance management, and career development
- Partner with software engineering and ML infrastructure teams to ship robust, production-grade ML systems
- Own technical roadmap and execution for the cloud ML organization, balancing near-term product delivery with long-term technical investments
- Lead technical design of algorithms that improve the speed, accuracy, and reliability of Gridware’s automated hazard detection systems
- Define data strategy and labeling requirements, including real-world data collection and synthetic data generation approaches
- Explore and evaluate novel modeling approaches and research ideas to address existing and emerging automation challenges
Required Skills
- 3+ years of direct management experience
- 8+ years of experience building and deploying machine learning models in production environments
- Experience with both deep learning and classical machine/statistical learning techniques
- Strong programming skills with demonstrated proficiency in Python
- Experience working within modern software stacks, including cloud platforms, containerization, and CI/CD workflows
Bonus Skills
- Experience working with signal processing or sensor-derived data
- Experience at a growth-stage start-up
- Familiarity with human-in-the-loop or human-on-the-loop ML systems
2017
$3M
21
Gridware is an Australian cybersecurity company founded in 2017 and based in Sydney. The firm specializes in protecting businesses from cyber threats through a range of services, including consulting, managed services, and incident response. With a team of fewer than 25 employees, Gridware serves clients across Melbourne, Sydney, and throughout Australia, conducting over 1,000 engagements annually. The company offers a comprehensive suite of cybersecurity services, such as offensive security and penetration testing, virtual CISO services, and managed detection and response through a 24/7 Security Operations Centre. Gridware also provides cyber advisory, digital forensics, risk assessment, and security training. Known for its customized and proactive solutions, Gridware partners with organizations of all sizes to address evolving cyber threats, leveraging industry expertise and collaborations with top universities for advanced threat intelligence.
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