Senior Machine Learning Engineer, Cosuno
Generative AI
Tendering software and subcontractor marketplace for the construction industry
Open for applications
Tendering software and subcontractor marketplace for the construction industry
21-100 employees
Open for applications
21-100 employees
Company mission
Cosuno's mission is to re-invent construction software by helping construction companies find subcontractors, send out requests for proposals, and manage the pre-construction bidding process more productively.
Role
Who you are
- Master's or PhD in Computer Science, Mathematics, or related field
- Excellent Python programming skills with a focus on production-grade code
- Experience with ML ops and deploying models to production environments
- Track record of turning research concepts into practical business solutions
- Strong communication skills to explain complex technical concepts to various stakeholders
- Deep understanding of machine learning fundamentals, neural network architectures, and modern AI frameworks
- Experience in implementing complex ML models using PyTorch or TensorFlow
What the job involves
- Lead the development of AI solutions that transform complex construction industry processes into streamlined, intelligent workflows
- Architect and implement machine learning models, focusing on both traditional ML and advanced generative AI approaches
- Customize and fine-tune large language models to address specific construction industry challenges
- Design and conduct experiments to validate AI solutions' effectiveness and scalability
- Collaborate with our engineering and product teams to transform promising prototypes into production-ready features
- Establish best practices for AI development and implementation within Cosuno
- Mentor team members on AI/ML best practices and drive technical excellence
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Insights
Company
Company benefits
- Flexible working hours
- Working fully remote or from our office in Berlin
- Possibility to do workations
- Modern work equipment
- Company offsites and regular team events (offline and online)
Funding (2 rounds)
Jul 2022
$33.1m
SERIES B
Jun 2021
$16.6m
SERIES A
Total funding: $49.6m
Our take
Cosuno predicts that traditional methods of bidding and awarding construction services are obsolete, associated with significant wasted time and a lack of transparency. The startup aims to solve this problem by developing a B2B marketplace that provides project managers access to a database of around 80,000 subcontractors related to the construction industry.
Consuno's business model involves charging clients a monthly fee for access to their Software-as-a-Service product. Clients advertise their projects on the platform, receive applications from contractors in the area and approve the bids from the applicant selected. By 2021, over €1bn were processed in transactions through the platform since its conception.
The construction industry is currently experiencing rapid growth, leading to a scarce labor force and increased prices. Cosuno aims to capitalize on this opportunity by digitizing the construction industry and providing project managers with a one-stop shop that allows them to manage everything related to working with construction subcontractors on just one platform.
Kirsty
Company Specialist at Welcome to the Jungle