Sr. Manager, AI/ML Engineering Team

Terabase Energy; Paris; Hybride; EUR 80 000 - 100 000; Plein temps

Résumé du poste

A global renewable energy firm in Paris is seeking a Senior Manager for its AI/ML Engineering team. This role involves leading the development of AI/ML features for their SaaS product. The ideal candidate will have extensive experience in software engineering, particularly with AI/ML, and will play a key role in a collaborative, innovative environment focused on the decarbonization of the economy.

Prestations

Generous time off and holiday policy

Career progression

Home office set up allowance

Qualifications

• 7+ years of experience with AI/ML relevant technologies.
• 4+ years experience in developing software applications that use AI/machine learning.
• Proficient written and verbal English communication skills.

Responsabilités

• Lead the Paris-based AI/ML Engineering team.
• Collaborate with other key software/digital team leaders.
• Conduct research and stay up to date with advancements in AI/ML.

Connaissances

AI/ML model development

Cloud applications

Programming (C++, Python, MATLAB)

CI/CD concepts

Agile workflow management

Formation

BS in Computer Science

MS in Computer Science

Outils

AWS

TensorFlow

PyTorch

SQL

no-SQL

Description du poste

At Terabase Energy, we believe that digitalization and automation will drive the next wave of innovation and cost reduction in large scale solar. To fully unlock the potential of this opportunity, Terabase is developing an interconnected software and construction automation platform. We work alongside project developers, owners, and engineering & construction firms to support the design, optimization, and construction of huge solar projects around the world. Our team is a blend of solar-industry veterans and novices, thought-leaders, dreamers, software, electrical and mechanical engineers, coders, product managers, project managers, sales and marketing professionals. Terabase Energy is a well-funded scale-up headquartered in Berkeley, California, with several other offices around the world, with the most recent one being launched in Paris.

Our Paris office will host our future core R&D team in charge of the development of our flagship product, Construct . Construct is a B2B SaaS construction management and quality control platform designed from the ground up for utility-scale solar projects. By combining GIS, AI/ML, IoT, and mobile technologies, the solution drives major improvements in safety, quality, cost, and schedule for the solar industry. Construct has supported morethan 16+ GW of projects from leading owners and EPCs.

The Role

Terabase’s Sr Manager, AI/ML Engineering Team is a member of the software product development team, reporting to the Head of Engineering who leads the Paris engineering team. As a member of this team you will work, learn, and grow in Terabase’s unique operating environment and culture: high-growth, innovative, lean, and values-driven. Successful candidates will be highly capable in each of the following dimensions (among others): adaptability, curiosity, resourcefulness, problem solving, pro-activity, collaboration, operating in a dynamic environment and dedicated to the mission of accelerating the decarbonization of the global economy by utilizing digital and automation technology to further reduce the cost of utility-scale solar.

The AI/ML Engineering team is a team that will be expected to design, build, release, and support features for our flagship SaaS software product Construct.

We are looking for an experienced team leader that is also comfortable being a hands-on developer, with the experience to write high-quality code, lead an engineering team, and help shape the foundational culture of our new office in Paris. Success in this role means you’re a strong technologist, thoughtful leader, and a culture role model.

Our new Senior Manager, AI/ML Team will be asked to help build out and lead a team to develop AI/ML enabled features in products across the entire product ecosystem. This will involve architectural design/review and leadership as well as clear communication and advocating for alignment across multiple internal and external teams. This role will also actively collaborate with other engineering teams located in the United States as well as with our external software development partners centered in Belgrade, Serbia.

Responsibilities

• Serve as the leader of Terabase’s Paris-based AI/ML Engineering team and help to grow a high-performing, mission-aligned team in the new Paris office.
• Work closely with Sr. Director Software in Paris to plan/guide/execute key Terabase AI/ML engineering team activities
• Work closely with other key software/digital team leaders: Director Construction Technologies, Director IoT Technologies, Director Autonomy, Principal Solution Architect
• Lead a team of initially up to 4 staff direct reports including primarily AI/ML engineers
• Conduct research and stay up to date with the latest advancements in machine learning and artificial intelligence systems and approaches.
• Perform rigorous testing and validation of machine learning based products and systems in diverse construction environments.
• Collaborate with our external software development teams
• Design, develop, build, test, deploy software to augment existing and create new Terabase software products to ‘digitalize’ the full lifecycle (development, design, construction, and operation) of solar power plants.
• Communicate with and support users of developed tools & products
• Champion culture and communication by building bridges between the local team other Terabase teams
• Develop quality plans and testing approaches for your and the team’s code

Requirements

Minimum Qualifications

• 7+ years experience with architecture, technologies, and approaches relevant to the AI/ML feature set in Terabase products – a SaaS web-based cloud-deployed modern software stack
• BS in Computer Science or equivalent industry and/or academic experience/training
• 4+ years of experience (or academic equivalent) in developing software applications that employ AI/machine learning models and pipelines.
• Design/development/testing experience delivering complex software/digital product solutions into commercial/industrial projects
• Experience with cloud applications, web stacks, and cloud-based infrastructure/managed services
• Proficiency in programming languages such as C++, Python, and MATLAB.
• Experience data labeling validation software frameworks.
• Experience with cloud-hosted software environments (e.g., AWS, Azure, Google Cloud) – we are primarily an AWS shop
• Experience with and understanding of Continuous Integration (CI) and Continuous Deployment (CD) concepts and techniques
• Ability to work remotely and to work with distributed teams in various time zones
• Proficient written and verbal English communication skills
• Solid programming skills, with exposure to object oriented and functional programming techniques
• Understanding of and experience in unit testing and test driven development.
• Solid understanding of agile workflow management process and software product lifecycle
• Good understanding of ‘gitflow’ source code management development techniques and process

Technologies We Use

• Cloud-hosted software environments (AWS)
• Relational (SQL), non-relational (no-SQL), and time-series data optimized (e.g., InfluxDB)
• IoT architectures, technologies, and applications

Preferred Qualifications

• MS in Computer Science or equivalent academic/industry experience/training
• Experience with deep learning frameworks such as TensorFlow or PyTorch.
• Experience with SPARK based ML pipeline execution systems.
• Experience with AWS EMR or equivalent pipeline tools.
• Experience with data management and curation to maintain and improve model quality over time.
• Experience with software product design and software product management
• Experience building ETL pipelines for large and frequently changing datasets
• Experience with AI/ML technologies and building them into customer-facing products
• Experience with ‘digital twins’ where physical assets and processes are modeled and tracked in software
• Experience with and understanding of GIS technologies and applications
• Startup company experience with a focus on building new products and accessing new markets

Our salary ranges are determined by role, level, and location. Within each posted range individual pay is determined (and may be greater or higher) dependent on work location and additional factors, including job-related skills, experience, and relevant education or training. Terabase offers competitive compensation along with a comprehensive benefits package including:

• Generous time off and holiday policy

• Career progression

• Home office set up allowance

Terabase is an equal opportunity employer. We recruit, hire, employ, train, promote, and compensate individuals based on job-related qualifications and abilities. We strongly encourage people of all backgrounds to apply.

We do not discriminate for any reason including race, color, sex, gender, age, religion or religious creed, national origin, ancestry, citizenship, marital status, sexual orientation, gender identity, gender expression, genetic information, physical or mental disability, military/ veteran status, or any other characteristic protected by law.

We offer a welcoming and inclusive environment in service to one another, our products, the diverse consumers we represent, and the communities we call home.

Principles only. This role is not open to receiving agency candidates, and any contingent submissions will not be considered. Terabase Energy does not utilize third-party recruitment agencies. Please contact our Recruiting team at [e-mail] with any staffing-related inquiries.