AI/ML Full Stack Tech Lead (Rotterdam)
At AND, we expedite the development of digital capabilities. Essentially, we assist ambitious leaders and organisations in building the teams, products, processes and even operational structures needed to close their company's digital skills gap. We do this in order to ensure their success in the future.
Our clients rely on our expertise, agility, and technical and business strategy skills. They count on us for software development and product management solutions to address the toughest challenges facing their businesses.
We onboard thinkers, innovators, passionate software artisans and inspiring technologists to help us tackle these challenges. We're bound by a sense of practicality, commitment and a deep-seated conviction that digital products and technology on their own won't transform a business or save the world – it's the people that matter.
About You
As an AI/ML Full Stack Tech Lead at AND Digital, you'll act as a hands-on engineer working across a Club’s client portfolio, both onsite and in multi-skilled agile delivery teams. Your roles will include:
Team and technical leadership:
- Assist junior, mid-level and senior developers in AI and ML engineering with technical issues.
- Promote the improvement of data skills among the developers on your team.
- Establish best practices and standards, ensuring they are adhered to during delivery.
- Work closely with clients for the implementation, review or remedy of their machine learning strategies.
Influencing technical direction:
- Understand and build robust and repeatable machine learning architectures at an enterprise scale.
- Provide insights into cutting edge machine learning technologies when necessary.
- Engage with other senior AI/Data/ML SMEs to define and meet client needs.
- Work closely with technologists of the Consulting team to establish AND’s wider Data proposition and develop thought leadership.
- Promote and uphold high technical quality standards.
It's essential you bring the following:
- Expertise in writing and testing production-ready Python.
- Proficiency in researching, training, building, evaluating, scaling and improving Machine Learning models.
- Strong experience in Azure.
- Solid understanding of vector databases (Azure Cognitive Search, FAISS, Pinecone, etc.).
- Experience working with GenAI tools (ChatGPT, OpenAI APIs, Long Chain, etc.).
- Extensive experience with AI/ML toolkits and libraries, particularly PyTorch, Transformers, Gradio, Jupyter Notebook, NumPy, Pandas, Matplotlib, Scikit-Learn.
- Good understanding of MLOps best practices.
- Sound knowledge of the mathematical foundations of ML algorithms.
- Experience in building and maintaining RESTFul ML model APIs.
- Ability to analyse large datasets through Exploratory Data Analysis and confidently suggest model and training improvements to enhance accuracy.
- Hands-on experience of modern software delivery, including CI/CD and DevOps practices.
It’s helpful if you also have:
- Proficiency in Python and Javascript.
- Proficiency in MLOps and wider DevOps.
- You may be a recognized figure in your field; someone who is a recognised conference speaker or tech blogger/writer, industry expert in the field of data, or have contributed to open source projects or charitable technical projects (like TuringLabs, etc.).
- A keen understanding of industry best practice around standards, quality and continuous improvement in the field of Data Science (AI/GenAI/ML).
- Experience in the field of Data Engineering, Science or Analytics.
- Experience using modern and traditional data technologies including: ElasticSearch, MongoDB, PostgreSQL, mySQL/mariaDB, etc.
Language Proficiency
- Being a Dutch speaker is strongly preferred.
Joining AND
When it comes to our work delivery and support, we aim to ensure that there's nowhere else like AND. However, joining a company works two ways: it needs to be the right fit both ways. So, before applying, be aware of the following:
- We prioritize people over anything else. Your happiness and wellbeing really do matter to us, and we dislike unnecessary hierarchy and bureaucracy.
- There's no clear-cut path. AND is growing fast and embarking a new journey. This offers an attractive autonomy and opportunity that we all love. However, it also requires patience, resilience and focus.
- Diversity is essential. It is needed for us to build great products that are loved by a variety of people.
Sound good? Awesome! Fill out the short application form below and we’ll be in touch.