Head of Data Science
London, England, United Kingdom - Remote
Boclips
Boclips is the leading provider of Ed-Ready video, with 2.2M curriculum-aligned videos for EdTechs, publishers, curriculum developers, and schools.Are you ready to shape the future of media-rich learning experiences for students around the world?
Boclips has big ambitions. We’ve built an AI-led product that is transforming the discoverability of multimedia content for education. Digital media such as videos and podcasts are critical in the online delivery of learning experiences to engage students and improve outcomes - but in order for those assets to provide value, they need to find their right place within the different learning curricula. That's where our data science team come in! We are
We are looking for a Head of Data Science to inspire, lead and grow our data science team.
About Boclips Data Science
We have a team of 6, both data scientists and data engineers. They are mostly considered 'full stack' and are involved in every part of the process from prototype to production deployment and monitoring / analysis, however most team members have their own areas of expertise and interest.
Tech Stack
- Python, Looker, Pandas, MongoDB, Kubeflow, Spark, Hugging Face, Gensim, Elasticsearch
- NLP, Data Architecture, Data Modelling
Recent projects in data science include
- Automatically tagging videos with thema (subject) labels.
- Improving search and discovery in the product with search bubbles and related videos.
- Prototyping a new way of generating “learning sequences” of videos given a customer's topic and education level.
About the role -
- Reporting to our VP of Product Development, you will help define the roadmap and priorities for the Data Science Team in alignment with the company strategy.
- You'll hire, support and grow new team members. Ensuring they are thriving in their role within the team.
- Drive and encourage team-wide diffusion of knowledge and being a source of analytical and data science best practices
- Supporting the careers of our Data Scientists through pro-active coaching, mentoring and regular 1-2-1s
- Be passionate about furthering our competitive advantage in data science by leading new R&D into our data science methods and technology stack and empower the team to develop their capabilities
- Be an advocate for integrity and trust in all outputs from the team with an unwavering commitment to "doing the right thing"
- Build strong relationships and trusted partnerships with a wide range of stakeholders (internal and external)
- Oversee our data infrastructure and pipelines, ensuring scalability, consistency and stability is maintained
Requirements
- We believe in hiring for data science aptitude over niche or deeply technical skills.
- You can communicate clearly to all audiences, including non-technical team members and external partners.
- You advocate for writing high-quality code and leaving things in a better state than you found them.
- You’re a well-rounded data scientist who likes to understand the business context and anything else that might impact the product.
Must have:
- 5+ years experience working in a data role
- 1+ years experience managing/developing a team of data scientists and engineers (can be minimal if looking for a first lead job - but must want to do this).
- Clear and concise communicator and able to unpick complex technical and commercial problems
- Good knowledge of traditional ML techniques including recommender systems and deep learning
- Cultivating a team environment which is innovative, motivational, highly-productive and setup for rapid change
- A strong data science background including solid coding skills, ideally including Python
- Knowledge of building DS solutions end to end, from discovery to production and maintenance
Nice to have:
- Experience in a startup or fast-paced environment
Benefits
What We Offer (UK)
- Target base salary £100,000+ or location equivalent (with some flex dependant on experience)
- Annual bonus up to 10% of salary
- 30 days PTO (+ 9 public holidays)
- Fully-flexible working options
- Private healthcare with Vitality
- Penfold Pension Scheme 8% total contribution
- Enhanced parental leave (16 weeks fully-paid)
- Professional development budget
- Home office set-up budget
- Global off-sites in Europe or US once a year. Lisbon in 2022!
Outside the UK or US, we have two employment options, either contracting or via remote.com.
Inclusion Statement
At Boclips, we’re building a product for education, which means we are building a product for all learners. Our platform and its content is viewed by thousands of students around the world every week who have different needs, abilities and backgrounds. That’s why we are committed to hiring people regardless of race, religion, colour, national origin, sex, sexual orientation, gender identity, age or disability so our team can better empathise with our users.
Tags: Architecture Deep Learning Elasticsearch Kubeflow Looker Machine Learning MongoDB NLP Pandas Pipelines Prototyping Python R R&D Recommender systems Spark
Perks/benefits: Career development Competitive pay Flex hours Flex vacation Parental leave Salary bonus Startup environment
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