Senior Machine Learning Engineer / Senior Data Scientist
TouchNote, India
Job Description
Who We Are
We are reinventing personal communication for the digital era.
TouchNote is a creative platform that lets people send custom-made cards, straight from their phone to those they love anywhere in the world. Our award-winning, easy to use app has helped people nurture their most meaningful relationships over 15 million times.
We are a team of passionate and creative individuals trying to make a difference. We’re proud to offer a highly collaborative, solution-focused environment that celebrates diversity and has been listed in Deloitte’s Technology Fast 50 and The Financial Times Future 100 UK.
The Role
Working with a Data team comprising Engineering, Insight and Data Science you will design and implement deep learning/AI/Machine learning models to fit various use cases, productionise machine learning algorithms and provide expertise around model deployment. In return, you can expect an opportunity to shine, plenty of support from a talented team, and a friendly and enthusiastic working environment.
To take us to the next level, we are looking for extensive experience in Python and unrivalled enthusiasm in how models can be deployed in cloud environments with clean and thorough CI/CD practices. The truth is you will work on all the normal Data Science projects (LTV, Churn, Recommenders, Statistical Models) but where TouchNote really differs from other companies in the space is the ownership of our pipeline, independence of thought and the breadth and depth of our text and relationship datasets.
What you'll do:
- Prototype, test, and productionise machine learning pipelines to predict user behaviour, identify sentiment, produce relationship maps and work with transactional modelling (LTV, Churn, Segmentation)
- Teach and learn from our Data Scientists and Engineers in how to get real data driven value for our customers and Business users
- Provide solutions for problems with substantial commercial impact
- Perform analysis to identify challenges and opportunities, deriving valuable insights
- Conduct experiments to show causal impact of new ideas or implementations
- Monitor deployments of current modelling and build out a CI/CD pipeline
Requirements
Who you are:
- First and foremost a teacher and a great communicator
- At least 4+ years of experience as a Data Scientist, Computer Scientist or Developer
- Deep understanding of embedding methods (ideally graph embeddings), and Deep Learning in general
- Extensive experience writing clean and concise production-ready code in Python with clear experience of developing real-time in application models across iOS, Android and Web
- Experience in analysing data using statistical techniques and conducting experiments using SQL and Python libraries such as Pandas
- Are extremely capable of working with machine learning software - having a working knowledge of productionising models: Git version control, Jenkins, unit tests, and containerisation softwares such as Docker, AWS Fargate and Kubernetes/ECS/ECR
- Ready to give the level of commitment a high growth start-up needs
Nice to haves:
- Some experience of a BI platform (Looker, Tableau, Power BI, etc.)
- Experience in subscription businesses
- Experience working with Product Managers
Our Company Values:
Aways Close - We pride ourselves on being a uniquely close team; we hire people who we genuinely enjoy spending time with and we take care of each other. Togetherness also means thoughtfulness: we are accountable to each other. It’s not about you, it’s about us winning as a team.
Own it - Understand and take responsibility for your part in our success; we tell you where to go, not how to get there. Getting it done, on time, is up to you.
Leaders are Learners - To be the best we can be, we accept that we do not have all of the answers. We must continuously learn, grow and develop. We expand in our roles.
Natural Creativity - We’re an innovative bunch building a world-class platform for creative communication. We take creative problem solving really seriously, but we don’t take ourselves too seriously with it.
It's all about Integrity - Be yourself and do your best. We are all in this together; your voice matters, say what you think. If you disagree, speak up. If the decision goes the other way, commit and move on.
Benefits
- Company laptop (Mac or PC - you choose!)
- 20 days holiday plus bank holidays
- Friday drinks
- Team lunches
- Team socials every month
- Free TouchNote credits to use our product!