Purpose
You produce data-driven products, insights and inferences for Serai's customers through the application of cutting-edge Data Science and Machine Learning skills. A blend of academic rigor needs to be applied to solving P&L-driven business problems, and the delivery of industry-first data products for customers is a necessity.
Success for you is leveraging Serai’s top-tier tooling, external and acquired data sets to build first-in-industry monetisable products, insights, derivative data sets and insights. This includes growing your own capabilities and the value proposition for Serai.
Responsibilities
- Self-deliver P&L-linked data-driven products, insights and inferences employing methodologies in the Data Science and primarily Machine Learning domains
- Maintain knowledge of and concurrency with cutting-edge but commercially-viable (resilient and scalable) methodologies in the Data Science and primarily Machine Learning domains
- Translate complex and embryonic ideas into tangible data-driven deliverables; iterate; test; and sensibly promote or demise solutions to our customers
- Constantly grow own technical capabilities & knowledge of languages, principles and approaches, especially from Cloud providers
Experience & Qualifications
- 4+ years minimum industry experience in a delivery role employing Machine Learning
- PhD in a STEM subject directly leveraging the application of Machine Learning to a level where critique of algorithms’ operations/principles comes naturally to you. A core ML domain sub-specialty should be present (e.g. OCR, NLP). Extensive experience in lieu of a PhD may be considered
- Advanced expertise in at least: Python, R, & ML tooling from Cloud providers (ideally GCP)
- Advanced expertise in a breadth of data technologies (Hadoop/Spark, Cloud-native solutions, SQL)
- Strong experience with Agile delivery methods
- Experience in API creation is a strong plus
Above all else we prioritise exceptional talent, if you fall into that bracket, please apply.
What you can expect from Serai
- An environment where the customer is put at the centre of everything we do
- An awesome working environment that values transparency and relationships
- The ability and autonomy to make bold decisions
- Competitive salary benchmarked above industry standard
- 25 days holiday a year (and all public holidays)
- Excellent healthcare & life insurance
- Performance based incentive package