Senior Data Scientist - Natural Language Processing (NLP) at The Straits Network
At LYNK, we connect people with time-sensitive and business-critical questions to a curated community of 500,000+ experts. Our vetted experts span a comprehensive range of sectors and geographies and include world-class analysts, technologists, seasoned C-level executives and experienced consultants. Equally, we are committed to democratising access to knowledge for entrepreneurs, start-ups and the wider communities we operate in. In doing so, we empower our experts to bolster their credentials amongst a broader audience, while gaining access to challenging new projects and opportunities.Join us, and tackle some of the most challenging problems in natural language processing and large scale applied machine learning. You will build cutting edge natural language understanding technologies and deploy them on a global scale.What Youll DoDeliver data-driven products, insights and inferences employing methodologies in the Data Science and primarily Machine Learning domainsMaintain knowledge of and concurrency with cutting-edge but commercially-viable (resilient and scalable) methodologies in the Data Science and primarily Machine Learning domainsTranslate complex and embryonic ideas into tangible data-driven deliverables; iterate; test; and sensibly promote or demise solutions to our customersDesign and implement Semantic-enabled systems, enterprise data lakes and semantic search applications in the intersection of Semantic web and ontology, knowledge graph and domain model, NoSQL and graph database, NLP, Solr/Lucene, text mining and machine learningLead and develop ontological knowledge graphs to capture knowledge in domain models and metadataBuild semantic master/ systems to automate data analytics and services using AWS EC2, S3 (distributed data lake), Elastic Map Reduce (computation cluster), Data Pipeline (job management in Spark (Scala) on Hadoop, using Avro and Parquet) and Redshift (columnar data warehouse), and Google Big Query and CloudStorage.Design domain-driven event models and event sourcing paradigm for a real-time Web-scale "event" processing platformsWhat Expertise Youll Add To The TeamTop-notch expertise in Knowledge Representation and Discovery, Semantic Web, Ontology and Knowledge Graph, NLP and text miningIdeally 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. Extensive experience in lieu of a PhD may be consideredAdvanced expertise in at least:Python,R,ML tooling from Cloud providers (ideally AWS)The ability to train elementary machine learning models such as logistic regression and random forests, to select the right tool or the right task and to judge when a model is good enough for a particular purposeExperience with a core ML domain sub-speciality such as:(Deep) Neural Networks,Natural Language Processing (NLP),Conditional Random Fields,Mechanism Design,Latent Dirichlet Allocation.Proven track record of implementing a real-world Recommender or Ranking systemStrong experience with Agile delivery methodsExperience in API creation is a strong plusSolid experience in implementing multi-core/distributed softwareExperienced in solving real problems using machine learning techniques and with statistical rigorExcellent communication skills; the ability to convey complex analysis results clearly and with conviction to all stakeholder levelsWhy join Lynk?Lynk is a VC- AND revenue-backed, product-driven startup working with leading institutional clients, top level experts and thought leaders globallyWe operate in a high-octane environment where our people think about the big picture and always strive to make it happenOur team, spread across five countries today (and growing!), is multinational, multilingual and multicultural. Our clients have likened us to a mini United Nations.You will be constantly challenged with new problems to solve every day.We are here to realize big dreams and have a firm belief in our core mission to democratize access to knowledge.Bonus AttributesStrong passion for business and enthusiastic about taking part in shaping Lynks growthFunction well in a very fast-paced startup environmentTrack record of excelling in small teamsTeam players who thrive in uncertainty and like to make things happen!What We Commit To YouCompetitive remuneration package in a rapidly-expanding startupWork in a collaborative, co-creation hub in the heart of the city - with amazing facilitiesComprehensive medical insurance coverage, including dentalGenerous leave policy, including a work remote policyThe opportunity to travel and work around the globe with our international clients and growing number of offices (Hong Kong, Shanghai, Singapore, Mumbai, Hyderabad, New York City)The opportunity to be a part of something impactful.Notes:
- LYNK employees are prohibited from trading Restricted Securities (defined as any security whose performance is linked to a single company) for any Personal Trading Account.
- All future new joiners are required to undergo a background check.
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