We’re looking to hire someone to help scale Machine Learning and NLP efforts at Episource. You’ll work with the team that develops the models powering Episource’s product focused on NLP driven medical coding. Some of the problems include improving our ICD code recommendations , clinical named entity recognition and information extraction from clinical notes. This is a role for highly technical machine learning & data engineers who combine outstanding oral and written communication skills, and the ability to code up prototypes and productionalize using a large range of tools, algorithms, and languages. Most importantly they need to have the ability to autonomously plan and organize their work assignments based on high-level team goals. You will be responsible for setting an agenda to develop and ship machine learning models that positively impact the business, working with partners across the company including operations and engineering. You will use research results to shape strategy for the company, and help build a foundation of tools and practices used by quantitative staff across the company. What you will achieve: Define the research vision for data science, and oversee planning, staffing, and prioritization to make sure the team is advancing that roadmap Invest in your team’s skills, tools, and processes to improve their velocity, including working with engineering counterparts to shape the roadmap for machine learning needs Hire, retain, and develop talented and diverse staff through ownership of our data science hiring processes, brand, and functional leadership of data scientists Evangelise machine learning and AI internally and externally, including attending conferences and being a thought leader in the space Partner with the executive team and other business leaders to deliver cross-functional research work and models Required Skills: Strong background in classical machine learning and machine learning deployments is a must and preferably with 4-8 years of experience Knowledge of deep learning & NLP Hands-on experience in TensorFlow/PyTorch, Scikit-Learn, Python, Apache Spark & Big Data platforms to manipulate large-scale structured and unstructured datasets. Experience with GPU computing is a plus. Professional experience as a data science leader, setting the vision for how to most effectively use data in your organization. This could be through technical leadership with ownership over a research agenda, or developing a team as a personnel manager in a new area at a larger company. Expert-level experience with a wide range of quantitative methods that can be applied to business problems. Evidence you’ve successfully been able to scope, deliver and sell your own research in a way that shifts the agenda of a large organization. Excellent written and verbal communication skills on quantitative topics for a variety of audiences: product managers, designers, engineers, and business leaders. Fluent in data fundamentals: SQL, data manipulation using a procedural language, statistics, experimentation, and modeling Qualifications Professional experience as a data science leader, setting the vision for how to most effectively use data in your organization Expert-level experience with machine learning that can be applied to business problems Evidence you’ve successfully been able to scope, deliver and sell your own work in a way that shifts the agenda of a large organization Fluent in data fundamentals: SQL, data manipulation using a procedural language, statistics, experimentation, and modeling Degree in a field that has very applicable use of data science / statistics techniques (e.g. statistics, applied math, computer science, OR a science field with direct statistics application) 5+ years of industry experience in data science and machine learning, preferably at a software product company 3+ years of experience managing data science teams, incl. managing/grooming managers beneath you 3+ years of experience partnering with executive staff on data topics
Yapsody is looking for Systems Administrators to join our growing team who can maintain our existing systems/infrastructure as well as help us to architect solutions to scale and deliver our solutions through web, mobile, and emerging platforms. You will oversee our existing servers/systems/cloud infrastructure as well as help us plan to scale our applications in our “Hard Rock Café”-style YapStudio. Never been in a supervisory role of this kind before? No problem. Believe in yourself the way we believe in you, and you will undoubtedly get the hang of it quickly. Here’s the scoop on Yapsody… Yapsody, based in Los Angeles, California USA, is an expanding worldwide brand with thousands of clients spanning North America, U.K., and Australia. For any passionate techie looking to break from the mundane, this is a very exciting time at Yapsody as we rebuild our event ticketing product from scratch and migrate from our legacy monolithic structure to a vast micro services-based architecture that ventures into all aspects of event management. As a major U.S. concert promoter, we at Yapsody pilot all of our products in live settings and refine them before rolling out to the world. Our fun and inspirational office culture, flexible work policies, and micro-team structure will allow you to dictate the direction of your career. Ultimately, 2 years at Yapsody is like adding 5 years to your CV. Job Description Ensure high availability of all critical applications and servers. Be the primary point of contact between the business & service providers/vendors as it related to servers/infrastructure. Ensure the production environment is fully documented with diagrams, processes and procedures Participate in the application development (SDLC) process by creating and maintaining development environments and providing feedback on the production impact of projects under development. Strive for solid automated processes for management of the configuration and deployment of the production environment Assist the development team in troubleshooting and issue resolution as it related to servers/infrastructure. Have fun!! Technical Skills Expertise in Linux systems administration Expertise in Amazon Web Services. AWS Certifications is mandatory. Strong knowledge of server security practices, backup and recovery standards, and performance monitoring solutions. Strong knowledge of server maintenance and automations, cost optimisation of server resources. Strong knowledge and experience of working on containers services, dockerization of existing applications, security and monitoring of containers. Strong understanding of deployment pipelines and various tools like capistrano, jenkins, gitlab runners. Other Skills Ability to respond to emergencies 24/7 Excellent written and verbal communication Taking initiative & ownership of whatever, you work on.
About us: upGrad is an IIT Delhi alumni and Ronnie Screwvala founded company where we focus on enabling universities to take their programs online. Given team's background in education and media sectors, we understand what it takes to offer quality online programs, and at upGrad - we invest alongside universities to build and deliver quality online programs (content, platform, technology, industry collaboration, delivery, and grading infrastructure).You can read about some of our press releases at - upGrad was earlier selected as one of the top ten most innovative companies in India by FastCompany. We were also covered by the Financial Times along with other disruptors in Ed-Tech upGrad is the official education partner for Government of India - Startup India program too We were also ranked as one of the top 25 Startups in India 2018 Our program with IIIT B has been ranked #1 program in the country in the domain of Artificial Intelligence and Machine LearningAt upGrad - we have partnered with leading universities such as IIIT Bangalore, BITS Pilani, MICA Ahmedabad, IMT Ghaziabad and Cambridge University's Judge Business School to offer programs in the domains of Data, Technology and Management Job Description We're looking for a hands-on technical leader to work on design and development of our backend services which are written in Python/Django. Job Responsibilities: - Own end to end development and operations of high performance Django Applications. - Implement product features using Python 3.5, Django, AWS infrastructure, and various third-party libraries. - Interface with business to define requirements, deliverables, and provide the necessary engineering expertise & support to ensure on-time delivery - Collaborate with the entire team and customers on feature requirements and prioritization Desired Skills Include Knowledge Of - Expert knowledge of Python ( 3+ years of hands on experience with web based software) - Have experience with one web framework (Django, Flask etc) - Proven experience in architecture, design and delivery of data intensive applications - Experience with architecting systems for AWS is a plus - Experience with web paradigms such as RESTful APIs, Test-driven Development (TDD) - Must possess traits of thriving to work in a fast paced autonomous environment