Lifespark is looking for individuals with a passion for impacting real lives through technology. Lifespark is one of the most promising startups in the Assistive Tech space in India, and has been honoured with several National and International awards. Our mission is to create seamless, persistent and affordable healthcare solutions. If you are someone who is driven to make a real impact in this world, we are your people.
Lifespark is currently building solutions for Parkinson’s Disease, and we are looking for a ML lead to join our growing team. You will be working directly with the founders on high impact problems in the Neurology domain. You will be solving some of the most fundamental and exciting challenges in the industry and will have the ability to see your insights turned into real products every day
Essential experience and requirements:
1. Advanced knowledge in the domains of computer vision, deep learning
2. Solid understand of Statistical / Computational concepts like Hypothesis Testing, Statistical Inference, Design of Experiments and production level ML system design
3. Experienced with proper project workflow
4. Good at collating multiple datasets (potentially from different sources)
5. Good understanding of setting up production level data pipelines
6. Ability to independently develop and deploy ML systems to various platforms (local and cloud)
7. Fundamentally strong with time-series data analysis, cleaning, featurization and visualisation
8. Fundamental understanding of model and system explainability
9. Proactive at constantly unlearning and relearning
10. Documentation ninja - can understand others documentation as well as create good documentation
Responsibilities :
1. Develop and deploy ML based systems built upon healthcare data in the Neurological domain
2. Maintain deployed systems and upgrade them through online learning
3. Develop and deploy advanced online data pipelines
About Lifespark Technologies
Lifespark Technologies is a healthcare technology company. We build solutions for chronic neurological conditions such as Parkinson's Disease, stroke rehabilitation, etc. Our solutions span the domains of AI/ML, medical devices, mobile applications and web applications.
Lifespark aims to create the basic intelligence that will one day solve health issues at the earliest stage before they have damaging results. Your regular clothes will have integrated Lifespark solutions that will tell you the moment you are exposed to any environmental stimulus that is unsuitable for you personally even if it does not affect others. One day, a 60-year-old will look like today's 30-year-old.
The team at Lifespark is driven by one goal: To create things that re-enable those affected today, and keep their own future selves healthy. If that sounds like you, shout out to us and let's make this happen
Lifespark is incubated with IIT Bombay and is the recipient of several prestigious national awards such as the National Bio-Entrepreneurship Competition, Prosus SICA award and DST-BIRAC awards. We're among the top health tech startups in the country and count many prominent business leaders and academics as our mentors. We have deployed our solutions in partnership with some of the largest healthcare organizations in India and are looking to establish ourselves as the go-to innovator globally
We create wearables and digital health solutions
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Desired candidates must have 7+ years of total experience in backend development with good expertise in MEAN Stack (MongoDB, ExpressJS, AngularJS, Node.js) and JavaScript, along with strong development and coding skills, good analytical and problem-solving skills.
Roles and Responsibilities :
What You'll Do
- Create the system architecture for any product from scratch as well as drive it for more than one development teams
- Design and deliver solutions that enable fast and efficient deployment of quality code to production
- Document the architectural blueprint and end to end design through flowcharts and diagrams.
- Set coding standards for development teams and ensure all released code is following standards
- Oversee the code review process, performing reviews when necessary
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- Continuously evaluate the existing software to identify areas of improvement and ensure architectural integrity as additional features are added.
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- Coach and mentor the development teams to improve the overall expertise and skills of the team.
- Take care of the development of critical components and POCs for new technologies to be used.
- Deliver high quality deliverables individually/as a team adhering to industry best practices.
- Troubleshoot any errors or issues that arise in the application/infrastructure components quickly and efficiently.
What You Bring
- 7+ years in software development or product engineering
- Proficient in MEAN Stack
- Good experience in backend development with Node.js
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- Customer-centric mindset
- Expertise in Agile SCRUM best practices
- Expertise in implementing front-end of applications using HTML5, Angular.js
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Experience with iOS frameworks such as Core Data, Core Animation, etc.
Experience with offline storage, threading, and performance tuning
Familiarity with RESTful APIs to connect iOS applications to back-end services
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Understanding of Apple's design principles and interface guidelines
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Experience with performance and memory tuning with tools (such as Instruments and Shark, depending on project needs)
Familiarity with cloud message APIs and push notifications
A knack for benchmarking and optimization
Proficient understanding of code versioning tools (such as Git, Mercurial or SVN)
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- Good understanding of HTML, CSS, Javascript, jQuery, Bootstrap3/4, JSON & AJAX.
- Strong proficiency in JavaScript, including DOM manipulation and the JavaScript object model
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- Thorough understanding of React.js and its core principles; Familiarity with RESTful APIs.
- Knowledge of modern authorization mechanisms, such as JSON Web Token
- Experience with common front-end development tools such as Babel, Webpack, NPM, etc.
- Experience in Blob data implementation with Javascript
- Familiarity with RESTful APIs
- A knack for benchmarking and optimization
- Familiarity with code versioning tools
Solid understanding of OOPS concepts and design methodology - good to have Inheritance, aggregation, and composition
Experience with concepts of MVC, JDBC, and Restful API development
Familiarity with build tools such as Ant, Maven, Gradle, and Docker
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- 6+ years of relevant experience in DB2 LUW Administration
- Good experience with
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- Monitoring, backup, recovery, IBM Data Server Manager, TSM , Commvault
- Data replication, Q-replication & CDC
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