Essenvia Career
We live in a world where proactive and an ongoing awareness of medical conditions is paramount. This means more modern medical technology to better monitor and diagnose medical conditions for our ongoing well-being. Yet, the current pace of bringing medical devices to market takes 3-7 years – reason is managing a challenging, complex and hyper specialized regulatory workflow that is prone to errors. For e.g. With over 1000+ pages regulatory applications have grown in complexity and size, with a consistent 30% rejected at initial review and 64% sent back for additional information costing the industry billions of dollars each year. All this ultimately increasing the healthcare burden and accessibility of the medical devices. Essenvia’s mission is reduce errors and improve the quality of activities in the regulatory pathway to help medical device companies accelerate their regulatory journey to market so devices can reach patients who need them faster. We’re a rapidly growing team that is backed by capital from leading investors in the B2B SaaS enterprise space.
At Essenvia you will have daily opportunities to learn and inspire those around you. You will be surrounded by a team of self-starters who are motivated to have an impact through driving results.
Jobs at Essenvia
Essenvia is an cloud based SaaS platform that helps medical device companies reduce the time and cost of bringing Medical Devices to market. It’s product suite includes collaborative multiuser platform to prepare regulatory submissions, document management system, streamline the Medical Device regulatory pathway.
We are looking for a savvy Machine learning Engineer to join our team based out of Bangalore. The hire will be responsible for creating and managing proprietary data set for machine learning algorithms using various conventional and non-conventional data sources. The Engineer will support initiatives and will ensure optimal data delivery architecture for machine learning models. The right candidate will be excited by the prospect of becoming a key member in designing the data architecture to support our next generation of products, must be self-driven and able to work on tight time line in start-up culture
Responsibilities
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Extract key information from various data sources
Process documents using OCR and extract key entities
Extract blocks of relevant texts using pattern recognition
Prepare structured and unstructured data pipeline for machine learning models
Assemble large, complex data sets using various data sets.
Mandatory Skills
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Knowledge of algorithm and data structure
Programming Knowledge in Python and Java
Knowledge of Text mining/ Text extraction/ Regex matching
Knowledge of OCR
Experience in data cleaning, ETL, pipeline building and model-maintenance using Airflow
Knowledge Elastic search, Neo4j and GraphQL
Desirable Skills
-----------------
Knowledge of NLP
Knowledge of preparing and using custom corpora
Prior experience in medical science datasets
Exposure to Deep Learning applications and tools like TensorFlow, Theano is preferred
Responsibilities :
- Independently Perform data modelling and database design for new featuters in platform
- Design, develop and maintain REST APIs for platform
- Design and develop role based access control for various resources
- Integration of user-facing elements developed by front-end developers with server side logic.
- Perform data migration, transformation. Write jobs to execute scripts peridically
- Design and develop web socket based multi user systems
Skills and Qualifications :
- 4+ years experience in Python, Django,Celery and related technology
- Detailed understanding of Django framework is must
- Prior experience with RDBMS and NoSQL database
- Experience in working aiohttp or web socket
- Experience in AWS/GCP
- Strong knowledge various design patterns
- Strong knowledge of Computer Science fundamentals in data structures, algorithm
- Knowledge of CI/CD and cloud based application deployment
- Experience with Scrum/Agile development methodologies.
- Prior experience in startup or product based companies is prefered
- Bachelor’s Degree in computer science or equivalent experience.
Responsibilities :
- Design, develop and maintain REST APIs for platform
- Design and develop role based access control for various resources
- Integration of user-facing elements developed by front-end developers with server side logic.
- Data migration, transformation, and scripting
- Design and develop web socket based servers
Skills and Qualifications :
- Minimum 3 years experience in Python, Django and related technology
- Prior experience with RDBMS and NoSQL database
- Experience in working aiohttp or web socket
- Experience in AWS/GCP
- Strong knowledge various design patterns
- Strong knowledge of Computer Science fundamentals in data structures, algorithm
- Knowledge of CI/CD and cloud based application deployment
- Experience with Scrum/Agile development methodologies.
- Capable of delivering on multiple competing priorities with little supervision.
- Prior experience in startup or product based companies is prefered
- Bachelor’s Degree in computer science or equivalent experience.
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