Subject Matter expert

Key deliverables for the Data Science Engineer would be to help us discover the information hidden in vast amounts of data, and help us make smarter decisions to deliver even better products. Your primary focus will be on applying data mining techniques, doing statistical analysis, and building high-quality prediction systems integrated with our products.

What will you do?

• You will be building and deploying ML models to solve specific business problems related to NLP, computer vision, and fraud detection.
• You will be constantly assessing and improving the model using techniques like Transfer learning
• You will identify valuable data sources and automate collection processes along with undertaking pre-processing of structured and unstructured data
• You will own the complete ML pipeline - data gathering/labeling, cleaning, storage, modeling, training/testing, and deployment.
• Assessing the effectiveness and accuracy of new data sources and data gathering techniques.
• Building predictive models and machine-learning algorithms to apply to data sets.
• Coordinate with different functional teams to implement models and monitor outcomes.
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• Presenting information using data visualization techniques and proposing solutions and strategies to business challenges

We would love to hear from you if :

• You have 2+ years of experience as a software engineer at a SaaS or technology company
• Demonstrable hands-on programming experience with Python/R Data Science Stack
• Ability to design and implement workflows of Linear and Logistic Regression, Ensemble Models (Random Forest, Boosting) using R/Python
• Familiarity with Big Data Platforms (Databricks, Hadoop, Hive), AWS Services (AWS, Sagemaker, IAM, S3, Lambda Functions, Redshift, Elasticsearch)
• Experience in Probability and Statistics, ability to use ideas of Data Distributions, Hypothesis Testing and other Statistical Tests.
• Demonstrable competency in Data Visualisation using the Python/R Data Science Stack.
• Preferable Experience Experienced in web crawling and data scraping
• Strong experience in NLP. Worked on libraries such as NLTK, Spacy, Pattern, Gensim etc.
• Experience with text mining, pattern matching and fuzzy matching

• Brand new Macbook
• Stock Options
• Health Insurance
• Unlimited Sick Leaves
• Passion Fund (Invest in yourself or your passion project)
• Wind Down

ABOUT EPISOURCE:

Episource has devoted more than a decade in building solutions for risk adjustment to measure healthcare outcomes. As one of the leading companies in healthcare, we have helped numerous clients optimize their medical records, data, analytics to enable better documentation of care for patients with chronic diseases.

The backbone of our consistent success has been our obsession with data and technology. At Episource, all of our strategic initiatives start with the question - how can data be “deployed”? Our analytics platforms and datalakes ingest huge quantities of data daily, to help our clients deliver services. We have also built our own machine learning and NLP platform to infuse added productivity and efficiency into our workflow. Combined, these build a foundation of tools and practices used by quantitative staff across the company.

What’s our poison you ask? We work with most of the popular frameworks and technologies like Spark, Airflow, Ansible, Terraform, Docker, ELK. For machine learning and NLP, we are big fans of keras, spacy, scikit-learn, pandas and numpy. AWS and serverless platforms help us stitch these together to stay ahead of the curve.

ABOUT THE ROLE:

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, improving patient health, clinical suspecting and information extraction from clinical notes.

This is a role for highly technical 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 data-driven architectures 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.

During the course of a typical day with our team, expect to work on one or more projects around the following;

1. Create and maintain optimal data pipeline architectures for ML

2. Develop a strong API ecosystem for ML pipelines

3. Building CI/CD pipelines for ML deployments using Github Actions, Travis, Terraform and Ansible

4. Responsible to design and develop distributed, high volume, high-velocity multi-threaded event processing systems

5. Knowledge of software engineering best practices across the development lifecycle, coding standards, code reviews, source management, build processes, testing, and operations  

6. Deploying data pipelines in production using Infrastructure-as-a-Code platforms

7. Designing scalable implementations of the models developed by our Data Science teams  

8. Big data and distributed ML with PySpark on AWS EMR, and more!

BASIC REQUIREMENTS 

1.  Bachelor’s degree or greater in Computer Science, IT or related fields
   
   

2.  Minimum of 5 years of experience in cloud, DevOps, MLOps & data projects
   
   

3. Strong experience with bash scripting, unix environments and building scalable/distributed systems
   
   

4. Experience with automation/configuration management using Ansible, Terraform, or equivalent
   
   

5. Very strong experience with AWS and Python
   
   

6. Experience building CI/CD systems
   
   

7. Experience with containerization technologies like Docker, Kubernetes, ECS, EKS or equivalent

8. Ability to build and manage application and performance monitoring processes

• 32-bit Microcontroller knowledge is essential (ARM Cortex based micro-controllers (STM32).
• Esp32 architecture knowledge is essential.
• Strong experience in C, C++, Free-RTOS
• Strong experience in CUBEMX IDE, MDK Version 5 – Keil, Arduino IDE environment
• Good knowledge in HW and communication protocols like CAN, SPI, UART, I2C, USB 
• Good knowledge in TFT Displays and Sensors is added advantage
• Good knowledge of implementation of motor controls as required, pulse width modulation schemes (PWM).
• Good knowledge of power electronics (TRIACs, MOSFETs, IGBTs, gate drivers) and require protections (Over/under voltage/current).
• Document firmware designs, specifications, test plans, revisions and produce test reports

• Developing new user-facing features using React.js
• Building reusable components and front-end libraries for future use
• Translating designs and wireframes into high quality code
• Optimizing components for maximum performance across a vast array of web-capable devices and browsers

• Strong proficiency in JavaScript, including DOM manipulation and the JavaScript object model
• Thorough understanding of React.js and its core principles
• Experience with popular React.js workflows (such as Flux or Redux)
• Hands on experience with Typescript
• Expertise with RESTful APIs integration and best practices
• Knowledge of modern authorization mechanisms, such as JSON Web Token
• Familiarity with modern front-end build pipelines and tools
• Experience with common front-end development tools such as Babel, Webpack, NPM, etc.
• Ability to understand business requirements and translate them into technical requirements
• Familiarity with code versioning tools such as Git

• Need to develop applications in PHP, HTML5, JQuery and Node.JS.
• Need to interact with Team Leads, QA team, Deployment team
• Need to interact with in-house and external customers
• Need to interact with internal team members for integrated development
• Need to have good communication skills
• Will Report to Lead Developer - PHP

Skills required:

• Need to have experience in developing projects using PHP, MySQL, HTML5, JavaScript, AJAX, JQuery , CSS3, Elastic Search and Node.JS
• Need to have experience in implementing web frameworks
• Need to have experience in database concepts
• Need experience in unit testing
• Need to have experience in trouble shooting and analyzing run time errors

Preference of Educational background:

• B.E
• B.Tech
• MCA

Preference of Professional background:

• Should have strong knowledge and understanding of Software Development Life Cycle.
• Solid Work experience of Object Oriented Development and MVC Design & Core PHP
• Sound knowledge of JavaScript / AJAX technologies and methods.
• Prior experience with XML, JSON and SOAP web services.
• Hands-on experience in writing complex SQL queries.
• Excellent written and oral communication skills.
• Node.js, Angular.js is a plus
• Version control systems like Sub version, GITLAB

Content Writer

Roles & Responsibility:

To write on a variety of topics related to education and courses offered by the colleges and institutions in India and educational news and updates etc.

Knowledge of writing articles, blog posts, descriptions, page titles etc. for digital media.

Create content which gives website readers access to information in a simple, easy to understand language.

The content writer should know the target audience and write content to engage and draw visitors.

Generate content, making smart use of keywords. The text should have relevant keywords and variations for better search engine ranking and indexing.

Creating stories from in-house reports/surveys monthly.

Developing new ideas for web content.

Work with team members to enhance content pieces.

Desired Profile

Freshers with impressive writing skills are welcome.

As a web content writer, the ability to write engaging content for websites.

Knowledge in writing content for websites/print/company blogs.

Good written and communication skills.

Awareness of Search Engine Optimization (SEO), internet marketing trends is a plus.

Excellent time management skills.

Personal Traits:

Excellent written and oral communication skills.

Excellent problem-solving skills.

Should be excellent in Time Management, Planning Skills & Organizing Skills.

Are you an experienced app Developer with a growth mindset and looking to explore your skills in the ed-tech domain? Then read on.

What you need to have:

Experience: 2 to 6 years

Annual CTC: Rupees 8,00,000 to 15,00,000

• Create regional sales plans and quotas in alignment with business objectives
• Self-driven individual with revenue closing experience and pipeline building
• Identify and qualify high ticket deals and opportunities.
• Must have knowledge on leading cloud services like AWS/Azure/Digital Ocean
• Support sales with day-to-day sales operation
• Evaluate individual performances
• Report on regional sales results
• Forecast weekly/Monthly/quarterly with Sales pipeline and closures
• Identify hiring needs, select and train new salespeople
• Prepare and review the annual budget for the area of responsibility
• Analyze regional market trends and discover new opportunities for growth
• Address potential problems and suggest prompt solutions
• Participate in decisions for expansion
•