Analytics Engineering Lead

Responsibilities:

1. Plan and execute all digital marketing, including SEO/SEM, marketing database, email, social media and display advertising campaigns
2. Design, build and maintain our social media presence
3. Measure and report the performance of all digital marketing campaigns, and assess against goals (ROI and KPIs)
4. Identify trends and insights, and optimize spend and performance based on the insights
5. Brainstorm new and creative growth strategies
6. Plan, execute, and measure experiments and conversion tests
7. Collaborate with internal teams to create landing pages and optimize the user experience
8. Utilize the strong analytical ability to evaluate end-to-end customer experience across multiple channels and customer touchpoints
9. Instrument conversion points and optimize user funnels
10. Collaborate with agencies and other vendor partners
11. Evaluate emerging technologies. Provide thought leadership and perspective for adoption where appropriate

We are looking for a PHP Developer with knowledge of the laravel framework and a minimum of 2+ years of work experience in developing PHP-based applications for the specified designs and standards.

* Developing web solutions in PHP/Laravel on the LAMP stack

* Understanding the eCommerce domain and working in close proximity with the Business Owners to discuss requirements and quickly prototype business ideas into applications

* Make the best use of the ORM capability of Laravel and develop project solutions that are independent of the hosting environment and underlying database

* Integrations with 3rd party tools and services

* Troubleshooting and resolution of website performance issues

* Hands-on experience in Core PHP, Laravel, HTML, CSS

* Must be capable to handle projects alone.

* Should have handled projects in Agile methodology

Php and framework full stack developer

Knowledge of Nodejs and python an added advantage

Understands ci cd and webapp deployment

Aws development and deployment understanding

Javascript understanding

Introduction

http://www.synapsica.com/">Synapsica is a https://yourstory.com/2021/06/funding-alert-synapsica-healthcare-ivycap-ventures-endiya-partners/">series-A funded HealthTech startup founded by alumni from IIT Kharagpur, AIIMS New Delhi, and IIM Ahmedabad. We believe healthcare needs to be transparent and objective while being affordable. Every patient has the right to know exactly what is happening in their bodies and they don't have to rely on cryptic 2 liners given to them as a diagnosis. 

Towards this aim, we are building an artificial intelligence enabled cloud based platform to analyse medical images and create v2.0 of advanced radiology reporting.  We are backed by IvyCap, Endia Partners, YCombinator and other investors from India, US, and Japan. We are proud to have GE and The Spinal Kinetics as our partners. Here’s a small sample of what we’re building: https://www.youtube.com/watch?v=FR6a94Tqqls">https://www.youtube.com/watch?v=FR6a94Tqqls

Your Roles and Responsibilities

Synapsica is looking for a Principal AI Researcher to lead and drive AI based research and development efforts. Ideal candidate should have extensive experience in Computer Vision and AI Research, either through studies or industrial R&D projects and should be excited to work on advanced exploratory research and development projects in computer vision and machine learning to create the next generation of advanced radiology solutions.

The role involves computer vision tasks including development customization and training of Convolutional Neural Networks (CNNs); application of ML techniques (SVM, regression, clustering etc.), and traditional Image Processing (OpenCV, etc.). The role is research-focused and would involve going through and implementing existing research papers, deep dive of problem analysis, frequent review of results, generating new ideas, building new models from scratch, publishing papers, automating and optimizing key processes. The role will span from real-world data handling to the most advanced methods such as transfer learning, generative models, reinforcement learning, etc., with a focus on understanding quickly and experimenting even faster. Suitable candidate will collaborate closely both with the medical research team, software developers and AI research scientists. The candidate must be creative, ask questions, and be comfortable challenging the status quo. The position is based in our Bangalore office.

Primary Responsibilities

• Interface between product managers and engineers to design, build, and deliver AI models and capabilities for our spine products.
• Formulate and design AI capabilities of our stack with special focus on computer vision.
• Strategize end-to-end model training flow including data annotation, model experiments, model optimizations, model deployment and relevant automations
• Lead teams, engineers, and scientists to envision and build new research capabilities and ensure delivery of our product roadmap.
• Organize regular reviews and discussions.
• Keep the team up-to-date with latest industrial and research updates.
• Publish research and clinical validation papers

Requirements

• 6+ years of relevant experience in solving complex real-world problems at scale using computer vision-based deep learning.
• Prior experience in leading and managing a team.
• Strong problem-solving ability
• Prior experience with Python, cuDNN, Tensorflow, PyTorch, Keras, Caffe (or similar Deep Learning frameworks).
• Extensive understanding of computer vision/image processing applications like object classification, segmentation, object detection etc
• Ability to write custom Convolutional Neural Network Architecture in Pytorch (or similar)
• Background in publishing research papers and/or patents 
• Computer Vision and AI Research background in medical domain will be a plus
• Experience of GPU/DSP/other Multi-core architecture programming
• Effective communication with other project members and project stakeholders
• Detail-oriented, eager to learn, acquire new skills
• Prior Project Management and Team Leadership experience
• Ability to plan work and meet the deadline

• Write clean, scalable code using .NET programming languages
• Remain up to date with the terminology, concepts and best practices for coding mobile apps
• Develop technical interfaces, specifications, and architecture
• Use and adapt existing web applications for apps
• Create and test software prototypes
• Develop client displays and user interfaces
• Assist software personnel in handling project related work and other requirements
• Coordinate with other software professionals and developers

• Adept at Machine learning techniques and algorithms.

Feature selection, dimensionality reduction, building and

• optimizing classifiers using machine learning techniques
• Data mining using state-of-the-art methods
• Doing ad-hoc analysis and presenting results
• Proficiency in using query languages such as N1QL, SQL

Experience with data visualization tools, such as D3.js, GGplot,

• Plotly, PyPlot, etc.

Creating automated anomaly detection systems and constant tracking

• of its performance
• Strong in Python is a must.
• Strong in Data Analysis and mining is a must
• Deep Learning, Neural Network, CNN, Image Processing (Must)

Building analytic systems - data collection, cleansing and

• integration

Experience with NoSQL databases, such as Couchbase, MongoDB,

Cassandra, HBase

• The SA must have experience in the following areas:
• GCP Infrastructure as code (knowledge of terraform, etc.) and how to deploy
• GCP Service Architecture and Tooling knowledge
• Some experience with GCP Big Query to allow for strategies when online services need to query for data (scale cost vs fixed)
• Experience with online Google tools ecosystem (Tag Manager, Optimise, GMP)
• Some knowledge of network infrastructure on GCP
• Working with security gateways
• Working with elastic infrastructure and container technologies is desirable