Project Manager

Job Description:

1.Be a hands on problem solver with consultative approach, who can apply Machine Learning & Deep Learning algorithms to solve business challenges

a. Use the knowledge of wide variety of AI/ML techniques and algorithms to find what combinations of these techniques can best solve the problem

b. Improve Model accuracy to deliver greater business impact

c.Estimate business impact due to deployment of model

2.Work with the domain/customer teams to understand business context , data dictionaries and apply relevant Deep Learning solution for the given business challenge

3.Working with tools and scripts for sufficiently pre-processing the data & feature engineering for model development – Python / R / SQL / Cloud data pipelines

4.Design , develop & deploy Deep learning models using Tensorflow / Pytorch 

5.Experience in using Deep learning models with text, speech, image and video data

a.Design & Develop NLP models for Text Classification, Custom Entity Recognition, Relationship extraction, Text Summarization, Topic Modeling, Reasoning over Knowledge Graphs, Semantic Search using NLP tools like Spacy and opensource Tensorflow, Pytorch, etc

b.Design and develop Image recognition & video analysis models using Deep learning algorithms and open source tools like OpenCV

c.Knowledge of State of the art Deep learning algorithms

6.Optimize and tune Deep Learnings model for best possible accuracy

7.Use visualization tools/modules to be able to explore and analyze outcomes & for Model validation eg: using Power BI / Tableau

8.Work with application teams, in deploying models on cloud as a service or on-prem

a.Deployment of models in Test / Control framework for tracking

b.Build CI/CD pipelines for ML model deployment

9.Integrating AI&ML models with other applications using REST APIs and other connector technologies

10.Constantly upskill and update with the latest techniques and best practices. Write white papers and create demonstrable assets to summarize the AIML work and its impact.

· Technology/Subject Matter Expertise

• Sufficient expertise in machine learning, mathematical and statistical sciences
• Use of versioning & Collaborative tools like Git / Github
• Good understanding of landscape of AI solutions – cloud, GPU based compute, data security and privacy, API gateways, microservices based architecture, big data ingestion, storage and processing, CUDA Programming
• Develop prototype level ideas into a solution that can scale to industrial grade strength
• Ability to quantify & estimate the impact of ML models.

· Softskills Profile

• Curiosity to think in fresh and unique ways with the intent of breaking new ground.
• Must have the ability to share, explain and “sell” their thoughts, processes, ideas and opinions, even outside their own span of control
• Ability to think ahead, and anticipate the needs for solving the problem will be important

·        Ability to communicate key messages effectively, and articulate strong opinions in large forums

· Desirable Experience:

• Keen contributor to open source communities, and communities like Kaggle
• Ability to process Huge amount of Data using Pyspark/Hadoop
• Development & Application of Reinforcement Learning
• Knowledge of Optimization/Genetic Algorithms
• Operationalizing Deep learning model for a customer and understanding nuances of scaling such models in real scenarios
• Optimize and tune deep learning model for best possible accuracy
• Understanding of stream data processing, RPA, edge computing, AR/VR etc
• Appreciation of digital ethics, data privacy will be important
• Experience of working with AI & Cognitive services platforms like Azure ML, IBM Watson, AWS Sagemaker, Google Cloud will all be a big plus
• Experience in platforms like Data robot, Cognitive scale, H2O.AI etc will all be a big plus

• 2+ years professional writing experience
• Excellent writing and editing skills
• Experience writing content for web/mobile products
• Experience writing emails, landing pages, or editorial content
• Proven ability to collaborate successfully with cross-­functional partners
• Ability to work independently in a fast-paced environment.
• Experience writing stories or more long-form editorial content
• Experience with trauma informed writing is a plus
• Experience writing for social impact products or audiences is a plus
• Solid understanding of email marketing and social channels are a plus
• Portfolio of writing samples

Requirements:
Good working knowledge of Adobe XD
Pay attention to details
Distill simplicity from complex user requirements
Excellent verbal, written, and communication skills

• Create new sites, features, and enhancements according to customer specifications.
• Work closely with front-end developers and customers to ensure an effective, appealing, functional and intuitive implementation.
• Write the codes using development best practices.
• Effectively contribute to all phases of the development lifecycle.
• Perform testing of features before deployment. Programmatic testing with PHP Unit framework or similar is highly value
• 3+ solid years of web development using LAMP.
• 2+ solid years of Laravel MVC framework
• Thorough knowledge of OOP/MVC with PHP and MySQL on Linux platforms.
• Solid development version control practices (GitHub, Source Tree)
• Expertise in developing and consuming REST web services.
• Thorough understanding of the Software Development Lifecycle (e.g. Requirements, Design, Development, and Testing).
• Experience with relational database design and development using MySQL.
• A communication pro - must be able to pleasantly explain technical issues to a non-technical person.
• Exhibit strong analytical and problem-solving skills.

Khoros, formerly known as Lithium + Spredfast, is the leading customer engagement platform providing Social Media Marketing, Care and Monitoring Solutions. Khoros Customer Engagement Platform is built to turn siloed knowledge into enterprise value, and customers into contributors. By connecting consumer insights across all departments, Khoros gives companies the ability to run their business with their customers, anticipating their needs and accelerating sales, loyalty, and innovation. With 2,000+ customers, including 52 of the Interbrand 100. Khoros has ten offices globally and powers approximately 500 million digital interactions every day. From social media to online communities and messaging to digital customer care, Khoros helps companies authentically connect with customers throughout their journey.

We’re looking to add a Software Engineer II to an already awesome engineering team for Community. You will be responsible for building and maintaining multiple SaaS applications in the social media space. You will work in small, cross-functional teams and love delivering value to our customers through shipping code. We deploy as often as we can and would love you to deploy to production beginning day one.

• Develop high-quality code to implement features that help analytics 
• Write unit tests for all new code 
• Improve code quality by applying solid design principles 
• Perform code reviews 
• Exhibit end-to-end ownership of a feature/task/bug 
• Work closely with Engineering Manager and Lead Engineer to suggest and implement architectural / design changes 
• Work closely with Product manager, Product Design team to ideate and build feature enhancements

• A Graduate in Computer Science or equivalent degree
• Experienced in building enterprise grade products for minimum of 2 years, that are highly scalable
• Experienced with building Frontend Applications and well versed with Javascript/ReactJS Design patterns, Object Oriented JS, including DOM Manipulation
• Familiarity with Rest API frameworks and patterns 
• Well versed with one or more of these technologies: 
• Frontend: Frameworks - ReactJS, AngularJS, NodeJS, Apollo 
• CSS, TypeScript, Bootstrap, ESLint 
• Unit Testing Frameworks - Jest
• Programming Languages: Java
• Backend: DropWizard, Spring Boot etc
• Storage: MySQL
• Someone who understands git, pull requests and good software development practices 

• Knowledge of one or more of the following:
• GraphQL, Elasticsearch, Redis, MySQL
• Familiarity with Build Systems like Jenkins, AWS Services (EC2, CloudFormation) 
• An engineer who writes testable and modular code
• Someone who understands git, pull requests and good software development practices
• Basic understanding of social media domain

• Programming is not just about writing code, it is about solving user’s problems
• Engineering is about creating meaningful user experience
• Autonomy is awesome and technology will shape the future

Awesome Culture

• Performance Driven
• Flexible Working hours

Great Benefits

• Health, Dental & Vision insurance
• Gym Allowance
• Well stocked Pantry
• Commute and leave allowance
• Generous leave policy

Competitive Compensation

• Among the best in industry
• Annual bonus

Equal employment opportunity

• Our employment practises 

• Collaborating across an agile team to continuously design, iterate, and develop big data systems.
• Extracting, transforming, and loading data into internal databases.
• Optimizing our new and existing data pipelines for speed and reliability. 
• Deploying new products and product improvements
• Documenting and managing multiple repositories of code.

• Experience with Pandas to process the data and Jupyter notebooks to keep it all together. 
• Familiar with pulling and pushing files from SFTP and AWS S3.  Familiarity with AWS Athena and Redshift is mandatory. 
• Familiarity with SQL programming to query and transform data from relational Databases. 
• Familiarities with AWS Cloud and Linux (and Linux work environment) are mandatory. 
• Excellent written and verbal communication skills.

• Excellent organizational skills, including attention to precise details. 
• Strong multitasking skills and ability to work in a fast-paced environment  Know your way around REST APIs (Able to integrate not necessary to publish)

• Python 
• Sql
• API 
• AWS 
• GCP 
• OCI 
• Azure 
• Redshift

• 5 years experience in database systems 
• 3 years experience with Python to develop scripts