- Work on a chatbot framework/architecture using an open-source tool or library
- Implement Natural Language Processing (NLP) for chatbots
- Integration of chatbots with Management Dashboards and CRMs
- Resolve complex technical design issues by analyzing the logs, debugging code, and identifying technical issues/challenges/bugs in the process
- Deploy applications using CI/CD tools
- Designing and building highly scalable AI and ML solutions
- Ability to understand business requirements and translate them into technical requirements
- Open-minded, flexible, and willing to adapt to changing situations
- Ability to work independently as well as on a team and learn from colleagues
- High adaptability in a dynamic start-up environment.
- Experience with bot multi-lingual utilization (preferred)
- Experience with bot human escalation
- Ability to optimize applications for maximum speed and scalability
- Come up with new approaches and ideas to improve the current performance of Chatbots across multiple domains and build a highly personalized user experience.
QUALIFICATIONS : B. Tech/ B.E. /M. Tech or a related technical discipline from reputed universities
SKILLS REQUIRED :
- Minimum 3+ years- of experience in Chatbot Development using the Rasa open-source framework.
- Hands-on experience building and deploying chatbots.
- Experience in Conversational AI platforms for enterprises using ML and Deep Learning.
- Experience with both text to speech and vice versa transformation incorporation.
- Should have a good understanding of various Chatbot frameworks/platforms/libraries.
- Build and evolve/train the NLP platform from natural language text data being gathered from users on a daily basis.
- Code using primarily Python.
- Experience with bots for platforms like Facebook Messenger, Slack, Twitter, WhatsApp, etc.
- Knowledge of digital assistants such as Amazon Alexa, Google Assistant, etc.
- Experience in applying different NLP techniques to problems such as text. classification, text summarization, question & answering, information retrieval, knowledge extraction, and conversational bots design potentially with both traditional & Deep Learning
- Techniques - NLP Skills/Tools: NLP, HMM, MEMM, P/LSA, CRF, LDA, Semantic Hashing, Word2Vec, Seq2Seq, spaCy, Nltk, Gensim, Core NLP, NLU, NLG, etc.
- Should be familiar with these terms: Tokenization, N-Grams, Stemmers, lemmatization, Part of speech tagging, entity resolution, ontology, lexicology, phonetics, intents, entities, and context.
- Knowledge of SQL and NoSQL Databases such as MySQL, MongoDB, Cassandra, Redis, PostgreSQL
- Experience with working on public cloud services such as Digital Ocean, AWS, Azure, or GCP.
- Knowledge of Linux shell commands.
- Integration with Chat/Social software like Facebook Messenger, Twitter, SMS.
- Integration with Enterprise systems like Microsoft Dynamics CRM, Salesforce, Zendesk, Zoho, etc.
MUST HAVE :
- Strong foundation in the python programming language.
- Experience with various chatbot frameworks especially Rasa and Dialogflow.
- Strong understanding of other AI tools and applications like TensorFlow, Spacy, and Google Cloud ML is a BIG plus.
- Experience with RESTful services.
- Good understanding of HTTPS and Enterprise security.
Similar jobs
We are seeking a talented and motivated AI/ML Team Lead with a passion for Natural Language Processing (NLP) to spearhead the development of a groundbreaking natural language search tool tailored for the accounting domain. In this role, you will lead a dynamic team of engineers and data scientists, driving the design and implementation of intelligent search functionalities that will enhance user experience and streamline financial data retrieval.
Key Responsibilities
- Lead Development Initiatives: Oversee the design, development, and deployment of NLP models that facilitate natural language search capabilities within accounting software.
- Collaborate with Cross-Functional Teams: Work closely with product managers, UX/UI designers, and domain experts to understand user needs and translate them into technical requirements.
- Research & Innovation: Stay abreast of the latest advancements in AI/ML and NLP technologies; implement best practices to ensure our solutions remain at the forefront of the industry.
- Mentor & Guide Team Members: Provide technical leadership and mentorship to junior engineers and data scientists, fostering a culture of continuous learning and improvement.
- Performance Optimization: Analyze model performance and implement strategies to enhance accuracy, speed, and usability of NLP features.
Hi,
Please find the job description below and revert me back with your updated resume.
Job Role- Python Developer
Exp- 2-3 years
Location- Nagpur(Remote)
Job description-
Roles & Responsibilities:
Develop and implement scalable software solutions in Python
Integrate user-facing elements with server-side logic
Work closely with other team members to meet project requirements and deadlines
Test and debug programs to ensure software quality and reliability
Write clean, maintainable code following best practices
Stay up-to-date with industry developments and latest trends in Python programming
Requirements:
Proven experience as a Python Developer or similar role
Good understanding of data structures, algorithms, and software design principles
Experience with Python frameworks (e.g., Django, Flask)
Familiarity with front-end technologies (e.g., JavaScript, HTML5, CSS3)
Knowledge of relational databases, SQL, and ORM technologies
Experience with version control systems (e.g., Git)
Excellent verbal and written communication skills
Bachelor’s degree in Computer Science, Engineering, or a related field (or equivalent work experience)
Preferred Qualifications:
Experience with cloud platforms (e.g., AWS, Azure, GCP)
Understanding of Agile methodologies
Contributions to open-source projects
Certifications in Python or related technologies
Thanks & Regards,
Abhilash Kumar | HR BIZ HUB
Technical Recruiter
DUKAAN - Create Your Online Store in 30 Seconds
Dukaan is an app that allows offline businesses to sell their products and services online. On our app, the users can make beautiful product catalogues (catalogs) right from a smartphone and share with their customers easily on different social media apps such as Whatsapp Business, Whatsapp, Facebook, Instagram etc. Praised by users all over India, this app has saved declining businesses by helping them transfer their shop online. The journey has just begun and we are on a mission to make India truly Digital.
Dukaan is currently powering over 5M ecommerce stores built by indian small businesses and growing at a crazy rate.
We are looking for a Backend Engineer to join our team who will be part of our new innovations team.
Requirements:
- Strong knowledge of Django, Django Rest Framework and their design principles.
- Strong knowledge of Django ORM, should be able to leverage it to write complex and optimized queries (E.x Q queries, Case, When, Select related, prefetch related, Subqueries, Annotations, Aggregations, Filtering, etc.) .
- Should be able to override DRF serializers, filters and viewsets completely according to needs.
- Should have good experience in Class Based Views to write the backend API’s.
- Sound knowledge of database design patterns and modelling them to Django models.
- Sound knowledge of how to write test cases for the APIs.
- Should be able to write optimized pythonic code adhering to python PEP standards.
- Strong knowledge of python packaging and how to architect a code base that should be easily scalable and not get cluttered.
- Strong knowledge of REST API design patterns.
- Ability to write RAW sql queries and further database level coding will be a plus.
- Good Understanding of python’s asyncio, threading and multiprocessing library, their benefits and limitations along with their appropriate use cases.
- Hands on knowledge of celery and its corresponding message broker such as RabbitMQ, Redis, etc.
- Experience with building a CDC(Change Data Capture) pipeline will be a plus.
- Experience with Apache Kafka, Kafka connect and Debezium will be a plus.
- Experience with open source will be a plus.
- Good knowledge of Algorithms and data structures.
Responsibilities:
- Understand the ins and out of existing codebase and have a good grasp over it.
- Write clean, stable and scalable code.
- Write unit test cases for the APIs.
- Do whitebox and blackbox testing for your own code and as well as others if required.
- Understand and implement fast prototype solutions for the business needs.
About Us
Wrky.ai provides the Intelligence and tools the businesses need to discover and nurture their talent potential. Evolved from a basic assessment to a much-advanced intelligence platform where we aim to help companies step up their talent game with data-driven insights. A Lean team of 5 people working toward making the shift happen, eagerly waiting for the 6th to join the rocket ship soon.
Selected Candidate day-to-day responsibilities include:
We are looking for a Django developer interested in building and performing web-based applications. You will be responsible for building these applications, as well as coordinating with the teams responsible for other layers of the product infrastructure. Building a product is a highly collaborative effort, and as such, a strong team player with a commitment to perfection is required.
Tech skills required but not limited to -
• Familiarity with Django/Django REST Framework
• Familiarity with OAuth and authentication systems
• Experience with popular RDBMS technologies (MySQL, Postgres, etc.)
• Experience with developing APIs
• AWS knowledge is highly preferred
Skill(s) required:- Python, Django, GitHub
JD - Senior Dev with more than 5 years relevant experience
1. Working experience on web development using Python/Django
2. Comfortable with using Django framework.
3. Understanding of web servers
4. Knowledge in PostgreSQL, MySQL, and other database queries
5. Experience in using Redis cache.
6. Understanding of web technologies
7. Experience in REST API development using Django.
8. Strong hold on Apache
9. Integration of data storage solutions
10. Able to integrate multiple data sources and databases into one system
11. Understanding of JavaScript, and front-end JS frameworks like VueJS, React JS and Angular JS
12. Good communication skill
13. .net/.NET core will be an added advantage
- Experience of using Python/ Django frameworks in building back end for Full Stack Applications
- Hands on experience on Web frameworks, Restful APIs and SOAP
- Strong command on SQL (or relevant query language or ORM queries)
- Knowledge of front-end technologies such as React Native, React.js, Angular.js or Javascript
About us:
Strata is a commercial real estate investment platform that offers investors the opportunity to invest in pre-leased commercial assets such as offices, warehouses, and retail spaces across India.
We are one of the fastest-growing PropTech platforms in India and are backed by Elevation Capital, Mayfield, Kotak Investment Advisors, Gruhas (a venture by Nikhil Kamath of Zerodha) and DLF Family Office.
Our headquarter is in Bangalore, India.
We are a small yet close-knit team of 35+ people.
About you:
You have a knack for product and strongly equipped with engineering skills to make it a reality. You don’t jump into implementation unless you have clearly understood the problem/requirements and have a written design. You don’t hesitate asking questions and giving critical reviews while respecting others’ opinions. You are a fearless engineer, and not afraid to fail, not on production though ;) You have a strong sense of ownership. You have a startup experience. You don’t feel annoyed if required to work on off days in case of production incidents (no development).
Your responsibilities:
You will primarily work on the backend maintaining the existing platform and writing new enhancements and features. Apart from your own features, as a senior member of the team you will be expected to be actively involved in overall design discussions and peer code reviews. You will factor in extensibility, maintainability, scalability and security in designs and code. You will ensure that best engineering practices are followed. You will support your team members when they are facing challenges, and mentor them when appropriate. You will strive for overall engineering excellence.
Must-have Skills:
- 4-8 years of total experience
- 2+ years of experience in Django and DRF. You must be pro at it. The team will be looking up to you for making most out of DRF.
- Designing and building scalable web applications
- Good understanding of REST principles
- SQL database design and queries
- Working knowledge of AWS
Good-To-Have Skills:
- Angular or any other JavaScript frontend framework
- Designing microservices
- DevOps experience
FAQ's.
1. Your technology ingredients?
Programming languages:
Our backend is written in Python using Django framework. And the frontend is in AngularJS. Currently there is no mobile app.
Infrastructure:
We are an AWS shop and use their services for most needs, Docker for containerization and ECS as orchestrator, RDS as database, S3 for storage and SQS as messaging backend.
Other tools:
BitBucket for Git and CI/CD pipeline, Trello for project management; and Google Meets and Slack for communication.
2. Your hiring plan?
Currently the engineering team comprises of 3 engineers, and we plan to grow it to 8 by the end of 2021.
3. Your Interview process?
We will try to finish the process within two weeks. In case we can’t go ahead with your candidature, we will clearly and immediately let you know. But in case of competing applications, we may request you to wait for a week or two.
- 15 minutes introductory call to discuss requirements and expectations
- 30 minutes online coding assignment on a screen sharing session
- 1 hour technical interview covering problem solving, code review and aptitude
- 15 minutes call with co-founder for final discussion
In case of inability to come to a conclusion from either side, we may go for an additional round.
4. Your WFH and WFO policy?
Due to Covid-19 the team is working from home and will continue till March-2022. After that we will work from the Bangalore or Pune office (yet to be finalised). You should be open to relocate to any of the cities.
5. Your funding status?
In March 2020, Strata raised $1.5 million in seed funding; and $6 million in Series-A in July 2021.
Experience: 5+Yrs
Salary: Good hike on last drawn salary
Location: Indore
Working hours: 8 hours/day
Working days: 5 days/ week
Skills
As per 5 yrs below is the tech stack that he should know around django:
· Django forms
· Django Rest APIs
· Schedulers/Cron Jobs
· Customising middlewares
· Customising permission classes
· Management commands
· Fixtures
· Multiple Environment handling
· Multiple database integration
· SQL and NoSQL database integration experience
· Use of loggers or any logging mechanism
· Signals
· Push notifications over IOS/Android devices
· Email notifications
· Websockets
· Unit testing
· Caching
· Payment gateway integration
AWS & Deployment Skills:
· Deployment of Django over EC2 using Nginx or Apache2
· Configuring the Django to run the services like websockets, celery
· Using and configuring the RDS
· Should know how to use S3 buckets
aws-lambda
We’re a small team looking for passionate, execution-focused, self-starters to help us build the next generation eCommerce platform and equal the playing field for all. Our success depends on building teams who can challenge each other's assumptions with fresh perspectives. To that end, we don’t just accept differences – we celebrate them. If that sounds exciting to you, let’s talk!
We are expanding our Engineering team to India and building a stellar and diverse team composed of owners. We are looking for a backend engineer with a demonstrated track record of developing and maintaining production services, innovative thinking, and technical excellence. As a backend engineer, you will be responsible for building out the service layer that powers our frontend applications. You should have a solid understanding of software development lifecycle and software design principles. This is a great opportunity if you are looking for a huge impact at a small start-up with immense growth potential.
What you will do?
Create technical plans of projects assigned to you.
Come up with well-structured solutions to ambiguous problems and implement them.
Ship high-quality, well-tested, secure, and maintainable backend code.
Provide technical direction on our various products and upcoming projects.
Champion reliability and quality by using best practices in software engineering and modular design.
Ensure all components are scalable, maintainable, and have in-built metrics instrumentation and monitoring
Deliver an exceptional user experience to our customers. Put the customer first and have quality in mind.
Own the full release cycle from development to deployment.
What you will need?
3+ Years of experience as a software engineer working on backend applications.
Advanced knowledge of Python (preferably, the Django framework) and relational databases.
Experience with agile, test-driven development, continuous integration, and automated testing.
Experience with building, modifying, and extending API endpoints (REST or GraphQL) for data retrieval and persistence.
Experience with the full software development life cycle, including requirements collection, design, implementation, testing, and operational support.
Excellent verbal and written communication, teamwork, decision making and influencing skills.
Experience with scrum or other agile software development methodology.
Hustle. Thrives in an evolving, fast-paced, ambiguous work environment.
Bonus if you have
Experience working in the eCommerce domain.
Experience with AWS technologies like Elastic Beanstalk, Amplify, etc.