Scientist - Natural Language Processing Engineer

Who Are We

 

A research-oriented company with expertise in computer vision and artificial intelligence, at its core, Orbo is a comprehensive platform of AI-based visual enhancement stack. This way, companies can find a suitable product as per their need where deep learning powered technology can automatically improve their Imagery.

 

ORBO's solutions are helping BFSI, beauty and personal care digital transformation and Ecommerce image retouching industries in multiple ways.

 

WHY US

• Join top AI company
• Grow with your best companions
• Continuous pursuit of excellence, equality, respect
• Competitive compensation and benefits

 

 

You'll be a part of the core team and will be working directly with the founders in building and iterating upon the core products that make cameras intelligent and images more informative.

 

To learn more about how we work, please check out

https://www.orbo.ai/">https://www.orbo.ai/.

 

We at Orbo are looking for developers who have passion for technology, ability to deploy new and novel technologies in environments that are often low on humans as well as capital. From solving complex algorithm problems, software development engineers also develop complex algorithms to solve real-life crises and are involved in the system design of several applications and thus contributing to their technical architecture. 

 

CTC- Upto 12 LPA

• To determine the scope of software development projects.
• Collaborating with the software development team on application design and development.
• Developing software and overseeing the deployment of applications across platforms.
• Performing diagnostic tests and debugging procedures.
• Creating end-user application feedback channels.
• Optimizing software by performing maintenance, updates, and upgrades.
• Documenting processes and maintaining software development records.
• Keeping up to date with C++ standards and advancements in application development.

• Bachelor's degree in computer science, information systems, or similar.
• Strong understanding of OOPs, SDL.

• Problem solving with data structure and algorithms.
• Build tools(make/Cmake/Ninja/Bazel)
• Experience with OS & hardware specific development (SIMD, AVX, AVX2)
• Having knowledge of 3rd Party library integration (OpenCV, Tensorflow, NCNN, TNN, liptorch, Openvino, ONNX runtime)
• Worked with Modern C++ 
• Worked with Linux & Windows
• Experience with multi threading and multi processing 
• Superb analytical and problem-solving skills.
• Excellent collaboration and communication skills.
• Great organizational and time management skills.

Job Category: Software Development

Job Type: Full Time

Job Location: Bangalore

 

Gnani.ai aims to empower enterprises with AI based speech technology.

 

Gnani.ai is an AI-based Speech Recognition and NLP Startup that is working on voice-based solutions for large businesses. AI is the biggest innovation that is disrupting the market and we are at the heart of this disruption. Funded by one of the largest global conglomerates in the world, and backed a number of market leaders in the tech industry,

 

We are working with some of the largest companies in the banking, insurance, e-commerce and financial services sectors and we are not slowing down. With aggressive expansion plans, Gnani.ai aims to be the leader in the global market for voice-based solutions.

 

Gnani.ai is building the future for voice-based business solutions. If you are fascinated by AI and would like to work on the latest AI technologies in a high-intense, fast-growing and flexible work environment with immense growth opportunities, come and join us. We are looking for hard workers, who are ready to take on big challenges.

 

NLP Software Developer

 

Gnani.ai is looking to hire software developers with 0 to 2+ Years of experience, with a keen interest in designing and developing chat and voice bots. We are looking for an Engineer who can work with us in developing an NLP framework if you have the below skill set

 

Requirements :

• Proficient knowledge of Python
• Proficient understanding of code versioning tools, such as Git / SVN.
• Good knowledge of algorithms to find and implement tools for NLP tasks
• Knowledge of NLP libraries and frameworks
• Understanding of text representation techniques, algorithms, statistics
• Syntactic & Semantic Parsing
• Knowledge/work experience on No-SQL database Mongo.
• Good knowledge of Docker container technologies.
• Strong communication skills

 

Responsibilities :

• Develop NLP systems according to requirements
• Maintain NLP libraries and frameworks
• Design and develop natural language processing systems
• Define appropriate datasets for language learning
• Use effective text representations to transform natural language into useful features
• Train the developed model and run evaluation experiments
• Find and implement the right algorithms and tools for NLP tasks
• Perform statistical analysis of results and refine models
• Constantly keep up to date with the field of machine learning
• Implement changes as needed and analyze bugs

 

Good To Have :

Start up experience is a plus

 

PYTHON, SQL, TensorFlow, NumPy, SciPy, Pandas

Job Description :

- Developing chatbots and voice assistants on various platforms for diverse business use-cases

- 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.

Developing chatbots and voice assistants on various platforms for diverse business use-cases

- 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.

The Computer Vision engineer will be required to build algorithms based on our existing product portfolio and develop cutting-edge solutions for the emerging requirements of our key markets. The candidate will have the opportunity to interact and collaborate with our team of global Computer Vision experts in developing cutting-edge solutions to meet the dynamic nature of requirements for our customers. Key Responsibilities: a. Designing and implementing efficient computer vision algorithms for recognizing, tracking Human subjects within a controlled environment b. Architecting algorithms to work onboard our hardware systems as well as in the cloud where appropriate. c. Work together with our software development team to develop a scalable software solution Required Experience a. Minimum of 2-4 years of Relevant experience. b. MS, or PhD in Computer Science, Applied Mathematics, or a related field. c. Strong knowledge of the state-of-the-art in computer vision and machine learning algorithms with a solid understanding of OpenCV d. Experience working with point cloud processing and Point Cloud Library (PCL) e. Experience in optimization for computer vision (E.g. Semantic segmentation, depth reconstruction, scene flow) f. Ability to write efficient and maintainable code g. Solid understanding of C++ and/or Python, preferably in a Linux environment h. Possess practical experience in TensorFlow, Caffe. Desired Experience a. Prior experience in working with depth sensors and 3D Reconstruction using computer vision, image processing techniques b. Familiarity with the State-of-the-art in Computer vision and Deep Learning techniques

- Niki is an artificially intelligent personal shopping assistant (http://niki.ai/app). Our founding team is from IIT Kharagpur, and we are looking for a Backend Developer to join us in the core software development and maintenance. - We work mostly in Java and Python and object oriented concepts are a must to fit in the team. If you have experience in :1. Working at a high-traffic consumer facing company for minimum 5 years. 2. Architecting scalable systems in terms of making key decisions about database options, server frameworks, sync vs async, distributed vs monolithic, redundancy etc. 3. Ensuring fault tolerance and optimal latency of distributed and concurrent systems. 4. Mitigating and recovering from large scale system crashes and disasters. 5. Automation and consumer centric machine learning implementations - setting up ground truth, feedback loops and A/B testing. 6. Large scale monitoring and alarm systems. 7. Thinking backwards from a customer POV and relentlessly pursuing customer's cause in tech and product decisions. And you are always ready to get your hands dirty with coding and shipping products and services covering all the aspects yourselves - requirements gathering, resource allocation, testing, deploying, monitoring and iterating. Basic eligibility criteria are : 1. Graduate/Post-Graduate in Computer Science/Mathematics/Physics or allied fields. 2. Industry experience of 5-9 years in developing scalable software. 3. Have some experience in leading a team big or small.

Skills
1. Ability to read the documentation and perform 3rd party API integrations
2. Experience with Postgres and Redis
3. Experience with AWS - EC2, RDS, DynamoDB, etc
4. Experience with Python

Dashboard
Skills
1. Experience with Django
a. Django Web
b. Django REST
c. Django Channels
d. Django Celery (Queues and Brokers)
2. Experience creating a dashboard with login, user profiles, roles and permissions, reports
3. Experience with Facebook and Twitter OAuth
4. Experience with handling database migrations


Chatbot
Skills
1. Basic understanding of NLP - intents and entities
2. Strong understanding of dialogue management and conversation flow
3. Integrations with Facebook and Twitter APIs.
4. Creating and managing Facebook and Twitter apps
5. Understanding of webhooks and REST APIs.

The person will be responsible for implementing natural language processing and AI / Machine learning components, as well as integrating available open source components and APIs into the system. Primary responsibilities will include implementing the system following directions from the architect and the AI scientific team, testing and validating performance, and supporting modifications as needed. Development of tools for training AI and ML algorithms will also be a part of the responsibility of this individual. Education: Bachelors or Masters in Computer Science. Proficiency in Java, Python Experience: Minimum of three to four years experience in implementing machine learning and natural language processing algorithms or working with available open source AI/ML components.

Niki is an artificially intelligent ordering application (niki.ai/app). Our founding team is from IIT Kharagpur, and we are looking for a Natural Language Processing Engineer to join our engineering team. The ideal candidate will have industry experience solving language-related problems using statistical methods on vast quantities of data available from Indian mobile consumers and elsewhere. Major responsibilities would be: 1. Create language models from text data. These language models draw heavily from statistical, deep learning as well as rule based research in recent times around building taggers, parsers, knowledge graph based dictionaries etc. 2. Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules based models 3. Work closely with product teams to implement algorithms that power user and developer-facing products We work mostly in Java and Python and object oriented concepts are a must to fit in the team. Basic eligibility criteria are: 1. Graduate/Post-Graduate/M.S./Ph.D in Computer Science/Mathematics/Machine Learning/NLP or allied fields. 2. Industry experience of 2-7 years. 3. Strong background in Natural Language Processing and Machine Learning 4. Have some experience in leading a team big or small. 5. Experience with Hadoop/Hbase/Pig or MaprReduce/Sawzall/Bigtable is a plus Please share your resume to [email protected]