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Job Description: Speech Recognition Engineer

3 years of industry experience

Responsibility:

 Development of ASR engine using frameworks like ESPNET or FairSeq or Athena or

Deep Speech using PyTorch or Tensorflow

 Assist to define technology required for Speech to Text besides core engine

and to design integration of these technologies.

 Work on improvement of model's accuracy and guide the team with best practices.

Desired experience:

 Good understanding of machine learning(ML) tools.

 Should be well versed in classical speech processing methodologies like hidden

Markov models (HMMs), Gaussian mixture models (GMMs), Artificial neural

networks (ANNs), Language modeling, etc.

 Hands-on experience of current deep learning (DL) techniques like Convolutional

neural networks (CNNs), recurrent neural networks (RNNs), long-term short-term

memory (LSTM), connectionist temporal classification (CTC), etc used for

speech processing is essential.

 The candidate should have hands-on experience and any of the end-to-end

implementation of ASR tools such as ESPNET or FairSeq or Athena or Deep

Speech

 Hands-on PyTorch and Tensorflow experience is desirable.

 Experience in techniques used for resolving issues related to accuracy, noise,

confidence scoring etc.

 Ability to implement recipes using scripting languages like bash

 Ability to develop applications using python, c++, Java

 Knowledge of Transformer Models like BERT-base. ELMo, ULM-FIT

 Experience in CI/CD pipeline, MLOps processes

 Hands-on deployment experience using cloud applications like AWS, GCP

Location: Bangalore

Desirable Skills: ML, Knowledge of Speech Recognition frameworks such as ESPNET

or FairSeq or Athena or Deep Speech etc, Hands-on experience of deep learning (DL)

techniques like CNN, RNN, LSTM etc., AWS, GCP

Required:
1) WebFOCUS BI Reporting
2) WebFOCUS Adminstration
3) Sybase or Oracle or SQL Server or Snowflake
4) DWH Skills

Nice to have:
1) Experience in SAP BO / Crystal report / SSRS / Power BI
2) Experience in Informix
3) Experience in ETL

Responsibilities:

• Technical knowledge regarding best practices of BI development / integration.
• Candidate must understand business processes, be a detailed-oriented person and quickly grasp new concepts.
• Additionally the candidate will have strong presentation, interpersonal, software development and work management skills.
• Strong Advanced SQL programming skills are required
• Proficient in MS Word, Excel, Access, and PowerPoint
• Experience working with one or more BI Reporting tools as Analyst/Developer.
• Knowledge of data mining techniques and procedures and knowing when their use is appropriate
• Ability to present complex information in an understandable and compelling manner.
• Experience converting reports from one reporting tool to another

Why join SigNoz?
SigNoz helps developers monitor applications and troubleshoot problems in their deployed applications. SigNoz uses distributed tracing to gain visibility into your software stack.

• SigNoz is backed by YCombinator 
• We have taken up a big challenge to replace $B companies via the power of opensource and community. You will get a feel of what climbing an Everest feels like.
• Work with the founding team from IITD and IIMA
• Developers from all over the world are trying out SigNoz. Be a part of building a deep tech global OSS product from India

Why is the role fantastic?

• You will be a founding engineer (one of the early team members who get a stake in our company)
• Get a chance to work on some data intensive frontend projects
• Get a chance to work on real time graphs
• You will get an opportunity to build your profile as an evangelist and communicate will fellow developers in the community.
• Your code will be open sourced, hence code quality will be crucial. You will manage the repo and review PRs
• You get to learn other aspects of development and product, from deployment to discussing features.

Must have skills

• Past experience of working in a global user-facing product
• A strong grasp of libraries and frameworks such as React.js and Typescript will be integral to your success. You may need to tweak other OSS libraries
• Strong working knowledge of HTML, CSS
• Aggressive in building stuff

• 5-7 years of experience on Android Java-based mobile applications and systems development
• Strong command of Android Java. Exposure towards Android SDK
• Strong knowledge of the various packages on the Android App development stack layouts, intents, widgets, content providers, touch handling, drawing, location services, media interfaces, network, storage, security/cryptography, SQLite, etc.
• Knowledge of web services and serialization techniques like REST, SOAP, XML, JSON & framing
• A strong penchant for Object-Oriented Design and CS fundamentals
• Experience in working with version control, bug tracking, continuous integration, and other productivity enhancement software like TFS, Bugzilla, Jira, etc.
• Prior experience in working in Agile software methodologies
• Taking responsibility and ownership in the team's work, team player, and good communication skills
• Hands-on experience in developing native Android applications.
• Understanding of Android design patterns, memory management, file I/O, concurrency, and multithreading.
• Knowledge of working with network & battery optimizations, APIs, external libs, SDKs, Analytics, UI, visualizations & animations
• Preferred knowledge on Connectivity, Bluetooth protocols/ BLE.
• Working knowledge and hands-on with Database management such as SQL and contemporary technologies at their backend
• Experience in Unit Testing and TDD practices. Usage of Junit/Mockito/Espresso kind of test frameworks
• Eclipse or any IDE usage
• Published one or more applications in an Android marketplace and knowledge on the process of making the app live.
• Experience in working on applications with react native is a plus.
• Able to create a UI and UX that would make the app simple to use and delight users.
• Able to fix the occurring bugs and iteratively improve the app, include newer features, and keep the app up to date with all the Android updates/ libraries that will be released.
• Have an eye for new upcoming technologies and be able to evaluate and implement the same to enhance development efficiency.
• To succeed in this role, you should have the following skills and experience
• B.E/B.Tech/M.Tech/MCA or equivalent qualification

JD : ML/NLP Tech Lead

- We are looking to hire an ML/NLP Tech lead who can own products for a technology perspective and manage a team of up to 10 members. You will play a pivotal role in re-engineering our products, transformation, and scaling of AssessEd

WHAT ARE WE BUILDING :

- A revolutionary way of providing continuous assessments of a child's skill and learning, pointing the way to the child's potential in the future. This as opposed to the traditional one-time, dipstick methodology of a test that hurriedly bundles the child into a slot, that in-turn - declares- the child to be fit for a career in a specific area or a particular set of courses that would perhaps get him somewhere. At the core of our system is a lot of data - both structured and unstructured. 

- We have books and questions and web resources and student reports that drive all our machine learning algorithms. Our goal is to not only figure out how a child is coping but to also figure out how to help him by presenting relevant information and questions to him in topics that he is struggling to learn.

Required Skill sets :

- Wisdom to know when to hustle and when to be calm and dig deep. Strong can do mentality, who is joining us to build on a vision, not to do a job.

- A deep hunger to learn, understand, and apply your knowledge to create technology.

- Ability and Experience tackling hard Natural Language Processing problems, to separate wheat from the chaff, knowledge of mathematical tools to succinctly describe the ideas to implement them in code.

- Very Good understanding of Natural Language Processing and Machine Learning with projects to back the same.

- Strong fundamentals in Linear Algebra, Probability and Random Variables, and Algorithms.

- Strong Systems experience in Distributed Systems Pipeline: Hadoop, Spark, etc.

- Good knowledge of at least one prototyping/scripting language: Python, MATLAB/Octave or R.

- Good understanding of Algorithms and Data Structures.

- Strong programming experience in C++/Java/Lisp/Haskell.

- Good written and verbal communication.

Desired Skill sets :

- Passion for well-engineered product and you are - ticked off- when something engineered is off and you want to get your hands dirty and fix it.

- 3+ yrs of research experience in Machine Learning, Deep Learning and NLP

- Top tier peer-reviewed research publication in areas like Algorithms, Computer Vision/Image Processing, Machine Learning or Optimization (CVPR, ICCV, ICML, NIPS, EMNLP, ACL, SODA, FOCS etc)

- Open Source Contribution (include the link to your projects, GitHub etc.)

- Knowledge of functional programming.

- International level participation in ACM ICPC, IOI, TopCoder, etc

- International level participation in Physics or Math Olympiad

- Intellectual curiosity about advanced math topics like Theoretical Computer Science, Abstract Algebra, Topology, Differential Geometry, Category Theory, etc.

What can you expect :

- Opportunity to work on the interesting and hard research problem, to see the real application of state-of-the-art research into practice.

- Opportunity to work on important problems with big social impact: Massive, and direct impact of the work you do on the lives of students.

- An intellectually invigorating, phenomenal work environment, with massive ownership and growth opportunities.

- Learn effective engineering habits required to build/deploy large production-ready ML applications.

- Ability to do quick iterations and deployments.

- We would be excited to see you publish papers (though certain restrictions do apply).

Website : http://Digitalaristotle.ai


Work Location: - Bangalore