11+ Speech recognition Jobs in Mumbai | Speech recognition Job openings in Mumbai
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Solve problems in speech and NLP domain using advanced Deep learning and Machine Learning techniques. Few examples of the problems are -
* Limited resource Speaker Diarization on mono-channel recordings in noisy environment.
* Speech Enhancement to improve accuracy of downstream speech analytics tasks.
* Automated Speech Recognition for accent heavy audio with a noisy background.
* Speech analytic tasks, which include: emotions, empathy, keyword extraction.
* Text analytic tasks, which include: topic modeling, entity and intent extraction, opinion mining, text classification, and sentiment detection on multilingual data.
A typical day at work
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You will work closely with the product team to own a business problem. You will then model the business problem into a Machine Learning problem. Next you will do literature review to identify approaches to solve the problem. Test these approaches, identify the best approach, add your own insights to improve the performance and ship that to production!
What should you know?
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* Solid understanding of Classical Machine Learning and Deep Learning concepts and algorithms.
* Experience with literature review either in academia or industry.
* Proficiency in at least one programming language such as Python, C, C++, Java, etc.
* Proficiency in Machine Learning tools such as TensorFlow, Keras, Caffe, Torch/PyTorch or Theano.
* Advanced degree in Computer Science, Electrical Engineering, Machine Learning, Mathematics, Statistics, Physics, or Computational Linguistics
Why DeepAffects?
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* You’ll learn insanely fast here.
* Esops and competitive compensation.
* Opportunity and encouragement for publishing research at top conferences, paid trips to attend workshop and conferences where you have published.
* Independent work, flexible timings and sense of ownership of your work.
* Mentorship from distinguished researchers and professors.
Position Requirements
• Expert in front-end development using Javascript, CSS, and Java.
• Hands-on experience in Java, J2EE, Hibernate, Springboot.
• Deep knowledge & working experience with Database, JSP, Javascript frameworks.
Technical Skills
• 4 years of experience in the software industry experience.
• Strong self-initiative to strive for both personal & technical excellence.
• Coordinate efforts across the Product development team and Business Analyst team.
• Strong business and data analysis skills.
• Should be strong on coordinating with onshore resources on the development.
LogiNext is looking for a technically savvy and passionate Principle Engineer - Data Science to analyze large amounts of raw information to find patterns that will help improve our company. We will rely on you to build data products to extract valuable business insights.
In this role, you should be highly analytical with a knack for analysis, math and statistics. Critical thinking and problem-solving skills are essential for interpreting data. We also want to see a passion for machine-learning and research.
Your goal will be to help our company analyze trends to make better decisions. Without knowledge of how the software works, data scientists might have difficulty in work. Apart from experience in developing R and Python, they must know modern approaches to software development and their impact. DevOps continuous integration and deployment, experience in cloud computing are everyday skills to manage and process data.
Responsibilities :
Adapting and enhancing machine learning techniques based on physical intuition about the domain Design sampling methodology, prepare data, including data cleaning, univariate analysis, missing value imputation, , identify appropriate analytic and statistical methodology, develop predictive models and document process and results Lead projects both as a principal investigator and project manager, responsible for meeting project requirements on schedule and on budget Coordinate and lead efforts to innovate by deriving insights from heterogeneous sets of data generated by our suite of Aerospace products Support and mentor data scientists Maintain and work with our data pipeline that transfers and processes several terabytes of data using Spark, Scala, Python, Apache Kafka, Pig/Hive & Impala Work directly with application teams/partners (internal clients such as Xbox, Skype, Office) to understand their offerings/domain and help them become successful with data so they can run controlled experiments (a/b testing) Understand the data generated by experiments, and producing actionable, trustworthy conclusions from them Apply data analysis, data mining and data processing to present data clearly and develop experiments (ab testing) Work with development team to build tools for data logging and repeatable data tasks tol accelerate and automate data scientist duties
Requirements:
Bachelor’s or Master’s degree in Computer Science, Math, Physics, Engineering, Statistics or other technical field. PhD preferred 8 to 10 years of experience in data mining, data modeling, and reporting 5+ years of experience working with large data sets or do large scale quantitative analysis Expert SQL scripting required Development experience in one of the following: Scala, Java, Python, Perl, PHP, C++ or C# Experience working with Hadoop, Pig/Hive, Spark, MapReduce Ability to drive projects Basic understanding of statistics – hypothesis testing, p-values, confidence intervals, regression, classification, and optimization are core lingo Analysis - Should be able to perform Exploratory Data Analysis and get actionable insights from the data, with impressive visualization. Modeling - Should be familiar with ML concepts and algorithms; understanding of the internals and pros/cons of models is required. Strong algorithmic problem-solving skills Experience manipulating large data sets through statistical software (ex. R, SAS) or other methods Superior verbal, visual and written communication skills to educate and work with cross functional teams on controlled experiments Experimentation design or A/B testing experience is preferred. Experience in leading a team required.
Responsibilities
- Translate mockups and prototypes into interactive and responsive web applications with modern front-end technology
- Take highly complex information and make it digestible for business users
- Objectively navigate the unknown with effective communication and decision making
- Apply atomic design principles to emerging technologies and frameworks
Eligibility
- Experience in Angular/React, proficiency with JavaScript/TypeScript, HTML, and CSS
- Expert knowledge of responsive web design
- Knowledge of Git, GitHub, GitLab, and/or Bitbucket
- Knowledge of programming patterns, design patterns, and principles
- Have a great sense of design and basic knowledge about interaction design concepts
Roles & Responsibilities
- The role will involve creating and iterating digital products along with the various product teams. No mundane DTP work. The design team is clearly positioned as the voice of the customers.
- Platforms: Mobile and Web
You need to be comfortable in:
- Interacting with real users on a regular basis
- Creatively presenting your case to stakeholders
- Making functional and aesthetic design experiences
- Seeing through the pixel-perfect development of your vision
Ideal Candidate
Along with Design (UX/UI), you need to possess at least 2 of the following skills:
- UX research
- Art and illustration
- Design strategy / Business analysis
- Motion/interaction design
- UX writing
- Front-end development
- Develop product vision and key-value props for owned areas (strategy & roadmap). Drive alignment and excitement, aligning priorities and executing plans. Lead product development by collaborating with cross-functional teams of engineers, designers, business development managers, marketers, and other product leads.
- Manage all aspects of the product lifecycle, including problem definition, product strategy/roadmap, roadmap execution, customer needs, designs, product requirement documents
- Ensure accountability with Engineering (Internal/Vendor) on strict adherence to timelines & processes.
- Lead connection of technical and business worlds by breaking down complex problems into a roadmap and steps that drive product development.
- Understand markets, competition, and products in-depth to create clarity and drive the right set of requirements and specifications.
- Anticipate customers’ needs and market opportunities to drive improvements. Show empathy for customers, be sensitive to their needs and drive the feature team to deliver a great customer experience. Research and user test prototypes to maximise user satisfaction and performance
- Develop, cultivate and share thought leadership in emerging and trending technology areas.
- Define success criteria and performance metrics and drive telemetry requirements to measure results. Define, monitor, and analyse metrics for launched products and feed feedback into the product development process.
- An obsession with technology - pro-activeness in exploring and understanding the potential of technology and how to convert it to solve innate consumer needs
- Good in data-driven analytical skills and able to operate with partial information and ambiguity.
- Design thinking (UIUX), user empathy and deep understanding of Indian customers
Experience & Skills:
Required:
- 4 to 8 years experience, including product experience, preferably in a fast-paced B2C internet/e-commerce/Edtech company
- B- Tech and MBA or equivalent experience (or equivalent industry experience)
Preferred:
- Track record of exhibiting technical depth and quick ramp-up on new products and technologies
- Ability to assume end-to-end ownership of large features and initiatives
- Proficiency in end-to-end innovation, planning, organizing, and executing.
- Solid written and verbal communication skills
- Self-motivated, can-do attitude and great at dealing with ambiguity
- Experience collaborating and communicating with cross-functional teams
- Experience in identifying, analysing and interpreting data to make data-led product decisions
- Understanding of capturing user insights to create exceptional user experiences
- Excellent focus on attention to detail, with quantitative skills
- Experience in building & leading high-performance teams
- UI/UX skills with an ability to get the best out of designers and recognize great design
Job Summary
We value great design and prioritize it across every single thing we build. As a UI Designer, your primary focus will be to create elegant, on-brand designs.
You will work closely with UX head to create and bring ideas to life.
Responsibilities :
Develop conceptual diagrams, wireframes, detailed visual mockups and prototypes.An innate capacity for creating engaging, highly usable designs and layouts. Ability to quickly turn around rigorous wireframes and mockups in an iterative environment
The ability to manage ambiguity, work autonomously, and multi-task in an agile environment
Effectiveness in working across organizational boundaries to define, manage, and prioritize workA clean sense of design aesthetics, and a natural propensity towards simplification over complicationAn aptitude and honed intuition for tasteful, visual design details What to bring Required Technical and Professional ExpertiseMust have experience in designing customer facing or consumer oriented website or mobile app.Should be excellent at communication, be able to explain ideas clearly.Must be extremely pro-active and self starter.Should be a team player.A strong portfolio demonstrating past work experience and relevant, user-centered design solutions2-4 years experience with Visual & UX designed.
Hands-on experience with latest UX design tools.
Preferred candidate's staying in and around Thane and who can easily travel to Ghodbunder Road Thane.
**Kindly go through our website http://www.lemonyellow.net**" target="_blank">www.lemonyellow.net**
Qualifications and Skills2-4 years experience with Visual & UX designed. Hands-on experience with latest UX design tools.
*Salary package will be depending upon your profile and skills.**Kindly attach your portfolio or link your portfolio in the application.
Also mention Experience:
Location:Thane, Maharashtra (Preferred)
Sportz Interactive (SI) works with its clients and partners to revolutionize the sports fan experience across consumption points by creating best-in-class, kickass products. SI was founded in 2002 as a B2B sports content business. Through the years, it gained immense reputation for its state-of-the-art hosted solutions, digital simulators, match centers and fantasy games. Sportz Interactive has a fantastic reputation in the online sports community, having worked with clients across the globe including the likes of The International Cricket Council, STAR Sports, Yahoo!, AOL, Eurosport, Castrol, Web 18, NDTV, Nimbus, Times of India, Rediff.com and Singtel amongst others.
Sportz Interactive provides in-depth sports information and content and specializes in product development for the web, mobile and other interactive platforms.
http://www.sportzinteractive.net/">www.sportzinteractive.net
Location: Goregaon east, Mumbai
Position Description: 3+ years of experience with mobile application development in Android.
Primary Responsibilities:
- Work closely with the core team for coming up with new features and implementing them
- Work on new products and services
- Provide support to existing applications
- Integrate REST services into mobile applications
Required Skills:
Functional: Kotlin, Retrofit, Room Db, GSON, (Room/SQLite), MVVM, MVP, MVC, Work Manager, Rx java, Dagger 2, Recyclerview, Custom Solutions & Custom Views, GIT & JIRA.
Mandatory Skills
- Passion for sports
- Problem-solving ability
- Ability to work in teams
- Target & Result orientation
- Good communication skills
Proficient with .NET Core development using C#
In-depth knowledge and experience with web development technologies including http://asp.net/" target="_blank">ASP.NET, ADO.net, MVC, HTML, HTML5, XML, JavaScript, JSON, JQUERY/Angular Js, Bootstrap and CSS
In-depth knowledge and experience with distributed application development: Web API, WCF, WF, LINQ, EF
In-depth knowledge and experience with database development including relational database design, SQL(TSQL, SPs, Triggers), and ORM technologies
Skills: Ap.net Core, C#, SQL server, Javascript, and Jquery
Experience: Min 1 year
Location: Andheri, Mumbai