Machine Learning (ML)
Deep Learning------------------------
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?
---------------------------------
* 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?
--------------------------
* 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.
Subodh Popalwar
Software Engineer, Memorres
About DeepAffects
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Spring Boot
Amazon Web Services (AWS)About NonStop io Technologies:
NonStop io Technologies is a value-driven company with a strong focus on process-oriented software engineering. We specialize in Product Development and have a decade's worth of experience in building web and mobile applications across various domains. NonStop io Technologies follows core principles that guide its operations and believes in staying invested in a product's vision for the long term. We are a small but proud group of individuals who believe in the 'givers gain' philosophy and strive to provide value in order to seek value. We are committed to and specialize in building cutting-edge technology products and serving as trusted technology partners for startups and enterprises. We pride ourselves on fostering innovation, learning, and community engagement. Join us to work on impactful projects in a collaborative and vibrant environment.
Brief Description:
NonStop io is seeking a proficient Java Developer in an Architect role. As a Java Developer - Architect, you will play a pivotal role in designing and implementing robust, scalable, and innovative software solutions. You will collaborate closely with cross-functional teams to shape architecture strategies, ensure high performance, and lead complex technical challenges to successful resolution. You will also be responsible for leading and mentoring other members of the front-end development team.
Responsibilities:
● Architect and Design: Lead the design and development of scalable, high-performance Java-based applications.
● Technology Strategy: Drive technical decisions and create architectural blueprints for projects.
● Code Quality: Ensure code quality through code reviews, adherence to best practices, and continuous improvement.
● Mentorship: Guide and mentor team members, fostering growth and innovation.
● Collaboration: Work closely with stakeholders to align technical goals with business objectives.
● Problem-Solving: Analyze and resolve technical challenges promptly. ● Innovation: Stay updated with the latest technology trends and integrate them into solutions.
Qualifications & Skills:
● Strong expertise in Java, Spring Framework (Spring Boot, Spring Cloud), and Hibernate/JPA
● Experience with microservices architecture and distributed systems ● Proficiency in database design (SQL and NoSQL)
● Knowledge of cloud platforms (AWS, Azure, or GCP) and CI/CD pipelines
● Deep understanding of design patterns, data structures, and algorithms
● Hands-on experience with containerization technologies like Docker and orchestration tools like Kubernetes
● Exceptional communication and leadership skills
● Strong understanding of object-oriented programming principles and design patterns
● Familiarity with automated testing frameworks and methodologies
● Excellent problem-solving skills and attention to detail
● Strong communication skills and ability to effectively lead and maintain a collaborative team environment
Jenkins
Docker
KubernetesAmazon Web Services (AWS)- 3 - 6 years of software development, and operations experience deploying and maintaining multi-tiered infrastructure and applications at scale.
- Design cloud infrastructure that is secure, scalable, and highly available on AWS
- Experience managing any distributed NoSQL system (Kafka/Cassandra/etc.)
- Experience with Containers, Microservices, deployment and service orchestration using Kubernetes, EKS (preferred), AKS or GKE.
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- Experience and a deep understanding of Kubernetes.
- Experience in Continuous Integration and Delivery.
- Work collaboratively with software engineers to define infrastructure and deployment requirements
- Provision, configure and maintain AWS cloud infrastructure
- Ensure configuration and compliance with configuration management tools
- Administer and troubleshoot Linux-based systems
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- AWS
- Docker
- Kubernetes
- Envoy
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- Jenkins
- Cloud Security & SIEM stacks
- Terraform
We are looking for a Backend Developer to join our new team over a WFH role to join immediately.
We have an exciting opportunity on our team for a strong member with exceptional development skills in the field of Backend and Cloud Computing. The primary responsibility of the Software Researcher / Engineer is to develop and improve the backend. The candidate must have a deep understanding of AI model deployment with scalability and proper knowledge of cloud services (GCP, AWS). Additional knowledge on REST Api, socket programming and live streaming is preferred. Qualified candidates will be driven self-starters, robust thinkers, strong collaborators, and adept at operating in a highly dynamic environment. We look for colleagues who are passionate about our product and embody our start-up values.
Responsibilities and Duties
Responsibilities
Knowledge of WSGI, ASGI server development.
Experienced with
Deep understanding of Django, Flask, HTML rendering, Javascripts, Angular.
Dynamic and interactive web application development.
Pytorch and Tensorflow based model deployment and maintain scalability.
Exposure to live streaming and socket programming.
Understanding of Database Management.
Load balancing and queuing services on Cloud Instances.
API testing and deployment services.
Deployment and maintenance of Cloud services (GCP, AWS).
Working with edge devices.
Qualifications and Skills
Minimum Qualifications
2+ years of Full-Time (not internships or side projects) working experience in Backend Development targeted to product development.
Experience with video streaming via rtsp and ffmpeg is a must.
Experience leading engineering teams from first-concept to ship.
Computer vision algorithms on cloud: Research, architect, and implement high-performance computer vision software in the cloud with state-of-the-art capabilities.
Experience working with OpenCV.
Knowledge software optimization and embedded programming is a plus
Preferred Qualifications:
Experience in scalable cloud infrastructure development with AWS or GCP.
Experience in Edge infrastructure deployment
Education
B.Tech or MS in Computer Science or Electrical Engineering (with a minimum of 2+ years of relevant experience). Or B.tech with a strong product background.
- Project Management.
- Responsible for the delivery of a set of projects/ operations for a single large account or multiple accounts.
- Takes ownership of logistics and resource needs during start-up and growth of an account.
- Defines and implements transition strategy when taking over from other suppliers.
- Leads account steering committee meetings.
- Leads task forces to complete SBU-level initiatives.
- Leads account growth and sustenance through pre-sales support and constant engagement with customers in collaboration with other service lines.
- Creates teaming agreements/ sub - contracts to forge alliances/ partnerships for account growth/ sustenance.
- Conducts structured review of projects and audits projects (for process compliance) and fixes the gaps with corrective actions.
- Benchmarks against industry best practices and drives/manage change within the delivery structure, processes/ operations accordingly.
- Drives innovations to improve customer service at the account level.
Requirements
- Looking for Strong Experience in Enterprise Learning and Corporate Learning Projects
- Strong Experience in End to End Project Management Lifecycle
- Excellent Project Management Skills - Project Estimations, Project Metrics, Meeting Deadlines, Project Reporting
- Strong in Project Planning,Project Monitoring and Followup, Project Proposals and Client Follow-Ups,
Mindshire Consulting, a high-tech headhunting and recruitment studio having clientele with major Quant Trading, Investment Banks and Hedge Funds has its presence across the globe - USA, UK, Singapore, and India. We serve our stakeholders by incorporating a wide range of factors into our process including growth strategies, costs, market intelligence and get them the "perfect-fit" as per their requirements. We have networked with financial services and fintech companies, including some of the Fortune 500 companies, and now due to continued growth we are building our Indian Team.
The ideal candidate will lead our division of colleagues to generate and engage with potential clients, to build new revenue strands. This candidate will be proactive in approach and possess strong communication skills. They should be able to think critically when making plans and have a demonstrated ability to execute customer growth strategy.
Responsibilities :
- Identify partnership opportunities and guide our client execution plan for a specific region
- Develop new relationships in an effort to grow business and help our company expand it's footprint
- Hire, develop and retain a team of people to execute our plans
- Manage end to end recruitment and close client roles with good TAT
Qualifications :
- Prior industry related experience in staffing and/or recruiting
- Strong communication and interpersonal skills
- Proven knowledge and execution of successful development strategies
- Track record of enabling colleagues to reach their potential
- Focused and goal-oriented
- Experience working with Clients in Financial Services space is a plus
Call Reception and Ticket Logging: Responsible for:
- Ensuring calls are answered professionally
- Ensuring that the relevant information is collected from a customer
- Ensuring that the correct level of priority is agreed with the customer
- Ensuring that the ticket is assigned to the correct engineer
- Ensuring that the engineer is aware that there is a new ticket assigned to their queue
SLA Management: Responsible for: - Ensuring that appropriate attention is paid to P1s
- TPMs engaged immediately for engineer dispatch to the site where applicable
- The customer is forwarded to an engineer for a possible remote fix
- Ensuring that all tickets are managed in line with SLAs
Jeopardy Management: Responsible for: - Ensuring that the ticket is managed in line with Company’s jeopardy management process
Escalation Management: Responsible for: - Ensuring that the ticket is escalated appropriately in line with Company’s escalation process
- Provide 1st line escalation to customers and channels (referring to Jeopardy and Escalation Manager)
- Provide 1st line escalation into TPM (referring to Jeopardy and Escalation Manager)
- Responsible for advising Service Centre Manager of any missing information in the knowledge database
Communication Responsible for: - Customer Communication
- Ensuring that the customer is updated regularly throughout the duration of the ticket
- Ensuring the quality of ticket input is of a high standard
- Ensuring that key internal contacts are advised of any issues
- Responsible for reading, understanding, and complying with Company’s Information Security policies.
FORMAL EDUCATION AND TRAINING
- Educated to an A-level minimum, with higher education qualification (degree or equivalent preferred). Alternatively, relevant and proven Industry experience would be accepted
- Industry or relevant business qualifications and accreditations would be desirable
- Proficiency involved in working in the service industry, with particular emphasis placed on customer focus issues.
- Ability to form close working relationships with the customer community, sub-contractors
- Excellent client-facing communications skills
- A Self-motivated team player with excellent interpersonal skills
- An outgoing individual willing to participate as part of a small and flexible team
- in European languages would be an advantage
- ITIL Foundation / ITIL v3 Foundation
- Overall telecommunications knowledge with an appreciation of the Nortel / Avaya / Genesys / AWS Product Sets
Key Competencies
- Customer Focused
- Relationship Building and Maintenance
- Decision-Making Ability
- Inspiring Communicator
- Initiating Action
- Personal Responsibility
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PHP 7.x, MySQL 5.x
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Must have experience of 5+ years with core OOP
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Must have experience in MVC framework Laravel ( Must ) , CakePHP (2/3), CodeIgnitor, deep understanding of MVC architectures etc.
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jQuery, BootStrap, JavaScript, CSS3, HTML5, AngularJS.
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Must have Version Control knowledge of Git (preferred), SVN.
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Must be good in scalable programmng and coding PSR standards.
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Ability to handle work independently.
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Ability to work with large database, can create database and optimize.
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Able to communicate easily with iOS and Andriod teams.
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Can solve technical issues and have strong debugging skill.
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Ability to build strong architecture and analytical skills.
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Know SDLC and Agile development methodology.
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Can use latest collaboration tools like Jira, BitBucket, Confluence.
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Must have developed on SaaS base web applications and enterprise applications.
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Must be knowing about current technology trends.
Python
NodeJS (Node.js)
PostgreSQLIdeal candidate must have :
- 2+ years of experience in writing code
- Ability to meet tight deadlines
- Can work independently and be a team contributor
- Must have good knowledge of Node, Python and Scripting languages
- Experience in one or more of RDBMS - PostgreSQL, MySQL or Oracle
- Experience with NoSQL and real-time DB - Firebase/Firestore or MongoDB
- Must be able to write concise and high-quality API
- Must be a quick learner, curious and ambitious
Python
Django
FlaskAmazon Web Services (AWS)
MongoDBWhy join the navy when you can be the pirate?
Get onboard this ship & let's make KYC and onboarding easier than ever!
We want to ensure that our tech is successfully consumed by end users easily.
We are looking forward to work with you.
We would love to have you for the following reasons :
- Strong hold in python based backends such as Flask & Django
- Knowledge of backend principles, patterns, and best practices
- Aware of the open-source ecosystem and the libraries available.
- Proficient understanding of Git
- Must have written Unit, Integration and UI Test Cases
- Understanding of Cloud hosting (AWS,Azure) principles and interface guidelines
- Experience in working with distrubuted data using REST APIs, JSON and other technologies
- Potential interns with experience in containers will hold an advantage.
- Experience in Kafka & ELK will be an advantage.
- Experience of 1-2 years.
Follow CutshortSubodh Popalwar
Software Engineer, Memorres