11+ Predictive modelling Jobs in Hyderabad | Predictive modelling Job openings in Hyderabad

At Livello we building machine-learning-based demand forecasting tools as well as computer-vision-based multi-camera product recognition solutions that detects people and products to track the inserted/removed items on shelves based on the hand movement of users. We are building models to determine real-time inventory levels, user behaviour as well as predicting how much of each product needs to be reordered so that the right products are delivered to the right locations at the right time, to fulfil customer demand.

Responsibilities

• Lead the CV and DS Team
• Work in the area of Computer Vision and Machine Learning, with focus on product (primarily food) and people recognition (position, movement, age, gender, DSGVO compliant).
• Your work will include formulation and development of a Machine Learning models to solve the underlying problem.
• You help build our smart supply chain system, keep up to date with the latest algorithmic improvements in forecasting and predictive areas, challenge the status quo
• Statistical data modelling and machine learning research.
• Conceptualize, implement and evaluate algorithmic solutions for supply forecasting, inventory optimization, predicting sales, and automating business processes
• Conduct applied research to model complex dependencies, statistical inference and predictive modelling
• Technological conception, design and implementation of new features
• Quality assurance of the software through planning, creation and execution of tests
• Work with a cross-functional team to define, build, test, and deploy applications

Requirements:

• Master/PHD in Mathematics, Statistics, Engineering, Econometrics, Computer Science or any related fields.
• 3-4 years of experience with computer vision and data science.
• Relevant Data Science experience, deep technical background in applied data science (machine learning algorithms, statistical analysis, predictive modelling, forecasting, Bayesian methods, optimization techniques).
• Experience building production-quality and well-engineered Computer Vision and Data Science products.
• Experience in image processing, algorithms and neural networks.
• Knowledge of the tools, libraries and cloud services for Data Science. Ideally Google Cloud Platform
• Solid Python engineering skills and experience with Python, Tensorflow, Docker
• Cooperative and independent work, analytical mindset, and willingness to take responsibility
• Fluency in English, both written and spoken.

Job Description

Modules: Global HR, Absence Management, Payroll, Talent management, Goals and performance Management.

Skills: functional/configuration skill in both EBS HRMS & Fusion HCM modules

• To design, develop and implement software applications and systems based on users' needs. 
• Understand and analyze the technical specifications and suggest code optimization ideas. 
• Fill timesheets and complete invoicing process on or before the deadline.
• Interact with customers on a need basis and flag any requirements or issues raised by the customer to seniors in the team. 
• Develop software code as per specifications, by understanding customer requirements. 
• Track open tickets/ incidents in the queue and allocate tickets to resources. 
• Constantly review if there is a better way of doing things, which may help with economizing time or money or deliver better to the customer. 
• Adhere to the quality process ¿ update the defect logs, and test scripts, and comply with quality processes and timelines. 
• Perform self-code reviews as per standards. 
• Develop project consolidated status reports and perform all activities related to re-usage, accuracy and efficiency.
• Work alongside others, deliver own goals, and support team members in meeting theirs, thereby contributing to the overall satisfaction of the team. 
• Provide application production support as per process/RACI (Responsible, Accountable, Consulted and Informed) Matrix.

Job Description:      

• Extensive experience in Appian BPM application development
• Knowledge of Appian architecture and its objects best practices
• Participate in analysis, design, and new development of Appian based applications
• Team leadership and provide technical leadership to Scrum teams
• Must be able to multi-task, work in a fast-paced environment and ability to resolve problems faced by team
• Build applications: interfaces, process flows, expressions, data types, sites, integrations,
• Proficient with SQL queries and with accessing data present in DB tables and views
• Experience in Analysis, Designing process models, Records, Reports, SAIL, forms, gateways, smart services, integration services and web services
• Experience working with different Appian Object types, query rules, constant rules and expression rules

 Qualifications 

At least 6 years of experience in Implementing BPM solutions using Appian 19.x or higher

• Over 8 years in Implementing IT solutions using BPM or integration technologies
• Certification Mandatory- L1 and L2 a
• Experience in Scrum/Agile methodologies with Enterprise level application development projects
• Good understanding of database concepts and strong working knowledge any one of the major databases e g Oracle SQL Server MySQL

• Appian BPM application development on version 19.x or higher
• Experience of integrations using web services e g XML REST WSDL SOAP API JDBC JMS
• Good leadership skills and the ability to lead a team of software engineers technically
• Experience working in Agile Scrum teams
• Good Communication skills

Java with cloud

Expert in Machine Learning (ML) & Natural Language Processing (NLP).

Expert in Python, Pytorch and Data Structures.

Experience in ML model life cycle (Data preparation, Model training and Testing and ML Ops).

Strong experience in NLP, NLU and NLU using transformers & deep learning.

Experience in federated learning is a plus

Experience with knowledge graphs and ontology.

Responsible for developing, enhancing, modifying, optimizing and/or maintaining applications, pipelines and codebase in order to enhance the overall solution.

Experience working with scalable, highly-interactive, high-performance systems/projects (ML).

Design, code, test, debug and document programs as well as support activities for the corporate systems architecture.

Working closely with business partners in defining requirements for ML applications and advancements of solution.

Engage in specifications in creating comprehensive technical documents.

Experience / Knowledge in designing enterprise grade system architecture for solving complex problems with a sound understanding of object-oriented programming and Design Patterns.

Experience in Test Driven Development & Agile methodologies.

Good communication skills - client facing environment.

Hunger for learning, self-starter with a drive to technically mentor cohort of developers. 16. Good to have working experience in Knowledge Graph based ML products development; and AWS/GCP based ML services.

The Role

The Project Manager will be responsible for ensuring all projects are delivered using a ‘best-practice’ project delivery approach and are delivered within the agreed scope, time, cost and quality.

Deliver high-quality shippable products as per the scope of the program. He/She will understand the key requirements and scope of the project working with the Product Owner and Business stakeholders.

How You Will Make an Impact:

• Understand how the product works and how it is used by customers.
• Apply strong engineering principles to drive the development and delivery of the Hotfix and minor release. This role has the ultimate responsibility to manage customer satisfaction and team engagement.
• Technically hands-on and support and guide the team members in solutions to customers and driving the best engineering practices for developing software.
• Implement the Agile frameworks in its entirety in the capacity as a flow manager. Ensure the development teams are practicing the core agile principles
• Establish clear ownership for project tasks, ensure that team members have the tools needed and provide timely feedback.
• Report (or contribute in preparing the status report) to the Project Steering Committee as per the schedule and agreed-upon metrics. Track progress and review project tasks to meet project deadlines.
• Assess project issues and identify solutions to meet productivity, quality, and customer goals.
• Timely Interaction with customers on/ off-site to troubleshoot issues, suggests workarounds.
• Should be able to guide/work with the technical team for quicker resolutions and achieve productivity goals for the team.
• Should be able to drive initiatives for productivity and ticket resolution quality improvement.
• Work on providing innovative ideas to improve ticket closure quality.
• Should suggest functionality in the platform to provide ways to improve turn around time for tickets
• Should drive and provide efficient ways for resolution/fixes of common issues across the customers.
• Propose ways to reduce overall tickets, operational efficiencies, and features for product to reduce the support tickets
• Should suggest better implementation for product based on usage on Production
• Should be able to suggest/implement the optimum process for a ticket raised to fix on PROD cycle
• Propose optimum process across departments at interfacing points, do regular ticket analysis and fine-tune the process
• Work on increasing supportability to product, Lead on RED account working with various departments/stakeholders.
• Ensuring Ticket Hygiene with Goal of SLA adherence. Problem and backlog management
• Contribute to knowledge base articles for both customer and internal staff to reduce troubleshooting time and drive faster issue resolution.
• Own large customers for day to day interactions with customers as required. Ensure SLAs are adhered to the accounts
• Ensure successful transition from SE, have regular connection with customers team management and attrition management.

People Management & Recruitment:

• Recruit and manage the team - Coach and Mentor the team members on career growth including performance management discussions. Be the evangelist for a high-performance culture
• Responsible for Resource planning & Optimization driving with utilization to timely deliverables.
• Should engage the team with team building and motivational activities.

What You Bring to the Team:

• 5-7years of solid experience in software product development. Should be in a manager role for at least 4+ years.
• Bachelor’s Degree in IT or Computers Engineering or equivalent degree in Computer Science
• Demonstrated understanding of Project Management processes, strategies and methods
• Experience mentoring, coaching and developing rising talent in the technology department
• Excellent time management and organisational skills and experience establishing guidelines in these areas for others
• Strong sense of personal accountability regarding decision-making and supervising department teams
• Experience working in a high-level collaborative environment and promoting a teamwork mentality 
• Managerial experience applying analytical thinking and problem-solving skills
• Ability to predict challenges and seek to proactively head-off obstacles 
• SCRUM, APM and other agile certificates will be nice to have

Technical Ability:

• Should have experience in transitioning projects (Development and Maintenance).
• Past experience in Building and Managing high-performance teams.
• Exposure to the SAP Platform
• Strong Working Experience in JIRA
• Should have prior development background along with current support role.
• Strong and proven background with experience in Troubleshooting on the Mobile platform
• Knowledge and/or experience with widely successful Agile techniques: Scrum and Kanban.
• Strong orientation towards Technical and functional aspects of the product.
• Strong influencing skills and ability to prioritize the backlog.
• Understanding of customer support processes and tools.

Full Stack Developer at Roarke will be responsible for building scalable software applications and is comfortable around both front-end and back-end coding languages, development frameworks, and third-party libraries.  He/she is responsible for developing and designing front end web architecture, ensuring the responsiveness of applications, and working alongside graphic designers for application design features, among other duties

Responsibilities:

• Interface with technical team to determine reporting requirements of a given project
• Developing front-end website architecture.
• Designing user interactions on web pages.
• Developing back-end website applications.
• Creating servers and databases for functionality.
• Ensuring cross-platform optimization for mobile phones.
• Ensuring responsiveness of applications.
• Working alongside graphic designers for web design features.
• Seeing through a project from conception to finished product.
• Designing and developing APIs.
• Meeting both technical and consumer needs.
• Staying abreast of developments in web applications and programming languages.

Required Skills:

• Knowledge of essential front-end technologies like HTML, CSS, JavaScript
• At least one server-side programming language like Java, Python, PHP, Ruby, etc.
• Database management and caching mechanism
• Server and configuration management
• Version control systems like GitHub, GitLab, BeanStalk
• Basic UI/UX design
• Project management skills
• Security awareness
• The agile development approach to carry out the vision with multidisciplinary tasks without any hurry or disturbance.
• Generate an MVP (minimum viable product)
• Problem Solving Skills for you will be expected to be the go-to person during any technical difficulty while creating an application.

Desired Skills:

• Good communication and problem-solving skills.
• Project management skills.
• Problem-solving skills
• Focus on customer satisfaction

Required Experience:

• >4 years’ experience developing mobile and web applications

Required Education:

• A Bachelor’s degree in Computer Science or a related field

Role: Senior UI Developer 

We are looking for talented front-end developers who can help us in enabling our users and to deliver excellent experiences to end users. The role of a front-end developer in our teams is crucial in realizing our design ideas. We are looking for developers who can contribute in building the best-in-class digital experiences through the right use of frameworks, technologies and code.

Design and Develop web applications using front-end technologies like Angular 8+, Typescript, CSS, JS, HTML and many more.

Implement applications that have high standards of quality and the best of the performance. The candidate primary focus will be to implement a complete user interface desktop web app, with a focus on performance. Translate UX / UI designs from our design teams into high quality code without any loss in translation Design and implement optimized components, modules and applications using best practices of front- end development and clean coding standards. Work closely with backend 

development teams on API design and integration.

Experience and Qualification:

• 3 years of experience in front-end development of web applications. 
• Frameworks: Angular 8+, Typescript, CSS, JS, HTML 
• Experience in react js, jQuery and backend stacks will be an advantage
• B. Tech

Responsibilities:

• Delivering a complete front-end application
• Coordinating the workflow between the graphic designer, the HTML coder, and yourself
• Cooperating with the back-end developer in the process of building the RESTful API
• Communicating with external web services

Key Skills:

• Strong proficiency in Angular 8+, Typescript, JavaScript.
• Strong skills in HTML, CSS and any other CSS Frameworks.
• Thorough understanding of any front-end frameworks like React, Angular or any other along with its core principles
• Experience with data structure libraries, state managements, functional / reactive programming.
• Familiarity with newer specifications of ES6.
• Experience with RESTful APIs integration
• Knowledge of modern authorization mechanisms, such as JSON Web Token
• Familiarity with modern front-end build pipelines and tools
• Experience with common front-end development tools such as Babel, Webpack, NPM, etc.