Roles and Responsibilities
- Managing available resources such as hardware, data, and personnel so that deadlines are met.
- Analyzing the ML and Deep Learning algorithms that could be used to solve a given problem and ranking them by their success probabilities
- Exploring data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
- Defining validation framework and establish a process to ensure acceptable data quality criteria are met
- Supervising the data acquisition and partnership roadmaps to create stronger product for our customers.
- Defining feature engineering process to ensure usage of meaningful features given the business constraints which may vary by market
- Device self-learning strategies through analysis of errors from the models
- Understand business issues and context, devise a framework for solving unstructured problems and articulate clear and actionable solutions underpinned by analytics.
- Manage multiple projects simultaneously while demonstrating business leadership to collaborate & coordinate with different functions to deliver the solutions in a timely, efficient and effective manner.
- Manage project resources optimally to deliver projects on time; drive innovation using residual resources to create strong solution pipeline; provide direction, coaching & training, feedbacks to project team members to enhance performance, support development and encourage value aligned behaviour of the project team members; Provide inputs for periodic performance appraisal of project team members.
Preferred Technical & Professional expertise
- Undergraduate Degree in Computer Science / Engineering / Mathematics / Statistics / economics or other quantitative fields
- At least 2+ years of experience of managing Data Science projects with specializations in Machine Learning
- In-depth knowledge of cloud analytics tools.
- Able to drive Python Code optimization; ability review codes and provide inputs to improve the quality of codes
- Ability to evaluate hardware selection for running ML models for optimal performance
- Up to date with Python libraries and versions for machine learning; Extensive hands-on experience with Regressors; Experience working with data pipelines.
- Deep knowledge of math, probability, statistics and algorithms; Working knowledge of Supervised Learning, Adversarial Learning and Unsupervised learning
- Deep analytical thinking with excellent problem-solving abilities
- Strong verbal and written communication skills with a proven ability to work with all levels of management; effective interpersonal and influencing skills.
- Ability to manage a project team through effectively allocation of tasks, anticipating risks and setting realistic timelines for managing the expectations of key stakeholders
- Strong organizational skills and an ability to balance and handle multiple concurrent tasks and/or issues simultaneously.
- Ensure that the project team understand and abide by compliance framework for policies, data, systems etc. as per group, region and local standards
About Data Sutram
About
Data Sutram was founded in 2018 by a team of experienced professionals with a passion for technology and a vision to revolutionize the way businesses use location data.
Data Sutram's product is designed to provide businesses with real-time insights into consumer behavior, market trends, and competitor analysis. The platform uses advanced AI algorithms to analyze location data from various sources, including mobile devices, social media, and IoT devices. The data is then processed and presented in an easy-to-understand format, allowing businesses to make data-driven decisions quickly and efficiently.
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- University degree in Electrical/Electronic engineering
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- Good experience on developing safety concept to detect sensor, actuator, motor and inverter control function
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Project Overview: We are looking for expert level Postgres database developer to work on a software application development project for a fortune 500 US based telecom client. The application is web based and used across multiple teams to support their business processes. The developer will be responsible for developing various components of the Postgres database and for light administration of the database.
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Professional Attributes: Should have the ability to work independently and seek guidance as and when necessary - Should have good communication skills - Flexible working in different time zones if necessary - Good team player - Mentoring juniors
Experience preferred:
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Job description
- Design and implement social media strategy to align with business goals
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Required Candidate profile
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- 6-9 years of strong development skills in Java JDK 1.8 or above.
- Experience in developing micro services in Spring Boot or Node.js.
- Experience in security, transaction, Idempotency, log tracing, distributed caching, monitoring and containerization requirements of Micro services
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Additional Information
- Gender-Neutral Policy
- 18 paid holidays throughout the year for NCR/BLR (22 For Mumbai)
- Generous parental leave and new parent transition program
- Flexible work arrangements
- Employee Assistance Programs to help you in wellness and well being
- AWS: EC2, Lambda, RDS, Elasticsearch, Elasticache, S3, SQS, Kinesis
- JavaScript (Node 10), Typescript
- MySQL, DynamoDB
- Docker
- GitHub
- Jira
- Strong experience in Node
- Familiarity with implementing middleware, custom routing, and proxies
- Optimize applications for maximum speed, scalability, and security
- Drive the development of Node-based API services, using serverless methodologies and decoupled architectures
- Participate in the development of lambda based services and create next-generation solutions using the latest frameworks and tools
- Maintain and build custom microservices to power enterprise Content Management System
- Mentor other developers on our team
- Work directly with other Business Units and participate in project planning
- Experience in defining new architectures, design all layers of the solution, create architectural blueprints that can be used for final code development.
- Interface with client business/technical teams to understand complex requirements.
- Anticipate on technological evolutions(example use MySQL Lite not MS SQL, use C# not ASP, don't use JSF use Angular).
- Resolve technical issues.
- Bridge between Developers, Project Managers/Leads, and Client, ensuring smooth communication channel.
- Ensure quality of project implementation deployed.
- Provide technical guidance to projects/programs for complex components of a multiple technology suites.
- Ensuring documentation of the complete project architecture.
- Lead actions to determine root cause of problems and drive resolution.
- Participate in cross-functional work groups to assess business needs, develop a systems architecture strategy, and implementation plans.
- Leads work groups that are responsible for software development.
- Ensure that all components of the technical architecture are properly integrated and implemented by the development team.
- Coach the technical team in the development of the technical architecture and help them solve challenging technical problems
- Provide technical support and technical quality control throughout all stages of the project.
- Spearheads the development, implementation and communications of architecture roadmap strategies to ensure that systems are scalable, reliable, secure, supportable, and achieve.
- Identify existing architecture weaknesses and find opportunities for process reengineering and perform cost benefit analysis
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- Identify high-potential team members for next level positions and creating learning and development plans for them.
- Enable strong process in place and reducing dependencies on individual.
Technical Skills and Qualification
- Excellent knowledge of Web technologies, Java, Javascript, Contact center environment.
- Experience of current technologies including Open Source, J2EE (JSP, Servlet, JSP, etc.), web application development, web services (REST/SOAP/XML), Rich Internet Applications, messaging infrastructures and databases.
- Adaptability and willingness to learn new tools and applications.
- Should be comfortable for 40%-60% coding.
- Able to convert requirements into executable code
- 9 to 12 yrs experience
- Qualification: BE/B-Tech /MCA or any equivalent degree
Desirables
- Excellent written and verbal communication skill
- Ability to lead discussions with all levels of the organization and provide balanced information of an idea or communication of an issue regardless of written or verbal
- Demonstrated ability to work collaboratively across project teams.
- Having Analytical and problem-solving
- Ability to translate complex requirements into functional and Technical architecture
- Experience managing the technology aspect of multiple complex projects
- Ability to think ahead and anticipate problems, issues and solutions and Assist team members in complex task
- Willing to take ownership and being accountable.
- Openness, communicates honestly, openly, and consistently.
- Positive Attitude encourages a positive rather than negative viewpoint.
- Integrity maintains the highest standard of personal conduct in performing all duties.
- Should be a good listener.
- Dependable, can be relied upon to get the job done.
- Able to avoid mistakes that could/should be anticipated.
- Should be able sense and grab the opportunities to innovate and improvise.
- Very high competence in presentation skills.
- Negotiator: Excellent negotiation skills which comes handy in hard selling new ideas/ new technical implementations etc.
- Risk Management: Should be able to take calculated risks in trying out new technical implementation avenues
- Able to communicate the org level vision to the team effectively
Essential duties and responsibilities include the following. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.
- Lead a software development project and manage software development from inception to delivery.
- Be both a highly technical hands-on coder and effective at mentorship.
- Coach and mentor team members for skill development and experience.
- Establish goals and objectives for the team that aligns with the overall roadmap and delivery schedules.
- Works to increase team efficiency and effectiveness in order to achieve long term goals.
- Participates in hiring of new team members.
- Performs any HR related tasks.
- Analyze performance and develop improvements to performance of web application.
- Perform upgrades to 3rd party libraries and tools used by the web application.
- Implement new web application software features and products following best practices such as authoring of unit tests, writing maintainable code, applying established patterns and algorithms.
- Specialize in client or server-side web application development as a member of a project team. Preference for familiarity with the full technical stack.
- Develop software to support internal initiatives, tools, update framework and application functionality.
- Work as part of an Agile SCRUM team in the planning, scoping, estimation and execution of technical solutions.
- Work within a wide range of new and legacy code and technologies in a mature codebase • Other duties as assigned.
Qualifications
To be considered for and to perform this job successfully, an individual must be able to perform each essential duty and responsibility satisfactorily. The requirements listed below are representative of the knowledge, skill and/or ability required.
Qualifications include:
- 7+ years for experience in developing highly scalable, reliable, secure web applications.
- Experience with Javascript (preferably TypeScript), Node.js and React.js.
- Experience or willingness with developing serverless architecture.
- Experience designing data persistence and caching concepts using both SQL and NoSQL DBMS (MySQL, DynamoDB, Redis, etc.)
- Experience testing software in alignment with the Test Pyramid.
- Strong CS fundamentals including familiarity with data structures and especially the asynchronous challenges that face JavaScript developers today.
- Experience owning the responsibility for delivering frontend and backend work as well as coordinating with QA, Design, and PM.
- Willingness to accept responsibility not only for your own work but the work of the team as a whole.
- Excellent communication skills, both verbal and written.
- Enjoy being part of a highly collaborative, remote-friendly environment.
- One year of experience using AWS services, such as Lambda, SES, SQS, EC2, RDS, ELB’s and have knowledge of VPC’s (AWS and/or RightScale knowledge a plus.
- 1years of experience in product or SaaS development.
- Experience with modern front-end frameworks.