Data Scientist

Job Description:

We are seeking a talented Machine Learning Engineer with expertise in software engineering to join our team. As a Machine Learning Engineer, your primary responsibility will be to develop machine learning (ML) solutions that focus on technology process improvements. Specifically, you will be working on projects involving ML & Generative AI solutions for Technology & Data Management Efficiencies such as optimal cloud computing, knowledge bots, Software Code Assistants, Automatic Data Management etc

Responsibilities:

- Collaborate with cross-functional teams to identify opportunities for technology process improvements that can be solved using machine learning and generative AI.

- Define and build innovate ML and Generative AI systems such as AI Assistants for varied SDLC tasks, and improve Data & Infrastructure management etc. 

- Design and develop ML Engineering Solutions, generative AI Applications & Fine-Tuning Large Language Models (LLMs) for above ensuring scalability, efficiency, and maintainability of such solutions.

- Implement prompt engineering techniques to fine-tune and enhance LLMs for better performance and application-specific needs.

- Stay abreast of the latest advancements in the field of Generative AI and actively contribute to the research and development of new ML & Generative AI Solutions.

Requirements:

- A Master's or Ph.D. degree in Computer Science, Statistics, Data Science, or a related field.

- Proven experience working as a Software Engineer, with a focus on ML Engineering and exposure to Generative AI Applications such as chatGPT.

- Strong proficiency in programming languages such as Java, Scala, Python, Google Cloud, Biq Query, Hadoop & Spark etc

- Solid knowledge of software engineering best practices, including version control systems (e.g., Git), code reviews, and testing methodologies.

- Familiarity with large language models (LLMs), prompt engineering techniques, vector DB's, embedding & various fine-tuning techniques.

- Strong communication skills to effectively collaborate and present findings to both technical and non-technical stakeholders.

- Proven ability to adapt and learn new technologies and frameworks quickly.

- A proactive mindset with a passion for continuous learning and research in the field of Generative AI.

If you are a skilled and innovative Data Scientist with a passion for Generative AI, and have a desire to contribute to technology process improvements, we would love to hear from you. Join our team and help shape the future of our AI Driven Technology Solutions.

• Assessing the needs of the customers and employees and developing and conducting training sessions to familiarize and execute the training requirement for the Company, which will help in sustainably grow Straumann business
• Determines training needs and requirements for the Company by meeting with managers, talking with employees and reviews existing training materials available to determine appropriateness and relevance
• Modifies or creates course materials and training manuals to meet specific training needs. Presents in-person and online training sessions
• Schedules training sessions and manages course enrolment and monitors training program and manuals to ensure that they are effective and up-to-date and makes updates as and when necessary
• Works with managers to address learning issues, instruction problems, or new educational needs regarding specific employees or departments
• Manages costs for all programs
• Monitor and report on industry best practices

Key Responsibilities: 

• Rewrite existing APIs in NodeJS. 
• Remodel the APIs into Micro services-based architecture. 
• Implement a caching layer wherever possible. 
• Optimize the API for high performance and scalability. 
• Write unit tests for API Testing.
• Automate the code testing and deployment process.

Skills Required: 

• At least 3 years of experience developing Backends using NodeJS — should be well versed with its asynchronous nature & event loop, and know its quirks and workarounds. 
• Excellent hands-on experience using MySQL or any other SQL Database. 
• Good knowledge of MongoDB or any other NoSQL Database. 
• Good knowledge of Redis, its data types, and their use cases. 
• Experience with graph-based databases like GraphQL and Neo4j. 
• Experience developing and deploying REST APIs. 
• Good knowledge of Unit Testing and available Test Frameworks. 
• Good understanding of advanced JS libraries and frameworks. 
• Experience with Web sockets, Service Workers, and Web Push Notifications. 
• Familiar with NodeJS profiling tools. 
• Proficient understanding of code versioning tools such as Git. 
• Good knowledge of creating and maintaining DevOps infrastructure on cloud platforms. 
• Should be a fast learner and a go-getter — without any fear of trying out new things Preferences. 
• Experience building a large-scale social or location-based app.

Responsibilities:

· Prepare periodic reports, such as summaries and dashboards, for the senior management, that provide Revenue and Resource Utilization pipeline, and present current status on various dimensions such as project management, execution, quality of delivery, process compliance and project profitability.

· Executing various revenue and non-revenue related contracts, and renewing those well in time. Tracking actual v/s the targets on weekly basis, and preparing specific Project wise Profitability Reports.

· Provide inputs on revenue comparison and arriving at a benchmark.

· Report revenue leakage by tracking non-billed hours put in by the resources in each project.

· Reviewing the rates and renewing them based on the inputs received from the manager.

· Collaborate closely with auditors, internal engineering and functional teams to keep the organization ready for audits through proper planning, internal audits and keeping evidences ready, and finally getting the organization audited from external agencies.

· Drive status meeting with the relevant stakeholders, leaders and mangers to check the status of various goals and initiate action through right channel wherever it is needed.

· Participate in Project Retrospective Meetings and record action items, and ensure that they get closed in timely manner.

· Maintain up-to-date documents related to the tasks managed by self.

Essential Skills (Technical):

· Excellent written and oral communication skills.

· Hands on experience in creating procedural documents and reports.

· Sound knowledge of business operations such as revenue, profitability, utilization of resources.

· Exposure to working with Senior Management team, and understanding their vision as well as way of working.

· Hands on experience in tools, such as MS Excel, Power-point, MS Word, Google Sheets, Docs, and One Drive to create various reports, documents and presentations.

· Exposure to document management systems.

Essential Skills (Leadership):

· Self-motivated, and have ability to manage and motivate the teams.

· Ability to drive the function and achieve the goal.

· Sense of ownership.

· Flair for data collection, maintenance and ability to draw conclusions from a maze of data points, and present it in a right way.

· Drive the communication in a positive and result oriented way.

· Getting the support from people not directly reporting and resolving the conflicting goals in a professional way, and work as a mediator wherever required. Great interpersonal skills.

· An eagle’s eye for detail.

· Focus on organization, rather than on any individual, from goals and work perspective.

• 5+ years’ experience in customer focused product management in a technical product, end-to-end implementation and deployment within cloud systems.
• Must have experience in SaaS applications.
• Must have knowledge of Angular 8+, Azure, HTML CSS, JQuery, JavaScript ASP.Net, C#, SQL Server 2012/2014+ etc.
• Should have sound knowledge of Object-Oriented (OOPS) concepts.
• Must have experience in end-to-end product ownership and project management.
• Good experience in Relational Database Management Systems, Database design and Normalization.
• Hands-on experience in design, development, and debugging of systems.
• Object-Oriented Design (OOD) to ensure scalability and maintainability.
• Experience managing multiple clients with strong knowledge of Agile/SCRUM processes.
• Hands-on experience in DevOps and Azure functions.

KEY DUTIES AND RESPONSIBILITIES

·         Working on and at times leading the full software development lifecycle of systems

• Solid technical background with understanding and/or hands-on experience in software development, web technologies.
• Works with the product development team on the validation and verification process.
• Coordinate with the sales team to promote the product. 
• Experience of going through a full product lifecycle, integrating internal and external customer feedback into product requirements, managing change requests, driving prioritization and pre- / post-launch execution.
• Define product tasks and resource requirements.
• Analysis of systems, considering reliability, systems risks and code.
• Create technical and feature roadmaps along with release planning, sprint goals, and grooming of both technical and business functions.
• Manage project conflicts, challenges, and dynamic business requirements to meet expected deliverables.
• Experience in maintaining the document of application functionality.
• Excellent understanding of process management, improvement practices, operation services.
• Strong written and verbal communication skills.

Who Are We

A research-oriented company with expertise in computer vision and artificial intelligence, at its core, Orbo is a comprehensive platform of AI-based visual enhancement stack. This way, companies can find a suitable product as per their need where deep learning powered technology can automatically improve their Imagery.

ORBO's solutions are helping BFSI, beauty and personal care digital transformation and Ecommerce image retouching industries in multiple ways.

WHY US

• Join top AI company
• Grow with your best companions
• Continuous pursuit of excellence, equality, respect
• Competitive compensation and benefits

You'll be a part of the core team and will be working directly with the founders in building and iterating upon the core products that make cameras intelligent and images more informative.

To learn more about how we work, please check out

https://www.orbo.ai/">https://www.orbo.ai/.

We at Orbo are looking for developers who have passion for technology, ability to deploy new and novel technologies in environments that are often low on humans as well as capital. From solving complex algorithm problems, software development engineers also develop complex algorithms to solve real-life crises and are involved in the system design of several applications and thus contributing to their technical architecture. 

• To determine the scope of software development projects.
• Collaborating with the software development team on application design and development.
• Developing software and overseeing the deployment of applications across platforms.
• Performing diagnostic tests and debugging procedures.
• Creating end-user application feedback channels.
• Optimizing software by performing maintenance, updates, and upgrades.
• Documenting processes and maintaining software development records.
• Keeping up to date with C++ standards and advancements in application development.

• Bachelor's degree in computer science, information systems, or similar.
• Strong understanding of OOPs, SDL.

• Problem solving with data structure and algorithms.
• Build tools(make/Cmake/Ninja/Bazel)
• Experience with OS & hardware specific development (SIMD, AVX, AVX2)
• Having knowledge of 3rd Party library integration (OpenCV, Tensorflow, NCNN, TNN, liptorch, Openvino, ONNX runtime)
• Worked with Modern C++ 
• Worked with Linux & Windows
• Experience with multi threading and multi processing 
• Superb analytical and problem-solving skills.
• Excellent collaboration and communication skills.
• Great organizational and time management skills.