Machine Learning Engineer

A Business Development Executive (BDE) is a key player in a company's growth strategy. BDEs are responsible for identifying and generating new business opportunities, and for building and maintaining relationships with clients. Their responsibilities include: 

• Identifying new business opportunities: Researching markets and trends to find new clients and ways to serve existing clients better 
• Building relationships: Developing long-lasting relationships with clients and key stakeholders 
• Driving revenue growth: Setting sales goals, negotiating deals, and ensuring customer satisfaction 
• Managing the sales process: Owning the sales lifecycle from prospecting to implementation 
• Collaborating with others: Working with senior team members to manage risks, and with the sales team to keep and grow accounts 
• Communicating with clients: Understanding client needs, offering solutions, and providing excellent customer service 
• Preparing presentations: Creating pitches and proposals for clients, and preparing sales displays 
• Managing sales meetings: Conducting virtual and in-person meetings with clients 
• Attending events: Attending conferences and industry events to promote the company 

A developer is responsible for several Java-related duties throughout the software development lifecycle, from concept and design to testing. The developer is required to create user information solutions through the development, implementation, and maintenance of Java-based components and interfaces.

Job Description-

Responsibilities:

* Work on real-world computer vision problems

* Write robust industry-grade algorithms

* Leverage OpenCV, Python and deep learning frameworks to train models.

* Use Deep Learning technologies such as Keras, Tensorflow, PyTorch etc.

* Develop integrations with various in-house or external microservices.

* Must have experience in deployment practices (Kubernetes, Docker, containerization, etc.) and model compression practices

* Research latest technologies and develop proof of concepts (POCs).

* Build and train state-of-the-art deep learning models to solve Computer Vision related problems, including, but not limited to:

* Segmentation

* Object Detection

* Classification

* Objects Tracking

* Visual Style Transfer

* Generative Adversarial Networks

* Work alongside other researchers and engineers to develop and deploy solutions for challenging real-world problems in the area of Computer Vision

* Develop and plan Computer Vision research projects, in the terms of scope of work including formal definition of research objectives and outcomes

* Provide specialized technical / scientific research to support the organization on different projects for existing and new technologies

Skills:

* Object Detection

* Computer Science

* Image Processing

* Computer Vision

* Deep Learning

* Artificial Intelligence (AI)

* Pattern Recognition

* Machine Learning

* Data Science

* Generative Adversarial Networks (GANs)

* Flask

* SQL

Job Responsibilities

• Design machine learning systems
• Research and implement appropriate ML algorithms and tools
• Develop machine learning applications according to requirements
• Select appropriate datasets and data representation methods
• Run machine learning tests and experiments
• Perform statistical analysis and fine-tuning using test results
• Train and retrain systems when necessary

Requirements for the Job

1. Bachelor’s/Master's/PhD in Computer Science, Mathematics, Statistics or equivalent field andmust have a minimum of 2 years of overall experience in tier one colleges 

1. Minimum 1 year of experience working as a Data Scientist in deploying ML at scale in production
2. Experience in machine learning techniques (e.g. NLP, Computer Vision, BERT, LSTM etc..) andframeworks (e.g. TensorFlow, PyTorch, Scikit-learn, etc.)

1. Working knowledge in deployment of Python systems (using Flask, Tensorflow Serving)
2. Previous experience in following areas will be preferred: Natural Language Processing(NLP) - Using LSTM and BERT; chatbots or dialogue systems, machine translation, comprehension of text, text summarization.
3. Computer Vision - Deep Neural Networks/CNNs for object detection and image classification, transfer learning pipeline and object detection/instance segmentation (Mask R-CNN, Yolo, SSD).

§ Experience of developing web based enterprise wide applications in .NET4.5 (C#, ASP.NET), WCF, WPF, AJAX etc

§ Understanding of enterprise application development and deployment.

§ Good understanding OOPS and Design Patterns and experience of tools like Enterprise Architect.

§ Good knowledge of RDBMS design, programming and DBA concepts and experience of working in SQL Server and Oracle databases.

§ Good Design, Coding and Testing skills.

§ Knowledge and exposure to Service Oriented Architecture, Enterprise Service Bus and application Integration (using middleware).

§ Experience of working in electricity utility domain – preferably in EA/AMR/AMI/EMS/IT System Integration/ERP (for Utilities) projects

§ Mobility based software development, GPRS, GSM Knowledge of BI tools implementation.

§ Experience in mobility based applications will be an added advantage.

• Collaborate with the team members to understand the client requirements.

• Advance coding skills in PHP, HTML, CSS, JavaScript and Scripting language desirable.

• Must have experience in working on frameworks such as Laravel, CodeIgniter.

• Write clean and well-structured codes.

• Produce detailed technical product descriptions.

• Troubleshoot, test and maintain the core product software along with the databases to ensure strong functionality and optimization.

• Contribute to all the software development phases.

• Follow the industry’s best practices for writing clean code.

• Develop and deploy the latest features that facilitate the relevant tools and procedures if required.

• Improve the code-base of our products in a significant manner

Educational Qualifications:

• /MCA /B.Sc.

Software Knowledge Requirements:

• Experience in technologies like PHP (Code Ignitor or Laravel frameworks), Flutter, Java, HTML, CSS, Java Script, Node JS, Python, Rest API, XML/JSON
• Experience in WP CMS framework, Divi Page builder
• Build and Manage Cloud and non-Cloud hosting platforms
• Scheduling Backing up and restoration of Web sites and Domains
• Understanding in Cron job scheduling

Requirements:

• Have experience or self-read knowledge of Agile development methodology
• 1-4 years Website development, CMS framework management and designing
• Development experience on CMS frameworks and worked on Divi page builders and themes, predominantly on WordPress and WooCommerce
• Backend supporting mobile application team for Rest API creations and JSON
• Good in logical reasoning and creative thinking

Responsibilities:

• Prepare project timeline and effort estimations on-demand
• Take ownership of maintaining the delivery timelines of the project team
• Meet delivery timelines and own client communication for the handling projects
• Manage the project people and drive the team with enthusiasm
• Proven track on continuous learning and problem-solving capability and solution finding skill