software engineer

Role : AIML Engineer

Location : Madurai

Experience : 5 to 10 Yrs

Mandatory Skills : AIML, Python, SQL, ML Models, PyTorch, Pandas, Docker, AWS

Language: Python

DBs : SQL

Core Libraries:

Time Series & Forecasting: pmdarima, statsmodels, Prophet, GluonTS, NeuralProphet

SOTA ML : ML Models, Boosting & Ensemble models etc.

Explainability : Shap / Lime

Required skills:

• Deep Learning: PyTorch, PyTorch Forecasting,
• Data Processing: Pandas, NumPy, Polars (optional), PySpark
• Hyperparameter Tuning: Optuna, Amazon SageMaker Automatic Model Tuning
• Deployment & MLOps: Batch & Realtime with API endpoints, MLFlow
• Serving: TorchServe, Sagemaker endpoints / batch
• Containerization: Docker
• Orchestration & Pipelines: AWS Step Functions, AWS SageMaker Pipelines

AWS Services:

• SageMaker (Training, Inference, Tuning)
• S3 (Data Storage)
• CloudWatch (Monitoring)
• Lambda (Trigger-based Inference)
• ECR, ECS or Fargate (Container Hosting)

Role overview:

• Must have About 5 - 11 years and at least 3 years relevant experience with Bigdata. 
• Must have Experience in building highly scalable business applications, which involve implementing large complex business flows and dealing with huge amounts of data. 
• Must have experience in Hadoop, Hive, Spark with Scala with good experience in performance tuning and debugging issues.
• Good to have any stream processing Spark/Java Kafka. 
• Must have experience in design and development of Big data projects.
• Good knowledge in Functional programming and OOP concepts, SOLID principles, design patterns for developing scalable applications. 
• Familiarity with build tools like Maven. 
• Must have experience with any RDBMS and at least one SQL database preferably PostgresSQL
• Must have experience writing unit and integration tests using scaliest
• Must have experience using any versioning control system - Git 
• Must have experience with CI / CD pipeline – Jenkins is a plus  
• Basic hands-on experience in one of the cloud provider (AWS/Azure) is a plus
• Databricks Spark certification is a plus.

What would you do here:

As a Software Development Engineer 2 you will be responsible for expanding and optimising our data and data pipeline architecture as well as optimising data flow and collection for cross-functional teams. The ideal candidate is an experienced data pipeline design and data wrangler who enjoys optimising data systems and building them from the ground up. The Data Engineer will lead our software developers on data initiatives and will ensure optimal data delivery architecture is consistent throughout ongoing projects. They must be self-directed and comfortable supporting the data needs of multiple teams, systems and products. The right candidate will be excited by the prospect of optimising or even re-designing our company’s data architecture to support our next generation of products and data initiatives.

Responsibilities:

•Create and maintain optimal data pipeline architecture

•Assemble large complex data sets that meet functional / non-functional business requirements.

•Identify design and implement internal process improvements: automating manual processes optimising data delivery, coordinating to re-design infrastructure for greater scalability etc.

•Work with stakeholders including the Executive Product Data and Design teams to assist with data-related technical issues and support their data infrastructure needs.

•Keep our data separated and secure

•Work with data and analytics experts to strive for greater functionality in our data systems.

- Support PROD systems

Job Description

• Understanding of product landscaping, product benchmarking, product feature prioritization and product development processes are a must in order to be able to create a roadmap and deliver on the same;
• Direct interaction with end customers, OEMs, Channel Partners and Sales Teams in order to understand the business needs and document the voice of the customer for new product features or offerings;
• Improving the product development planning process as and when required in order to boost the product portfolio of the company;
• Create consistent and continuous engagement through the product in order to ensure complete satisfaction;
• Grow customers internally and externally by identifying other areas where the company can add value in a scalable manner;
• Identify new customer needs, create product strategies around the new needs and build scalable product offerings;
• Be able to say “no” to certain feature requests and explain to the stakeholders and help them

understand the reason behind it;

• Create transparent, scalable and easy-to-understand prioritization processes so that the business scales;
• Ensure customers are engaged and develop key product features to measure customer engagement and success which can be monitored and tracked;
• Provide frequent progress reports, both casually and in written format;
• Document decisions, strategy implementation and outputs;
• Present methods and results to peers’ management and customers as necessary

Required qualifications:

We are looking for a smart, adaptable individual with a healthy mix of software product management experience, enterprise software products, product landscaping, great presentation/communication skills, and strong leadership/people management skills and the following qualifications:

• At least 5-6 years of continuous experience in product management at a software product company , IIT and NIT will be a special consideration
• Good understanding of B2B product development and its life cycle.
• Previous experience working in a team and leadership skills;
• Experience in setting targets and milestones and achieving them;
• A problem-solving attitude;
• Ability to communicate effectively and concisely, whether verbally, in writing, or through drawings, presentations and schematics;
• Knowledge of core engineering concepts that will allow road-mapping an enterprise technology product efficiently;
• Ability to innovate, outdo expectations and persevere to benefit the team as a whole;

Individuals who are creative, enterprising and attentive to detail will fit right in with our small, passionate team. We always run-on high energy and enthusiasm and are looking for that fire in the belly! We look forward to meeting you!

Beyond Design is looking for a senior UI designer who is interested in creating trends. Applicants with strong interest in creating user interface applications with pixel perfect look, feel designs and implementation guides are the ones for us. The ideal candidate should have an eye for clean and artful design, possess superior UI skills and be able to translate high-level requirements into interaction flows and artifacts, and transform them into beautiful, intuitive, and functional user interfaces.

You should be excited about research and analysis and also be open-minded with an unquenchable thirst for new approaches and solutions to real-world problems faced by a common man.

Skills needed

• From a brief, produce concepts for layouts and develop these concepts based on feedback given.
• Finish designs to a highly-detailed, professional level.
• Create wireframe specifications (complete with annotation) for developers to implement.
• Work with developers to communicate specs, ensure correct implementation and work through any problems encountered.
• Design web, mobile and tablet friendly applications.
• Visual design definition, direction and execution.
• A designer with a holistic approach to design, who is able to draw on key insights from different parts of an organization.

• Solid knowledge of design theory, especially principles of logo, graphic/ UI design and usability.
• A keen aesthetic sensibility, with an eye for crafting visually appealing designs to high levels of detail.
• Strong interpersonal and communication skills.
• A people person and leader who knows how to get people involved and motivate them to collaborate in design discussions.
• Hands-on knowledge of Adobe Creative Suite (especially Photoshop and Illustrator), CSS and HTML, JavaScript skills.
• A good listener and facilitator who knows how to facilitate constructive design discussions.