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
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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About the job
DRONES - Engineers, developers - HARDWARE, SOFTWARE, AND DESIGN
Preferred experience - 1 - 5 years
You would be part of:
- Designing/Improvement of new/existing architectures of distributed computing with subcomponents of Unmanned Aerial Systems (UAS).
- Working/Researching with industrial state of the art sensor systems and modules, and developing drivers (HAL or wrapper) and applications around their usage.
- Design and implementation of communication protocols between different subcomponents of UAS for distributed computing.
- Writing Applications and Drivers from the scratch for (embedded)linux based systems.
- Scripting and automations around work flows of UAS usage.
- Working with existing sophisticated software stacks of subcomponents of UASs.
- Working closely with electronics, design and systems teams for architecture development and deployment.
- Working closely with Flight Controller engineers to do collaborative development of UAVs.
We expect you to be:
- Experienced in hands-on development of complex embedded systems involving multiple microcontrollers or SoCs.
- Very good in analytical abilities to be able to do core research and development activities.
- Able to write low level drivers (wrapper or core) from the scratch.
- Very comfortable reading and understanding datasheets and reference manuals of microcontrollers, peripherals, sensors etc.
- Able to understand existing complex embedded software stack written in C/C++.
- Solid in C.
- Good in C++.
- Comfortable with using hardware debuggers.
- Having Hands-On experience with RTOS concepts like scheduling, threads synchronicity , race conditions etc.
- Having Solid understanding of interrupt mechanisms.
- Experienced in working with different hardware protocols like SPI, I2C, UART, PWM, CAN, USB etc.
- Having Solid understanding of interrupts architecture of ARM based microcontrollers like STM32, LPC etc.
- Having Good understanding of the concept of bootloaders.
- Able to multitask.
- A self-motivated and motivating personality who can work well independently as well as part of a team
- Having good interpersonal and soft skills who can adapt to the work environment while manifesting a good positive attitude
You are awesome if you are:
- Experienced in Linux Device Driver development.
- Having good exposure of working on and understanding of any sensor modules like GPS, LIDAR etc.
- Experienced in data filtering techniques (Example: Kalman filter)
- Knowledge in ML/AI
- capabilities in understanding various drone sectors and adoption
DESIGN : AV/Drone design engineer
Basic Qualifications (Required Skills/Experience):
- Diploma, Bachelor Or Master degree in Mechanical, Aerospace, Aeronautical, Civil disciplines
- Fresher graduates shall be considered for this position based on skillsets and Merit
- 0-5 Years of relevant Work experience.
- Knowledge of structural design, mechanical design, material properties, awareness of Industry standards for structural and mechanical systems design.
- Knowledge of CAD Tools (CATIA, Solid work, Creo, Unigraphics /NX) for Modeling, Drafting & Model Based Definition is essential.
- Able to work under guidance with positive attitude and highest ethics.
Preferred Qualifications (Desired Skills/Experience):
- Good knowledge of New Product development process.
- Knowledge of basics of stress analysis.
- Basic understanding of aircraft and UAV/Drone.
Roles and Responsibilities
1) Understand client requirements and functionalities.
2) Write well-designed, testable, efficient code.
3) Responsible for solving complex technical issues.
4) Ensure quality projects are delivered within defined timelines.
5) Active involvement in client communication to understand functional requirements.
6) Maintain high standards of quality for code, documentation and other deliverables.
Required Skills
1) Good experience in Angular/React
2) Hand on Node.JS./Express JS
3) Database : MongoDB
4) Experience in Java Script, Typescript.
5) Experience working in an Agile environment.
6) Good communication skills.
Responsibilities
Perform a mix of maintenance, enhancements, and new development as required
Work in a data analyst role and with business intelligence applications
Document features, technical specifications & infrastructure Responsibilities
Work cross-functionally to convert business needs into technical specifications
Qualifications
0-1 years of experience in web development and software design
Expertise in front-end technologies (HTML, JavaScript, CSS), PHP frameworks (Laravel), and MySQL databases