The Job logo

What

Where

Staff Computer Vision Data Scientist

ApplyJoin for More Updates

You must Sign In before continuing to the company website to apply.

Job Description Summary

The Staff Data Scientist will work in teams addressing statistical, machine learning and data understanding problems in a commercial technology and consultancy development environment. In this role, you will contribute to the development and deployment of modern machine learning, operational research, semantic analysis, and statistical methods for finding structure in large data sets.

Job Description

Roles and Responsibilities

As a Staff Data Scientist, you will be part of a data science or cross-disciplinary team on commercially-facing development projects, typically involving large, complex data sets. These teams typically include statisticians, computer scientists, software developers, engineers, product managers, and end users, working in concert with partners in GE business units. Potential application areas include remote monitoring and diagnostics across infrastructure and industrial sectors, financial portfolio risk assessment, and operations optimization.

In this role, you will:
• Work with customers to capture data and analytics requirements
• Develop, verify, and validate analytics to address customer needs and opportunities.
• Work alongside software developers and software engineers to translate algorithms into commercially viable products and services.
• Work in technical teams in development, deployment, and application of applied analytics, predictive analytics, and prescriptive analytics.
• Perform exploratory and targeted data analyses using descriptive statistics and other methods.
• Work with data engineers on data quality assessment, data cleansing and data analytics
• Generate reports, annotated code, and other projects artifacts to document, archive, and communicate your work and outcomes.
• Communicate methods, findings, and hypotheses with stakeholders.

Education Qualification

Bachelor's Degree in Computer Science or STEM” Majors (Science, Technology, Engineering and Math) with minimum 6 years of experience in Data Science or Engineering occupation.

Alternatively, a Master’s degree, in Computer Science or STEM” Majors (Science, Technology, Engineering and Math) with minimum 3 years of experience in Data Science or Engineering occupation.

Desired Characteristics

Technical Expertise:
• Demonstrated skill in data management methods
• Demonstrated skill in feature extraction and realtime analytics development and deployment
• Demonstrated skill in prescriptive analytics and analytic prototyping

• Demonstrated skill in Multiview Geometry, Point Cloud Analysis, and 2D image segmentation

Domain Knowledge:
• Demonstrated skill in one or more industry sectors where GE operates
• Demonstrated skill in defining and delivering customer value

• Demonstrated skill in Computer Vision

Leadership:
• Demonstrated skill at working in a team setting
• Demonstrated skill in critical thinking and problem solving methods
• Demonstrated skill in presentation and influencing skills

Personal Attributes:
• Demonstrated awareness of how to succeed in ambiguous circumstances

Additional Information

Relocation Assistance Provided: Yes

Set alert for similar jobsStaff Computer Vision Data Scientist role in Bengaluru, India or Hyderabad, India
GE (General Electric) Logo

Company

GE (General Electric)

Job Posted

a year ago

Job Type

Full-time

WorkMode

On-site

Experience Level

3-7 years

Locations

Bengaluru, Karnataka, India

Hyderabad, Telangana, India

Qualification

Bachelor

Applicants

Be an early applicant

Related Jobs

Meta Logo

Applied Research Scientist, Computer Vision

Meta

New York City, New York, United States

+1 more

Posted: a year ago

Meta is seeking a Research Scientist to join our AI Research Computer Vision Team. We are focused on making progress in AI and applying it to our products. You will help develop innovative models and algorithms for large-scale production tasks. Join us and be part of a globally-based team!

NVIDIA Logo

Computer Vision Engineer

NVIDIA

Bengaluru, Karnataka, India

Posted: a year ago

What you'll be doing: Working in our Tegra Solutions Engineering Business Unit responsible for building and supporting our Computer Vision software, including safety-critical code. Champion API design reviews, documentation, application and algorithm development, and safety-critical processes both through advocacy and personal example Analyse failures and use your problem solving and software troubleshooting skills to resolve issues and tune our safety software. Provide and collect continuous feedback from partners (internal and external customers, SQA and other supporting teams) and support changes to Computer Vision software planning and processes Work with Customers for Requirements Gathering and Architecture definition. Collaborate with hardware, platform software, safety, performance teams   What we need to see: BS/MS (or equivalent experience) in Computer Science, Computer Engineering or Electrical Engineering 3+ years of experience Hands on experience with Image Processing and Computer Vision Algorithms used for Object Detection, Tracking, Localization and Classification and Deep Learning Experience with SIMD programming and writing algorithms optimized for DSP architectures Experience working on middleware like OpenCV Strong programming skills in C/C++ with in-depth knowledge of object oriented development. Experience developing and debugging multithreaded applications & frameworks Excellent OS fundamentals and knowledge of low-level drivers of Linux/QNX Familiarity with source control tools (git, Perforce, etc.). Strong verbal and written communication skills   Ways to stand out from the crowd: Familiar with one or more system safety methodologies and standards (ASPICE, ISO 26262, IEC 61508, ISO/PAS 21448). Knowledge of GPU or parallel computing platforms like CUDA Experience with ARM CPU architecture and hardware considerations (memory controllers, buses, caches, etc.). Experience in Pre-Silicon/Post-Silicon or Board bring up. Knowledge of low level software like Linux/QNX kernel, real time operating systems Flexibility to work and communicate effectively in a multinational, multi-time-zone corporate environment.

PepsiCo Logo

Architect,Data Scientist

PepsiCo

Hyderabad, Telangana, India

Posted: a year ago

Overview This role will lead technical development within Artificial Intelligence/Machine Learning for PBNA Advanced Analytics. This will include design, implement, and maintain digital solutions for PBNA sector. The role is responsible for:   Set up and manage our AI development and facilitate production infrastructure. Help AI product managers and business stakeholders understand the potential and limitations of AI when planning new products. Build data ingest and data transformation infrastructure. Identify transfer learning opportunities and new training datasets. Build AI models from scratch and help product managers and stakeholders understand results. Deploy AI models into production. Create APIs and help business customers put results of your AI models into operations. Keep current of latest AI research relevant to PBNA business domain. Responsibilities Technical subject matter expert for Advanced Analytics and digital solution (AI, ML, Advanced Analytics, NLP)Develop proof-of-concept demos in a SAFe Agile teamIdentify transfer learning opportunities and new training datasets.Build and deploy AI models for PBNAAssess new capabilities within AI/ML, shape business demand to leverage digital capabilities Qualifications Bachelor’s/Masters/ Phd degree in Computer Science, MIS, Business Management, or related field required15+ years proven experience in programming and development projects.  Hands-on experience with software development and system administration At least 10-12 years hands-on programming experience working on enterprise products. Demonstrated proficiency in multiple programming languages with a strong foundation in a statistical platform such as Python, R, SAS, or MatLab.  Experience building AI models in platforms such as Keras, TensorFlow, or Theano. Demonstrated commitment to learning about AI through your own initiatives through courses, books, or side projects. Excellent driveAbility to work in ambiguous situations.  Problem-solving aptitude. Strong communication skills Understand sometimes ambiguous, needs, and translate to clear, aligned requirements Ability to work with virtual teams (remote work locations); lead team of technical resources (employees and contractors) based in multiple locations across geographies Positive attitude.  Participate in ideation and solutioning discussions, driving clarity of complex issues/requirements to build robust solutions

GE (General Electric) Logo

Sr. Software Engineer

GE (General Electric)

Hyderabad, Telangana, India

Posted: a year ago

Job Description Summary Responsible for advanced Power Systems Application software development and successful delivery of assigned functions to meet corporate project/product commitments. The responsibilities include: working with Electric Utilities or ISOs (Independent System Operators) and Transmission and Distribution System Operators on functional software specifications, designing, coding, testing, integration, application tuning and delivery.     Job Description Roles and Responsibilities Act as a Senior member in Software Center of Excellence, representing the face of high-quality design and development practices.  Implement new functionalities in power system application software which includes EMS (Energy Management System), DTS (Dispatcher Training Simulator) or DMS (Distribution Management Systems) and Modeling for EMS/DTS/Oil and Gas and Distribution.  Provide maintenance of power systems application functionality; including code fixes, creating tools for model conversion, documentation, and user interfaces. Collaborate with system/project engineers, frontend developers and Energy Management System (EMS) and Distribution Management System (DMS) application developers to implement solutions that are aligned with product direction.  Consults with other technical leads to ensure that project-related system design guidelines are being followed.  Responsible for writing EMS and/or DMS Functional Software Designs. Provides input to technical lead on schedules and cost estimates. Interfaces with customers on general and specific issues within area of functional expertise. Provides marketing support for proposals and demonstrations to potential customers. Education Qualification Bachelor’s Degree in Electrical Engineering or Masters in Power Systems or in STEM” Majors (Science, Technology, Engineering and Math) plus at least six (6) years development or project delivery experience in related field Desired Characteristics Technical Expertise: Work experience in the power systems area. Excellent programming skills in C++, Java or other related language, as required. Knowledge on Perl, PowerShell and SQL (MSSQL and/or T-SQL) scripting languages. Good understanding of database operation. Excellent knowledge of assigned technical area and a strong understanding of the EMS and DMS software. Delivered power systems and/or energy management system applications with focus on Distribution Network Applications like Power flow, Fault Location, Isolation and Service Restoration, Load and Volt Var Management and Distribution Operator training Simulator. Experience with electric utility industry practices Strong knowledge of customer perspective and needs. Proven software design skills at the application and technical area level. Ability to see integration issues and to preclude schedule impacts. Strong verbal, written, and interpersonal communication skills.  Ability to write professional and technical reports and procedures.  Ability to make formal and informal presentation to technical and non-technical staff and customers. Leadership: • Ability to takes ownership of small and medium sized tasks and deliver while mentoring and helping team members • Ensures understanding of issues and presents clear rationale. Able to speak to mutual needs and win-win solutions. Uses two-way communication to influence outcomes and ongoing results • Identifies misalignments with goals, objectives, and work direction against the organizational strategy. Makes suggestions to course correct • Continuously measures deliverables of self and team against scheduled commitments. Effectively balances different, competing objectives Personal Attributes: • Strong oral and written communication skills • Strong interpersonal skills • Effective team building and problem solving abilities • Persists to completion, especially in the face of overwhelming odds and setbacks. Pushes self for results; pushes others for results through team spirit Additional Information Relocation Assistance Provided: Yes