Associate MLOps Developer
BOEING
Full Job Description
At Boeing, we innovate and collaborate to make the world a better place. From the seabed to outer space, you can contribute to work that matters with a company where diversity, equity and inclusion are shared values. We’re committed to fostering an environment for every teammate that’s welcoming, respectful and inclusive, with great opportunity for professional growth. Find your future with us.
Boeing is the world’s largest (Per Boeing LinkedIn page) aerospace company and a leading provider of commercial airplanes, defense, space, and security systems, and global services. Building on a legacy of over a century of innovation and leadership, Boeing continues to lead the way in technology and innovation, customer delivery, and investment in its people and future growth of aerospace.
In India, Boeing has been a strong partner to the Indian aerospace and defense sectors for more than 75 years. People at Boeing have been supporting mission readiness and modernization of India’s defense forces, and enabling connected, safer, and smarter flying experiences, in the sky, in the seas, and in space.
Technology for today and tomorrow
The Boeing India Engineering & Technology Center (BIETC) is a 3000+ diverse engineering workforce that contributes to global aerospace growth. Our engineers deliver cutting-edge R&D, innovation, and high-quality engineering work in global markets, and leverage new-age technologies such as AI/ML, IIoT, Cloud, Model-Based Engineering, and Additive Manufacturing, shaping the future of aerospace.
People-driven culture
At Boeing, we believe creativity and innovation thrives when every employee is trusted, empowered, and has the flexibility to choose, grow, learn, and explore. We offer variable arrangements depending upon business and customer needs, and professional pursuits that offer greater flexibility in the way our people work. We also believe that collaboration, frequent team engagements, and face-to-face meetings bring diverse perspectives and thoughts – enabling every voice to be heard and every perspective to be respected. No matter where or how our teammates work, we are committed to positively shaping people’s careers and being thoughtful about employee wellbeing.
At Boeing, we are inclusive, diverse, and transformative.
With us, you can create and contribute to what matters most in your career, community, country, and world. Join us in powering the progress of global aerospace.
Job Description
At Boeing, we are all innovators on a mission to connect, protect, explore and inspire. From the seabed to outer space, you’ll learn and grow, contributing to work that shapes the world. Find your future with us.
The Boeing Company is looking for an experienced data scientist who can play lead role in developing and building next generation AI & ML products and services.
As part of the core data science group, candidate will lead project teams in developing innovative, reusable, and scalable solutions. This position will work effectively with cross-functional teams and technical leads to determine, define, and deploy analytics solutions to meet business goals.
At Boeing, we are already making a difference across the industry using AI and Machine Learning to deliver superior product experience to our internal functions and commercial and government customers. We are expanding and growing in all areas in the frontier of the aerospace industry. We already have some of the best minds and talent in this field, and we’re looking for someone with applied experience in AI and ML (including Natural Language Processing, Deep Learning, Conversational A.I, and Computer Vision) to join our team in this lead data scientist role.
This role is based out of Bengaluru, Karnataka, INDIA.
Position Responsibilities:
Evaluate business objectives, determine stakeholder needs, and identify requirements. Choose best fit methods, define algorithms, validate, and deploy models to achieve business results. Perform necessary data preparation and enhancements to models.
Candidate will interface directly with business stakeholders in order to define and lead the development of advanced analytics solutions supporting Engineering, Manufacturing, Quality, and Safety.
Candidate will work with data scientist leads across domains to ensure functional excellence in this technical field and will provide mentoring, technical leadership, and training to the data scientist community to accelerate and develop this talent base. In particular, candidate will provide thought leadership for machine learning and advanced analytics methods at Boeing and externally.
Candidate will actively engage with stakeholders across the business to identify applications across the enterprise, beyond the initial use case, and lead the implementation of these applications to capture business value.
Candidate will perform technology evaluation, assist in identifying capabilities gaps, develop best practices and work alongside the rest of the global data scientists and technical leads in Analytics organization.
Candidate will have a stake in ensuring analytics solutions meet the business requirements and are implemented in a timely manner to validate business value.
ML/AI Models Development:
Work effectively with cross-functional teams in the analysis of highly complex data sets using advanced analytics techniques such as machine learning, advanced statistical analysis, visual analysis, text analysis, mathematical optimization, and simulation. Identify modeling attributes and parameters.
Follow best practices and standard processes for model validation and refinement as per business requirements.
Assess performance of models and analysis and confirm that business objectives were met. Work with business unit stakeholders to develop and sustain analytics solutions.
Develop end to end ML Pipeline in GCP, should have good understanding of GCP machine learning model deployment, orchestration, pipeline creation & model monitoring.
All information provided will be checked and may be verified. This requisition is for an international, locally hired position. Candidates must be legally authorized to work in India.
Required Qualifications (Required Skills & Experience):
All information provided will be checked and may be verified. This requisition is for an international, locally hired position. Candidates must be legally authorized to work in India.
2+ years of relevant work experience as Data Scientist in core areas of computer vision & image processing.
Overall work experience of 5-8 years
Experience in various machine learning method such as regression, clustering, classification, decision trees, natural language processing, ensemble methods, SVM, deep learning, reinforcement learning, etc.
Experience with machine learning related open source libraries including, but not limited to: SciKit-Learn, Keras, TensorFlow, Theano, etc.
Strong expertise on Python development, database, Hadoop, GCP (google cloud platform) machine learning model deployment
Preferred Qualifications (Desired Skills/Experience):
Experience in agile and product-oriented development.
Up-to-date industry and experience in building ML models and bring in to full production use.
Background in developing customer-facing experiences, a strong technical ability, excellent project management skills, great communication skills, and a motivation to achieve results in a fast paced production environment
Experience training machine learning models in a cloud computing environment such as: Amazon Web Services, Google Cloud Platform, Microsoft Azure, etc.
Programming experience in one or more of the following: C, C++, Java, Python, Scala.
Experience with statistical software (e.g., R, MATLAB) and database languages (e.g., SQL).
Experience and knowledge in DevOps for Data Science.
Strong team player and passion to execute projects with a focus on customer and value.
Knowledge of advance statistics (probability theory and distributions, descriptive statistics, matrix algebra, multivariate statistics, polynomial analysis, parametric and non-parametric methods, etc.)
Relocation:
This position offers relocation based on candidate eligibility
Boeing will not seek immigration and labor sponsorship for any applicants; this is the responsibility of the job candidate. Benefits and pay are determined at the local level and are not part of Boeing U.S.-based payroll. RELOCATION BENEFITS IF INDICATED ARE LIMITED TO IN-COUNTRY MOVES AND ARE NOT AVAILABLE FOR OVERSEAS RELOCATION. THERE IS NO EXPATRIATE PACKAGE ASSOCIATED WITH THIS POSITION.
Additional Information:
All information provided will be checked and may be verified.
Please apply as soon as possible for this role as recruitment may commence before the end date.
Equal Opportunity Employer:
Boeing is an Equal Opportunity Employer. Employment decisions are made without regard to race, color, religion, national origin, gender, sexual orientation, gender identity, age, physical or mental disability, genetic factors, military/veteran status or other characteristics protected by law.
Job Features
Job Category | IT, Software |