Lead Machine Learning Engineer (Remote) at Baker Hughes () (allows remote)
Type: Full Time
Created: 2021-10-12 05:00:47
Lead Machine Learning Engineer (Remote)
Are you passionate for innovation, and an entrepreneurial spirit?
Would you like to be part of a global team working on projects to transform energy?
Join our Advanced Analytics Team!
Part of the Energy Innovation Center, the Advanced Analytics Team is focused on developing new digital solutions leveraging state-of-the-art AI/ML and data analytics techniques. We develop new solutions based on predictive data analytics, computer vision, immersive visualization and artificial intelligence technologies. We collaborate across the entire Baker Hughes enterprise on some of the most complex challenges defining the future of energy.
Partner with the best
You will work with a diverse, global, and interdisciplinary technology team working at the forefront of Baker Hughes’s digital transformation. You will lead and contribute to projects utilizing cutting-edge AI/ML methods. You will rapidly build, test and iterate advanced analytics PoCs, deploy in field pilots, and partner with Baker Hughes business units to transition technology ownership and bring new solutions to market.
As a Lead Machine Learning Engineer, you will be responsible for:
- Leading or contribute to one or more team projects, with accountability to develop ML algorithms.
- Developing efficient AI solutions for performing image/video analytics, interpreting time series data, leveraging state-of-the-art ML techniques
- Managing datasets for model training, working with SME as needed for data collection, interpretation and labelin
- Following defined internal standards and best practices on coding, documentation, and version control
- Maintaining knowledge of industry trends and connect with technology partners to identify innovations that can be leveraged
- Proposing shortest-path solutions and work with a “minimum viable product” mindset to deliver new solutions rapidly
- Managing projects using corporate portfolio management tools, responsible for planning, executing, monitoring, controlling and completing projects.
- Working with internal/external customers, project sponsors, catcher, and other stakeholders to ensure alignment and project success.
Fuel your passion
To be successful in this role you will:
- Have a Bachelor’s education in Computer Science or Engineering or related field. M.S. or Ph.D. a plus.
- Have experience as a data scientist or adjacent position
- Demonstrate experience with Python and C or C++.
- Have background in computer vision including traditional image/video processing techniques (OpenCV, skimage), classification, object detection and segmentation
- Have knowledge of other ML/DL domains including NLP, supervised/unsupervised learning, reinforcement learning, Bayesian networks is a plus.
- Have experience successfully managing research & technology development projects, including defining project scope/plan, managing communication with stakeholders, coordinating team and mitigating risks to ensure on-time delivery, and creating/maintaining project documents.
Work in a way that works for you
We recognize that everyone is different and that the way in which people want to work and deliver at their best is different for everyone too. In this role, we can offer the following flexible working patterns:
Working with us
Our people are at the heart of what we do at Baker Hughes. We know we are better when all of our people are developed, engaged and able to bring their whole authentic selves to work. We invest in the health and well-being of our workforce, train and reward talent and develop leaders at all levels to bring out the best in each other.
Working for you
Our inventions have revolutionized energy for over a century. But to keep going forward tomorrow, we know we have to push the boundaries today. We prioritize rewarding those who embrace change with a package that reflects how much we value their input. Join us, and you can expect:
- Contemporary work-life balance policies and wellbeing activities
- Comprehensive private medical care options
- Safety net of life insurance and disability programs
- Tailored financial programs
- Additional elected or voluntary benefits
With operations in over 120 countries, we provide better solutions for our customers and richer opportunities for our people. As a leading partner to the energy industry, we're committed to achieving net-zero carbon emissions by 2050 and we're always looking for the right people to help us get there. People who are as passionate as we are about making energy safer, cleaner and more efficient.
Are you seeking an opportunity to make a real difference in a company with a global reach and exciting services and clients? Come join us and grow with a team of people who will energize and inspire you!