Machine Learning Engineer
4 weeks ago
Datum zveřejnění: May 3 2024
At GSK we see a world in which advanced applications of Machine Learning and AI will allow us to develop transformational medicines using the power of genetics, functional genomics and machine learning. AI will also play a role in how we diagnose and use medicines to enable everyone to do more feel better and live longer. It is an ambitious vision that will require the development of products at the cutting edge of Machine Learning and AI.
The opportunities for machine learning extend to many other areas of our business, including medicine safety, manufacturing, and supply chain. To realize these opportunities, GSK has created a global Artificial Intelligence and Machine learning group (AI/ML), with locations in London, San Francisco, Boston, Philadelphia, Tel Aviv, and Heidelberg, to focus on the development and application of machine learning to problems of critical importance at GSK. We are now embarking on an AI/ML team in China, to bring cutting-edge solutions to real-world challenges in the healthcare domain. We possess a world-leading data and computational environment (including specialist hardware) to enable large-scale, scientific experiments that exploit GSK's unique access to data.
By actively engaging with the machine learning community and publishing our research, code and models built on public data, the AI/ML group operates at the cutting-edge of machine learning research. To help us, we seek a passionate Machine Learning Engineer who wishes to turn their talents to the healthcare sector. You will be working with other engineers on building products to support multiple large-scale projects within AI/ML. In addition, the engineer will learn about the pharmaceutical industry and software engineering and translate their research into tools that aid discovery and development of transformational medicines.
You will have access to outstanding experts in biology, chemistry, (software) engineering, data science and machine learning; unrivalled data sources and GSK's state-of-the-art laboratory and compute infrastructure to help you develop and validate your machine learning research.
As a Machine Learning Engineer focusing on clinical trials and respiratory diseases you will:
- Design, implement, and own AI/ML-driven solutions across the model development life cycle.
- Research and develop state-of-the-art machine learning models, including deep learning, for biomedical prediction tasks.
- Deliver robust, tested, and performant code in an agile environment.
- Collaborate with experts in biology, medicine, and experimentation to optimize data collection for training biomedical ML models
- Develop and embed automated processes for predictive model validation, deployment, and implementation.
- Develop and embed automated processes for predictive model validation, deployment, and implementation.
- Deploy your algorithms to production to identify actionable insights from large databases.
Why you?
Basic Qualifications:
We are looking for professionals with these required skills to achieve our goals:
- A minimum of a master's degree in computer science, applied math, statistics, physics, systems biology, computational biology, bioinformatics, or related field
- Experience in Python programming and knowledge in machine learning and statistics
- Demonstrated proficiency working with biological/healthcare data in an academic or professional setting
- Familiarity with at least one Deep Learning framework such as TensorFlow, Keras or PyTorch
- Proven ability to solve complex problems using creative approaches, state-of-the-art tools, and best engineering practices
- Ability to work both autonomously and collaboratively on complex projects
Preferred Qualifications:
If you have the following characteristics, it would be a plus:
- A PhD in computer science, applied math, statistics, physics, systems biology, computational biology, bioinformatics, or related field
- Academic or industry experience in the biomedical sciences especially in respiratory diseases
- Prior experience working in clinical trials
- Experience with real world evidence or clinical trial data
- Expertise developing machine learning models within the PyTorch framework
- Experience with theory & applications in software engineering; training and operating algorithms at scale; production deployment of ML services
- Ability to digest, synthesize, and implement innovative methods from scientific literature
#GSK-LI
Why GSK?
Uniting science, technology and talent to get ahead of disease together.
GSK is a global biopharma company with a special purpose – to unite science, technology and talent to get ahead of disease together – so we can positively impact the health of billions of people and deliver stronger, more sustainable shareholder returns – as an organisation where people can thrive. We prevent and treat disease with vaccines, specialty and general medicines. We focus on the science of the immune system and the use of new platform and data technologies, investing in four core therapeutic areas (infectious diseases, HIV, respiratory/ immunology and oncology).
Our success absolutely depends on our people. While getting ahead of disease together is about our ambition for patients and shareholders, it's also about making GSK a place where people can thrive. We want GSK to be a place where people feel inspired, encouraged and challenged to be the best they can be. A place where they can be themselves – feeling welcome, valued, and included. Where they can keep growing and look after their wellbeing. So, if you share our ambition, join us at this exciting moment in our journey to get Ahead Together.
Important notice to Employment businesses/ Agencies
GSK does not accept referrals from employment businesses and/or employment agencies in respect of the vacancies posted on this site. All employment businesses/agencies are required to contact GSK's commercial and general procurement/human resources department to obtain prior written authorization before referring any candidates to GSK. The obtaining of prior written authorization is a condition precedent to any agreement (verbal or written) between the employment business/ agency and GSK. In the absence of such written authorization being obtained any actions undertaken by the employment business/agency shall be deemed to have been performed without the consent or contractual agreement of GSK. GSK shall therefore not be liable for any fees arising from such actions or any fees arising from any referrals by employment businesses/agencies in respect of the vacancies posted on this site.
致候选人的重要提示:
GSK招聘团队只会使用 后缀的邮箱与您联系。若您收到任何声称来自GSK邀请您面试或请您提供任何个人信息的邮件,我们建议您留意发件人的邮箱地址,并谨慎回复。若您不确定您所收到的邮件是否来自GSK,请您通过chk..com联系我们。
-
Director Machine Learning Engineer
4 weeks ago
Shanghai, Shanghai, China GSK Full timePobočka: China - Shanghai - Pudong - New Bund International SquareDatum zveřejnění: May 3 2024At GSK we see a world in which advanced applications of Machine Learning and AI will allow us to develop transformational medicines using the power of genetics, functional genomics and machine learning. AI will also play a role in how we diagnose and use...
-
Machine Learning Engineer- PhD Program
2 weeks ago
Shanghai, Shanghai, China Optiver Full timeJoin Optiver to accelerate your growth in the most fascinating and dynamic industry. As a Machine learning engineer, you'll get to leverage AI and deep learning to thrive in a fast-paced, cutting-edge environment, and apply your advanced degree in a highly impactful role. You will still use your brain to come up with cutting-edge ideas, but instead of...
-
Machine Learning/AI Engineer, Staff
2 weeks ago
Shanghai, Shanghai, China Qualcomm Full timeCompany: Qualcomm China Job Area: Engineering Group, Engineering Group > Software Applications Engineering General Summary: Main Responsibilities: Option 1: Deep Learning Models Compiling, Algorithm optimization, Performance Benchmark, AI application intergration, AI framework Intergeration, Graph and Backend Compiler Development. Option 2:...
-
Shanghai, Shanghai, China DNV Full timeThe successful candidate will contribute to research and development projects within the Artificial Intelligence Research Centre. She/He will report to the head of the AIRC and be responsible for the following tasks: Identify, explore and develop new research opportunities for creating value to DNV's business activities and future strategy. Develop...
-
Electric Machine Design Engineer
2 weeks ago
Shanghai, Shanghai, China Garrett - Advancing Motion Full timeThe Electric Machine Design Engineer will be responsible for designing high-speed electric machines, focusing on electromagnetic design and optimization of e-Machine topology, from concept to production. You will collaborate with simulation experts, product line integration engineers, Inverter Design & Systems experts, and advanced manufacturing specialists....
-
Senior Deep Learning Engineer
2 weeks ago
Shanghai, Shanghai, China Optiver Full timeWHO WE ARE: Optiver is a global market maker with offices in Amsterdam, London, Chicago, Austin, Sydney, Shanghai, Hong Kong, Singapore and Taipei. Founded in 1986, today we are a leading liquidity provider, with close to 2,000 employees in offices around the world, united in our commitment to improve the market through competitive pricing, execution and...
-
Shanghai, Shanghai, China Intel Full timeJob DescriptionWe are looking for a highly motivated and talented intern to join our team and help us develop an infrastructure to automate the training and testing process for developing deep learning-based computer vision algorithms. This is a great opportunity for an intern to learn about cutting-edge machine learning technologies and to gain real-world...
-
Sales - Material Handling Machines
2 weeks ago
Shanghai, Shanghai, China Liebherr Group Full timeIt's a sales manager position for Liebherr material handling machines sales work in China market. The successful candidate will be instrumental in cultivating relationships with new prospects, building successful connections with potential customers allocated by team leader, achieve assigned sales target, work together with the team & achieve a certain...
-
Senior AI Engineer
2 weeks ago
Shanghai, Shanghai, China Thermo Fisher Scientific Full time: Explore New Capabilities: Stay updated with the latest advancements in OpenAI and other LLMs, including China Local AI. Conduct research and experiments to identify new capabilities and potential applications for our organization. Evaluate the feasibility and impact of integrating these technologies into our existing systems. Collaboration: Work...
-
Generative AI Engineer
4 weeks ago
Shanghai, Shanghai, China Signify Netherlands B.V. Full timeWe're looking for a generative AI engineer to join our AI team in Shanghai.Working for Signify means being creative and adaptive. Our culture of continuous learning and commitment to diversity and inclusion creates an environment that allows you to build your skills and career. Together, we're transforming our industry.As the world leader in lighting, we're...
-
Site Support Engineer
2 weeks ago
Shanghai, Shanghai, China Atlas Copco Full timeOur solutions play a crucial role in various industries such as electronics, medical research, renewable energy, food production, and infrastructure among others. When you join us, you'll be part of an environment where cutting-edge technologies and sustainable innovations are at the forefront.Embark on this journey with us towards a brighter future.Your...
-
Senior ML Infra Engineer
2 weeks ago
Shanghai, Shanghai, China Optiver Full timeWHO WE ARE: Optiver is a global market maker with offices in Amsterdam, London, Chicago, Austin, Sydney, Shanghai, Hong Kong, Singapore and Taipei. Founded in 1986, today we are a leading liquidity provider, with close to 2,000 employees in offices around the world, united in our commitment to improve the market through competitive pricing, execution and...
-
Multimodal Algorithm Engineer
2 months ago
Shanghai, Shanghai, China Selby Jennings Full timeWe have a current opportunity for a Multimodal Algorithm Engineer on a permanent basis. The position will be based in Shanghai. For further information about this position please apply.Job Description:Responsible for developing large-scale multimodal models, optimizing systems to the extreme, and applying multimodal large models to areas such as image/video...
-
Electrical Production Engineer
2 weeks ago
Shanghai, Shanghai, China Hiab Full timeKalmar keeps global trade moving. Our innovative solutions contribute to every fourth container movement in the world and help transform the future of cargo handling. We believe in collaboration, delivering on our promises and that people make the difference. Purpose of the position Electrical Production Engineer works with a global e-vehicle machine...
-
Senior Applied Scientist, AWS Shanghai AI Lab
2 weeks ago
Shanghai, Shanghai, China Amazon Information Service (Beijing) Co., Ltd. (Shanghai Branch) Full timeThe AWS Shanghai AI Lab is looking for a passionate, talented, and inventive staff in all AI domains with a strong machine learning background as a Senior Applied Scientist. Founded in 2018, the Shanghai Lab has been an innovation center of for long-term research projects across domains as machine learning, computer vision, natural language processing, and...
-
R&D Senior Quality Engineer
2 weeks ago
Shanghai, Shanghai, China ABB Full timeR&D Senior Quality EngineerTake your next career step at ABB with a global team that is energizing the transformation of society and industry to achieve a more productive, sustainable future.At ABB, we have the clear goal of driving diversity and inclusion across all dimensions: gender, LGBTQ+, abilities, ethnicity and generations. Together, we are embarking...
-
R&D Senior Quality Engineer
4 weeks ago
Shanghai, Shanghai, China ABB Full timeR&D Senior Quality EngineerTake your next career step at ABB with a global team that is energizing the transformation of society and industry to achieve a more productive, sustainable future.At ABB, we have the clear goal of driving diversity and inclusion across all dimensions: gender, LGBTQ+, abilities, ethnicity and generations. Together, we are embarking...
-
R&D Senior Quality Engineer
4 weeks ago
Shanghai, Shanghai, China ABB Full timeR&D Senior Quality EngineerTake your next career step at ABB with a global team that is energizing the transformation of society and industry to achieve a more productive, sustainable future.At ABB, we have the clear goal of driving diversity and inclusion across all dimensions: gender, LGBTQ+, abilities, ethnicity and generations. Together, we are embarking...
-
Product Engineer
4 weeks ago
Shanghai, Shanghai, China Straumann Full timePosition Summary The Straumann Group is seeking a dedicated Product Engineer to develop its new manufacturing campus in the Minhang district of Shanghai, China. This team member will play an important role in the Straumann Shanghai Campus Team, by creating and maintaining product-related documentation via tools such as SAP. As the site grows and matures into...
-
Engineer, Automation-Electrical
2 weeks ago
Shanghai, Shanghai, China Molex Full timeYour Job This Automation-Electrical engineer is responsible for developing & maintenance& modification motion program of auto machine, supporting machine mass production. Our Team Located in Shanghai, Waigaoqiao, the team includes 10 employees and mainly responsible for motion and vision part of the machine application, maintenance and modification ...