Engineering Manager, AI
6 months ago
SHL, People Science. People Answers.
Role Overview
As a leader in the AI team, you will conceptualize AI-based products and work with a team of research/software engineers to deliver robust AI/ML models. You will closely work with the product team to spot opportunities to use AI in the current product stack and influence the product roadmap by incorporating AI-led features/products.
You will work with a team of research engineers to run the whole loop of machine learning from problem scoping, data collection, implementing the model, shipping in production, and continuously monitoring of those models.
Key Responsibilities: Be a hands-on expert practitioner for development and experimentation in the application of one or more areas related to AI/ML - NLP, speech processing, and computer vision. Work with a team of ML engineers to deliver solutions in time and with efficiency. Be agile and continuously look for AI-powered wins in talent solutions and HR domain. Act as an end-to-end owner of model development, deployment, and subsequent maintenance Mentor the team on essential ML concepts such as sampling, model selection, bias/variance studies, model fairness, statistical validity, etc. Work with the team to develop creative ways of data collection, labelling, and validation. Be a problem-solver; work closely with the product team to scope problems where AI/ML can help. Work on creating proper technical document and aid creation of customer-facing documents. Be a continuous learner; keep yourself and team updated with the latest in AI/ML space. Work with the team to put together paper manuscripts and publish in top ML conferences and journals.
Some of the things that you will love: Build products for a global audience. High degree of ownership and ability to work on your own ideas. Work on cutting edge ML problems across different modalities – speech, text, videos, images, code, etc. Get to publish papers and visit conferences.
Skills required:
· Good understanding of ML theory and concepts, and statistics
· Strong theoretical and practical skills in any one of the domains i.e., vision, NLP, or speech
· Relevant experience of building and deploying robust AI/ML models in the industry
· Experience to code and quickly try out the ideas/prototype; our tech stack is based on Python.
· Ability to manage and work with a team of research/software engineers.
About Us We unlock the possibilities of businesses through the power of people, science and technology. We started this industry of people insight more than 40 years ago and continue to lead the market with powerhouse product launches, ground-breaking science and business transformation. When you inspire and transform people’s lives, you will experience the greatest business outcomes possible. SHL’s products insights, experiences, and services can help achieve growth at scale. What SHL can offer you Diversity, equity, inclusion and accessibility are key threads in the fabric of SHL’s business and culture (find out more about ) Employee benefits package that takes care of you and your family. Support, coaching, and on-the-job development to achieve career success A fun and flexible workplace where you’ll be inspired to do your best work (find out more ) The ability to transform workplaces around the world for others. SHL is an equal opportunity employer. We support and encourage applications from a diverse range of candidates. We can, and do make adjustments to make sure our recruitment process is as inclusive as possible.
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