Gurgaon, India
4 days ago
Machine Learning Engineer II

Amex GBT is a place where colleagues find inspiration in travel as a force for good and – through their work – can make an impact on our industry. We’re here to help our colleagues achieve success and offer an inclusive and collaborative culture where your voice is valued.

 

Ready to explore a career path? Start your journey.

AmexGBT / Egencia is at the center of revolutionizing business travel with our cutting-edge technology and the most desirable products in the industry. We have grown from a small start-up to become the 4th largest corporate travel management company in the world and getting acquired by the 1st.
How often do you get the opportunity to work in what feels like a startup environment but has funding of our parent company? That’s what you would be doing if you were joining Amex GBT.


Position Overview:

We are looking for a Machine Learning Engineer II / Data Scientist II who will be working with big data and applying sophisticated analytics techniques in a lively and stimulating environment. Your insights will be used to improve customer acquisition and engagement, deliver an outstanding product and shopping experience, and better understand the customer behavior.The team's responsibilities span data integration supporting customers and internal business area and ML deployment. We are looking for a talent with different skillset, a passionate technologist and dedicated to solving real-world business problems; to lead the excellence of ML/AI engineering practice.

What You’ll Do on a Typical Day

Apply advanced analytic techniques such as machine learning, data mining and statistical modeling to design and implement mathematical models and algorithms to solve real-world marketing problemsApply solid coding skills, strong analytical and innovative thinking, and Artificial Intelligence/ML expertise to quickly learn new domains and turn innovative ideas into working solutionsUse Statistics and Data Science techniques to make decisions based on dataManipulate large data sets for business insights and drive solutionsUtilize appropriate methods and approaches to develop practical solutions for the businessStructure work, frame issues, and produce analyses that answer complex business questions in a pragmatic approachCommunicate complex analytical topics in a clean & simple way to multiple partners and senior leadershipHave some infrastructure knowledge (AWS, Kubernetes), cost-awareness would be a plus


What We’re Looking For

5+ years for Bachelor's or equivalent, 3+ years for Master'sAbility to conceptualize business problems and solving them through data analysis. Comfortable with pulling and manipulating data using SQL, PySpark..Good written and oral communication skills, including an ability to communicate across business areasAbility to increase overall knowledge across the organizationFamiliarity with one or more machine learning or statistics tools such as R, Stata, Python and various libraries for other programming languagesUnderstand the concepts and steps involved in working with real-world large data sets: from domain-specific problem understanding, data preparation, travel-related data processing, data integration, data structures for ML, data pipelining, data modeling, and AI/ML algorithms; strong data science knowledge and skillsIndustry experiences on leveraging Statistics and Data Science on real-world large data setsKnowledge of hands-on practice in Python and RProven knowledge of ML techniques such as Operations Research, Bayesian methods, clustering, decision trees, random forests, NLP, etc., excellent grasp of statistical concepts and methodsStrong passions for solving problems and finding patterns and insights within structured and unstructured dataHave some experience of Sagemaker or equivalent, Databricks, feature store, dashboards and so on.Has some basics around LLM, guardrails, observability, RAG.


Relocation (Y/N): N

     

Location

Gurgaon, India

     

The #TeamGBT Experience

Work and life: Find your happy medium at Amex GBT.

Flexible benefits are tailored to each country and start the day you do. These include health and welfare insurance plans, retirement programs, parental leave, adoption assistance, and more.

Travel perks: get a choice of deals each week from major travel providers on everything from flights to hotels to cruises and car rentals.

Develop the skills you want when the time is right for you, with global tuition assistance, access to over 20,000 courses on our learning platform, leadership courses, and new job openings available to internal candidates first.

We strive to champion Diversity, Equity, and Inclusion in every aspect of our business at GBT. You can connect with colleagues through our global Inclusion Groups, centered around common identities or initiatives, to discuss challenges, obstacles, achievements, and drive company awareness and action.

Wellbeing resources to support mental and emotional health for you and your immediate family.

And much more!

This role is for Egencia LLC (“Egencia” or the “Company”), a member of the American Express Global Business Travel family of companies.

All applicants will receive equal consideration for employment without regard to age, sex, gender (and characteristics related to sex and gender), pregnancy (and related medical conditions), race, color, citizenship, religion, disability, or any other class or characteristic protected by law.

Furthermore, we are committed to providing reasonable accommodation to qualified individuals with disabilities. Please let your recruiter know if you need an accommodation at any point during the hiring process. For details regarding how we protect your data, please consult GBT Recruitment Privacy Statement.

What if I don’t meet every requirement? If you’re passionate about our mission and believe you’d be a phenomenal addition to our team, don’t worry about “checking every box;" please apply anyway. You may be exactly the person we’re looking for!

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