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Machine Learning Engineer II
1-6 years
Gurgaon / Gurugram
1 vacancy
Machine Learning Engineer II
American Express Global Business Travel
posted 1mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
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 pathStart 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 companyThat s what you would be doing if you were joining Amex GBT.
How often do you get the opportunity to work in what feels like a startup environment but has funding of our parent companyThat 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 teams 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 problems
- Apply solid coding skills, strong analytical and innovative thinking, and Artificial Intelligence/ML expertise to quickly learn new domains and turn innovative ideas into working solutions
- Use Statistics and Data Science techniques to make decisions based on data
- Manipulate large data sets for business insights and drive solutions
- Utilize appropriate methods and approaches to develop practical solutions for the business
- Structure work, frame issues, and produce analyses that answer complex business questions in a pragmatic approach
- Communicate complex analytical topics in a clean & simple way to multiple partners and senior leadership
- Have some infrastructure knowledge (AWS, Kubernetes), cost-awareness would be a plus
What We re Looking For
- 5+ years for Bachelors or equivalent, 3+ years for Masters
- Ability 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 areas
- Ability to increase overall knowledge across the organization
- Familiarity with one or more machine learning or statistics tools such as R, Stata, Python and various libraries for other programming languages
- Understand 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 skills
- Industry experiences on leveraging Statistics and Data Science on real-world large data sets
- Knowledge of hands-on practice in Python and R
- Proven knowledge of ML techniques such as Operations Research, Bayesian methods, clustering, decision trees, random forests, NLP, etc., excellent grasp of statistical concepts and methods
- Strong passions for solving problems and finding patterns and insights within structured and unstructured data
- Have 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.
Employment Type: Full Time, Permanent
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Flexible timing
Monday to Friday
No travel
Day Shift
American Express Global Business Travel Benefits
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