Senior Machine Learning Engineer
Location:
Geography:
Capabilities:
Industries:
About Us
Boston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. BCG was the pioneer in business strategy when it was founded in 1963. Today, we help clients with total transformation-inspiring complex change, enabling organizations to grow, building competitive advantage, and driving bottom-line impact.
To succeed, organizations must blend digital and human capabilities. Our diverse, global teams bring deep industry and functional expertise and a range of perspectives to spark change. BCG delivers solutions through leading-edge management consulting along with technology and design, corporate and digital ventures—and business purpose. We work in a uniquely collaborative model across the firm and throughout all levels of the client organization, generating results that allow our clients to thrive.
Practice Area Profile
Role Profile
POSITION SUMMARY:
BCG Gamma is seeking a Senior Machine Learning Engineer to join our engineering team. The ideal candidate will have industry experience working on a range of different machine learning disciplines, e.g. anomaly detection, payment fraud, fraud detection, search ranking, text/sentiment classification, spam detection and others. The position will involve taking these skills and applying them to some of the most exciting and massive data and analytics problems across multiple industries. We are looking for machine learning engineers to join the ML effort for our teams, building ML-based systems, tools, and services that serve as infrastructure for our internal and external clients.
As a strong software leader and an expert in building complex systems, you will be responsible for inventing how we use technology, machine learning, and data to enable the productivity of our clients. You will help envision, build, deploy and develop our next generation of data engines and tools which will help our clients fundamentally transform their business. You will be bridging the gap between business and engineering, and functioning with deep expertise in both worlds.
RESPONSIBILITIES:
We are looking for a Senior Machine Learning Engineer who can bring bleeding edge machine learning models into production together with a highly multi-disciplinary team of scientist, engineers, partners, product managers and subject domain experts.
Your Qualifications
REQUIREMENTS:
• Masters degree or PhD in computer science (or in a highly related area)
• 5 to 8 years of experience in algorithms, data structures, and object-oriented programming
• Good understanding of machine learning fundamentals and deep learning
• Implementation experience in machine learning algorithms and applications
• Knowledge of or experience in building production quality and large scale deployment of applications related to natural language processing and machine learning
• Experience with distributed systems strongly preferred
TECHNOLOGIES:
• Strong programming skills in at least one object oriented programming language (Java, Scala, C++, Python, etc.)
• Strong skills in parallel processing technologies and languages: Hadoop, Spark, Scala etc.
• Experience with Python applied to machine learning (Pandas, Scikit-learn, Scipy, Numpy etc.)
• Strong knowledge of machine learning techniques required (KNN, random forest, Bayesian statistics etc.)
• Strong knowledge of machine learning techniques preferred (TensorFlow, Keras, PyTorch,Caffe, MxNet)
• Cloud: AWS/GCP/Azure
• DevOps: Kubernetes, Docker, CI/CD
• Building REST API
• Knowledge of relational database management: SQL, PostgreSQL, Microsoft SQL etc.
• Knowledge of NoSQL databases (MongoDB, Neo4j, Redis etc.)
• Unix-based command line & development tools
WORK ENVIRONMENT:
• Fast-paced, intellectually intense, service-oriented environment
• Position is located in Gamma European hubs (Paris, London, Germany, Nordics etc.)
• Fluency in local language and English are required
• Expect time spent traveling
Date Posted:
Boston Consulting Group is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, age, religion, sex, sexual orientation, gender identity / expression, national origin, disability, protected veteran status, or any other characteristic protected under national, provincial, or local law, where applicable, and those with criminal histories will be considered in a manner consistent with applicable state and local laws.
BCG is an E-Verify Employer. Click here for more information on E-Verify.