ΠΎΠ±Π½ΠΎΠ²Π»Π΅Π½ΠΎ 1 Π΄Π΅Π½Ρ Π½Π°Π·Π°Π΄
Senior Machine Learning Engineer (Deep Learning)
ΠΡΡΡ & Π‘ΠΎΠΏΡΠΎΠ²ΠΎΠ΄
ΠΠ»Ρ ΠΌΡΡΡΠ° Ρ ΡΡΠΎΠΉ Π²Π°ΠΊΠ°Π½ΡΠΈΠ΅ΠΉ Π½ΡΠΆΠ΅Π½ Plus
ΠΠΏΠΈΡΠ°Π½ΠΈΠ΅ Π²Π°ΠΊΠ°Π½ΡΠΈΠΈ
Π’Π΅ΠΊΡΡ:
TL;DR
Senior Machine Learning Engineer (Deep Learning): Productionizing machine learning systems to help customers discover and shop complete outfits with an accent on deep learning and high-scale ML capabilities. Focus on deploying batch and online models at scale, implementing causal algorithms for pricing and targeting, and driving MLOps standards.
Location: Our HQ in London
Company
is a global online fashion retailer dedicated to providing customers the confidence to be themselves through technology and innovation.
What you will do
- Productionize machine learning systems for the Outfits Discovery team to improve outfit discovery and shopping experiences.
- Implement and deploy at-scale solutions for millions of customers and products, driving measurable business impact.
- Deploy batch and online machine learning models at high scale.
- Develop and improve causal algorithms for the pricing and customer targeting space.
- Mentor and coach junior team members to support their technical progress.
- Contribute to the team's technical direction and establish ML standards across the ML community.
Requirements
- Experience applying machine learning in production settings with exposure to deep learning techniques.
- Experience working with deep learning and distributed computing frameworks to support large-scale models.
- Familiarity with training models across multiple GPUs using distributed or parallel approaches.
- Solid understanding of software development lifecycles, including data pipelines, CI/CD, containerization, and observability.
- Experience or interest in MLOps tooling.
- Ability to provide technical guidance and mentorship to other engineers.
Culture & Benefits
- Exclusive employee discount and access to sample sales.
- 25 days paid annual leave plus an extra celebration day for special moments.
- Discretionary bonus scheme and private medical care scheme.
- Flexible benefits allowance and pension with matched contributions up to 5%.
- Personalized learning opportunities to enable professional growth.
- Summer hours: finish at 3pm on Fridays during June, July, and August.
ΠΡΠ΄ΡΡΠ΅ ΠΎΡΡΠΎΡΠΎΠΆΠ½Ρ: Π΅ΡΠ»ΠΈ ΡΠ°Π±ΠΎΡΠΎΠ΄Π°ΡΠ΅Π»Ρ ΠΏΡΠΎΡΠΈΡ Π²ΠΎΠΉΡΠΈ Π² ΠΈΡ ΡΠΈΡΡΠ΅ΠΌΡ, ΠΈΡΠΏΠΎΠ»ΡΠ·ΡΡ iCloud/Google, ΠΏΡΠΈΡΠ»Π°ΡΡ ΠΊΠΎΠ΄/ΠΏΠ°ΡΠΎΠ»Ρ, Π·Π°ΠΏΡΡΡΠΈΡΡ ΠΊΠΎΠ΄/ΠΠ, Π½Π΅ Π΄Π΅Π»Π°ΠΉΡΠ΅ ΡΡΠΎΠ³ΠΎ - ΡΡΠΎ ΠΌΠΎΡΠ΅Π½Π½ΠΈΠΊΠΈ. ΠΠ±ΡΠ·Π°ΡΠ΅Π»ΡΠ½ΠΎ ΠΆΠΌΠΈΡΠ΅ "ΠΠΎΠΆΠ°Π»ΠΎΠ²Π°ΡΡΡΡ" ΠΈΠ»ΠΈ ΠΏΠΈΡΠΈΡΠ΅ Π² ΠΏΠΎΠ΄Π΄Π΅ΡΠΆΠΊΡ. ΠΠΎΠ΄ΡΠΎΠ±Π½Π΅Π΅ Π² Π³Π°ΠΉΠ΄Π΅ β
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